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ORCIDBibTeX records: Longbing Cao
@book{DBLP:books/sp/Cao24,
author = {Longbing Cao},
title = {Global {COVID-19} Research and Modeling - {A} Historical Record, 1},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-99-9915-6},
doi = {10.1007/978-981-99-9915-6},
isbn = {978-981-99-9914-9},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/Cao24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangC24,
author = {Wei Wang and
Longbing Cao},
title = {Explicit and Implicit Pattern Relation Analysis for Discovering Actionable
Negative Sequences},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {4},
pages = {5183--5197},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3202791},
doi = {10.1109/TNNLS.2022.3202791},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ZhengZYC24,
author = {Yawen Zheng and
Xiaojie Zhao and
Li Yao and
Longbing Cao},
title = {Deep Multidilation Temporal and Spatial Dependence Modeling in Stereoscopic
3-D {EEG} for Visual Discomfort Assessment},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {54},
number = {4},
pages = {2125--2136},
year = {2024},
url = {https://doi.org/10.1109/TSMC.2023.3340710},
doi = {10.1109/TSMC.2023.3340710},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/ZhengZYC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LaoZSCYHM24,
author = {An Lao and
Qi Zhang and
Chongyang Shi and
Longbing Cao and
Kun Yi and
Liang Hu and
Duoqian Miao},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Frequency Spectrum Is More Effective for Multimodal Representation
and Fusion: {A} Multimodal Spectrum Rumor Detector},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {18426--18434},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i16.29803},
doi = {10.1609/AAAI.V38I16.29803},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LaoZSCYHM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-03341,
author = {Zhangkai Wu and
Longbing Cao and
Qi Zhang and
Junxian Zhou and
Hui Chen},
title = {Weakly Augmented Variational Autoencoder in Time Series Anomaly Detection},
journal = {CoRR},
volume = {abs/2401.03341},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.03341},
doi = {10.48550/ARXIV.2401.03341},
eprinttype = {arXiv},
eprint = {2401.03341},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-03341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05948,
author = {Jianing He and
Qi Zhang and
Weiping Ding and
Duoqian Miao and
Jun Zhao and
Liang Hu and
Longbing Cao},
title = {DE\({}^{\mbox{3}}\)-BERT: Distance-Enhanced Early Exiting for {BERT}
based on Prototypical Networks},
journal = {CoRR},
volume = {abs/2402.05948},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05948},
doi = {10.48550/ARXIV.2402.05948},
eprinttype = {arXiv},
eprint = {2402.05948},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08241,
author = {Jin Li and
Shoujin Wang and
Qi Zhang and
Longbing Cao and
Fang Chen and
Xiuzhen Zhang and
Dietmar Jannach and
Charu C. Aggarwal},
title = {Causal Learning for Trustworthy Recommender Systems: {A} Survey},
journal = {CoRR},
volume = {abs/2402.08241},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08241},
doi = {10.48550/ARXIV.2402.08241},
eprinttype = {arXiv},
eprint = {2402.08241},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/WangCJRWCX23,
author = {Qinfen Wang and
Geng Chen and
Xuting Jin and
Siyuan Ren and
Gang Wang and
Longbing Cao and
Yong Xia},
title = {BiT-MAC: Mortality prediction by bidirectional time and multi-feature
attention coupled network on multivariate irregular time series},
journal = {Comput. Biol. Medicine},
volume = {155},
pages = {106586},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2023.106586},
doi = {10.1016/J.COMPBIOMED.2023.106586},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/WangCJRWCX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/Cao23,
author = {Longbing Cao},
title = {{AI} in Finance: Challenges, Techniques, and Opportunities},
journal = {{ACM} Comput. Surv.},
volume = {55},
number = {3},
pages = {64:1--64:38},
year = {2023},
url = {https://doi.org/10.1145/3502289},
doi = {10.1145/3502289},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/Cao23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/Cao23,
author = {Longbing Cao},
title = {Trans-AI/DS: transformative, transdisciplinary and translational artificial
intelligence and data science},
journal = {Int. J. Data Sci. Anal.},
volume = {15},
number = {2},
pages = {119--132},
year = {2023},
url = {https://doi.org/10.1007/s41060-023-00383-y},
doi = {10.1007/S41060-023-00383-Y},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/Cao23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/Cao23a,
author = {Longbing Cao},
title = {{AI} and data science for smart emergency, crisis and disaster resilience},
journal = {Int. J. Data Sci. Anal.},
volume = {15},
number = {3},
pages = {231--246},
year = {2023},
url = {https://doi.org/10.1007/s41060-023-00393-w},
doi = {10.1007/S41060-023-00393-W},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/Cao23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhaoCL23,
author = {Zhi{-}Lin Zhao and
Longbing Cao and
Kun{-}Yu Lin},
title = {Revealing the Distributional Vulnerability of Discriminators by Implicit
Generators},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {7},
pages = {8888--8901},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3229318},
doi = {10.1109/TPAMI.2022.3229318},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ZhaoCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhaoCL23a,
author = {Zhilin Zhao and
Longbing Cao and
Kun{-}Yu Lin},
title = {Supervision Adaptation Balancing In-Distribution Generalization and
Out-of-Distribution Detection},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {12},
pages = {15743--15758},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3321869},
doi = {10.1109/TPAMI.2023.3321869},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ZhaoCL23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangWHZZSOCL23,
author = {Shoujin Wang and
Yan Wang and
Liang Hu and
Xiuzhen Zhang and
Qi Zhang and
Quan Z. Sheng and
Mehmet A. Orgun and
Longbing Cao and
Defu Lian},
title = {Modeling User Demand Evolution for Next-Basket Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {11},
pages = {11585--11598},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3231018},
doi = {10.1109/TKDE.2022.3231018},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangWHZZSOCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/QiuGZCZD23,
author = {Ping Qiu and
Yongshun Gong and
Yuhai Zhao and
Longbing Cao and
Chengqi Zhang and
Xiangjun Dong},
title = {An Efficient Method for Modeling Nonoccurring Behaviors by Negative
Sequential Patterns With Loose Constraints},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {4},
pages = {1864--1878},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3063162},
doi = {10.1109/TNNLS.2021.3063162},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/QiuGZCZD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangZC23,
author = {Yang Yang and
Zhilin Zhao and
Longbing Cao},
title = {Deep Spectral Copula Mechanisms Modeling Coupled and Volatile Multivariate
Time Series},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302553},
doi = {10.1109/DSAA60987.2023.10302553},
timestamp = {Thu, 16 Nov 2023 09:03:43 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YangZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LaiCLHLHK23,
author = {Matthew Lai and
Longbing Cao and
Haiyan Lu and
Quang Ha and
Li Li and
Md. Jahangir Hossain and
Paul J. Kennedy},
title = {An Unsupervised Hierarchical Clustering Approach to Improve Hopfield
Retrieval Accuracy},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191644},
doi = {10.1109/IJCNN54540.2023.10191644},
timestamp = {Sun, 14 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LaiCLHLHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YangC23,
author = {Yang Yang and
Longbing Cao},
title = {MTSNet: Deep Probabilistic Cross-multivariate Time Series Modeling
with External Factors for {COVID-19}},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191636},
doi = {10.1109/IJCNN54540.2023.10191636},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YangC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001C23,
author = {Zhilin Zhao and
Longbing Cao},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {R-divergence for Estimating Model-oriented Distribution Discrepancy},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/b157cfde6794e93b2353b9712bbd45a5-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YiZFHHWACN23,
author = {Kun Yi and
Qi Zhang and
Wei Fan and
Hui He and
Liang Hu and
Pengyang Wang and
Ning An and
Longbing Cao and
Zhendong Niu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {FourierGNN: Rethinking Multivariate Time Series Forecasting from a
Pure Graph Perspective},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/dc1e32dd3eb381dbc71482f6a96cbf86-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YiZFHHWACN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YiZFWWHALCN23,
author = {Kun Yi and
Qi Zhang and
Wei Fan and
Shoujin Wang and
Pengyang Wang and
Hui He and
Ning An and
Defu Lian and
Longbing Cao and
Zhendong Niu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Frequency-domain MLPs are More Effective Learners in Time Series Forecasting},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/f1d16af76939f476b5f040fd1398c0a3-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YiZFWWHALCN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00011,
author = {Zhangkai Wu and
Longbing Cao and
Lei Qi},
title = {eVAE: Evolutionary Variational Autoencoder},
journal = {CoRR},
volume = {abs/2301.00011},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00011},
doi = {10.48550/ARXIV.2301.00011},
eprinttype = {arXiv},
eprint = {2301.00011},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11535,
author = {Hui He and
Qi Zhang and
Shoujin Wang and
Kun Yi and
Zhendong Niu and
Longbing Cao},
title = {Learning Informative Representation for Fairness-aware Multivariate
Time-series Forecasting: {A} Group-based Perspective},
journal = {CoRR},
volume = {abs/2301.11535},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11535},
doi = {10.48550/ARXIV.2301.11535},
eprinttype = {arXiv},
eprint = {2301.11535},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13558,
author = {Yu Dong and
Jie Liang and
Longbing Cao and
Daniel R. Catchpoole},
title = {ClinicLens: Visual Analytics for Exploring and Optimizing the Testing
Capacity of Clinics given Uncertainty},
journal = {CoRR},
volume = {abs/2303.13558},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13558},
doi = {10.48550/ARXIV.2303.13558},
eprinttype = {arXiv},
eprint = {2303.13558},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13267,
author = {Longbing Cao and
Hui Chen and
Xuhui Fan and
Jo{\~{a}}o Gama and
Yew{-}Soon Ong and
Vipin Kumar},
title = {Bayesian Federated Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2304.13267},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13267},
doi = {10.48550/ARXIV.2304.13267},
eprinttype = {arXiv},
eprint = {2304.13267},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08778,
author = {Jia Xu and
Longbing Cao},
title = {Copula Variational {LSTM} for High-dimensional Cross-market Multivariate
Dependence Modeling},
journal = {CoRR},
volume = {abs/2305.08778},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08778},
doi = {10.48550/ARXIV.2305.08778},
eprinttype = {arXiv},
eprint = {2305.08778},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13303,
author = {Zhangkai Wu and
Longbing Cao},
title = {C\({}^{\mbox{2}}\)VAE: Gaussian Copula-based {VAE} Differing Disentangled
from Coupled Representations with Contrastive Posterior},
journal = {CoRR},
volume = {abs/2309.13303},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13303},
doi = {10.48550/ARXIV.2309.13303},
eprinttype = {arXiv},
eprint = {2309.13303},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15499,
author = {Hui Chen and
Hengyu Liu and
Longbing Cao and
Tiancheng Zhang},
title = {Bayesian Personalized Federated Learning with Shared and Personalized
Uncertainty Representations},
journal = {CoRR},
volume = {abs/2309.15499},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15499},
doi = {10.48550/ARXIV.2309.15499},
eprinttype = {arXiv},
eprint = {2309.15499},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01109,
author = {Zhilin Zhao and
Longbing Cao},
title = {R-divergence for Estimating Model-oriented Distribution Discrepancy},
journal = {CoRR},
volume = {abs/2310.01109},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01109},
doi = {10.48550/ARXIV.2310.01109},
eprinttype = {arXiv},
eprint = {2310.01109},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06184,
author = {Kun Yi and
Qi Zhang and
Wei Fan and
Shoujin Wang and
Pengyang Wang and
Hui He and
Defu Lian and
Ning An and
Longbing Cao and
Zhendong Niu},
title = {Frequency-domain MLPs are More Effective Learners in Time Series Forecasting},
journal = {CoRR},
volume = {abs/2311.06184},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06184},
doi = {10.48550/ARXIV.2311.06184},
eprinttype = {arXiv},
eprint = {2311.06184},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06190,
author = {Kun Yi and
Qi Zhang and
Wei Fan and
Hui He and
Liang Hu and
Pengyang Wang and
Ning An and
Longbing Cao and
Zhendong Niu},
title = {FourierGNN: Rethinking Multivariate Time Series Forecasting from a
Pure Graph Perspective},
journal = {CoRR},
volume = {abs/2311.06190},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06190},
doi = {10.48550/ARXIV.2311.06190},
eprinttype = {arXiv},
eprint = {2311.06190},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07975,
author = {Zhilin Zhao and
Longbing Cao and
Yixuan Zhang},
title = {Out-of-Distribution Knowledge Distillation via Confidence Amendment},
journal = {CoRR},
volume = {abs/2311.07975},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07975},
doi = {10.48550/ARXIV.2311.07975},
eprinttype = {arXiv},
eprint = {2311.07975},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11023,
author = {An Lao and
Qi Zhang and
Chongyang Shi and
Longbing Cao and
Kun Yi and
Liang Hu and
Duoqian Miao},
title = {Frequency Spectrum is More Effective for Multimodal Representation
and Fusion: {A} Multimodal Spectrum Rumor Detector},
journal = {CoRR},
volume = {abs/2312.11023},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11023},
doi = {10.48550/ARXIV.2312.11023},
eprinttype = {arXiv},
eprint = {2312.11023},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/PangSCH21,
author = {Guansong Pang and
Chunhua Shen and
Longbing Cao and
Anton van den Hengel},
title = {Deep Learning for Anomaly Detection: {A} Review},
journal = {{ACM} Comput. Surv.},
volume = {54},
number = {2},
pages = {38:1--38:38},
year = {2022},
url = {https://doi.org/10.1145/3439950},
doi = {10.1145/3439950},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/PangSCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/WangCWSOL22,
author = {Shoujin Wang and
Longbing Cao and
Yan Wang and
Quan Z. Sheng and
Mehmet A. Orgun and
Defu Lian},
title = {A Survey on Session-based Recommender Systems},
journal = {{ACM} Comput. Surv.},
volume = {54},
number = {7},
pages = {154:1--154:38},
year = {2022},
url = {https://doi.org/10.1145/3465401},
doi = {10.1145/3465401},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/WangCWSOL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao22,
author = {Longbing Cao},
title = {{AI} Science and Engineering: {A} New Field},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {1},
pages = {3--13},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3151993},
doi = {10.1109/MIS.2022.3151993},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/Cao22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao22a,
author = {Longbing Cao},
title = {{AI} Science and Engineering},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {1},
pages = {14--15},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3158785},
doi = {10.1109/MIS.2022.3158785},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/Cao22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao22b,
author = {Longbing Cao},
title = {A New Age of {AI:} Features and Futures},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {1},
pages = {25--37},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3150944},
doi = {10.1109/MIS.2022.3150944},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/Cao22b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao22c,
author = {Longbing Cao},
title = {{AI} in Combating the {COVID-19} Pandemic},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {2},
pages = {3--13},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3164313},
doi = {10.1109/MIS.2022.3164313},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/Cao22c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao22d,
author = {Longbing Cao},
title = {Non-IID Federated Learning},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {2},
pages = {14--15},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3167955},
doi = {10.1109/MIS.2022.3167955},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/Cao22d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao22e,
author = {Longbing Cao},
title = {Deep Learning Applications},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {3},
pages = {3--5},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3184260},
doi = {10.1109/MIS.2022.3184260},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/Cao22e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao22f,
author = {Longbing Cao},
title = {Decentralized {AI:} Edge Intelligence and Smart Blockchain, Metaverse,
Web3, and DeSci},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {3},
pages = {6--19},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3181504},
doi = {10.1109/MIS.2022.3181504},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/Cao22f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao22g,
author = {Longbing Cao},
title = {Non-IID Learning},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {4},
pages = {3--4},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3197949},
doi = {10.1109/MIS.2022.3197949},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/Cao22g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao22h,
author = {Longbing Cao},
title = {Beyond i.i.d.: Non-IID Thinking, Informatics, and Learning},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {4},
pages = {5--17},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3194618},
doi = {10.1109/MIS.2022.3194618},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/Cao22h.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/LiYLLCW22,
author = {Xuan Li and
Peijun Ye and
Juanjuan Li and
Zhongmin Liu and
Longbing Cao and
Fei{-}Yue Wang},
title = {From Features Engineering to Scenarios Engineering for Trustworthy
{AI:} I{\&}I, C{\&}C, and V{\&}V},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {4},
pages = {18--26},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3197950},
doi = {10.1109/MIS.2022.3197950},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/LiYLLCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao22i,
author = {Longbing Cao},
title = {AutoAI: Autonomous {AI}},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {5},
pages = {3--5},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3209046},
doi = {10.1109/MIS.2022.3209046},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/Cao22i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao22j,
author = {Longbing Cao},
title = {Beyond AutoML: Mindful and Actionable {AI} and AutoAI With Mind and
Action},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {5},
pages = {6--18},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3207860},
doi = {10.1109/MIS.2022.3207860},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/Cao22j.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/RenGLWYC22,
author = {Siyuan Ren and
Bin Guo and
Ke Li and
Qianru Wang and
Zhiwen Yu and
Longbing Cao},
title = {CoupledMUTS: Coupled Multivariate Utility Time-Series Representation
and Prediction},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {22},
pages = {22972--22982},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2022.3185010},
doi = {10.1109/JIOT.2022.3185010},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/RenGLWYC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhuCY22,
author = {Chengzhang Zhu and
Longbing Cao and
Jianping Yin},
title = {Unsupervised Heterogeneous Coupling Learning for Categorical Representation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {1},
pages = {533--549},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2020.3010953},
doi = {10.1109/TPAMI.2020.3010953},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ZhuCY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/RenGCLLY22,
author = {Siyuan Ren and
Bin Guo and
Longbing Cao and
Ke Li and
Jiaqi Liu and
Zhiwen Yu},
title = {DeepExpress: Heterogeneous and Coupled Sequence Modeling for Express
Delivery Prediction},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {6},
pages = {89:1--89:22},
year = {2022},
url = {https://doi.org/10.1145/3526087},
doi = {10.1145/3526087},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/RenGCLLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/HuangLCWZ22,
author = {Jing Huang and
Kun Luo and
Longbing Cao and
Yuanqiao Wen and
Shuyuan Zhong},
title = {Learning Multiaspect Traffic Couplings by Multirelational Graph Attention
Networks for Traffic Prediction},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {11},
pages = {20681--20695},
year = {2022},
url = {https://doi.org/10.1109/TITS.2022.3173689},
doi = {10.1109/TITS.2022.3173689},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/HuangLCWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoCG22,
author = {Jinjin Guo and
Longbing Cao and
Zhiguo Gong},
title = {Recurrent Coupled Topic Modeling over Sequential Documents},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {1},
pages = {8:1--8:32},
year = {2022},
url = {https://doi.org/10.1145/3451530},
doi = {10.1145/3451530},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/GuoCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangCSN22,
author = {Qi Zhang and
Longbing Cao and
Chongyang Shi and
Zhendong Niu},
title = {Neural Time-Aware Sequential Recommendation by Jointly Modeling Preference
Dynamics and Explicit Feature Couplings},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {10},
pages = {5125--5137},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3069058},
doi = {10.1109/TNNLS.2021.3069058},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhangCSN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuXP0CZ22,
author = {Wei Liu and
Kexin Xie and
Linsey Pang and
James Bailey and
Longbing Cao and
Yuxi Zhang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Deep Learning for Search and Recommendation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {5171--5172},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557493},
doi = {10.1145/3511808.3557493},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuXP0CZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icuimc/ArefinARLC22,
author = {Mohammad Fahim Arefin and
Chowdhury Farhan Ahmed and
Redwan Ahmed Rizvee and
Carson K. Leung and
Longbing Cao},
title = {Mining Contextual Item Similarity without Concept Hierarchy},
booktitle = {16th International Conference on Ubiquitous Information Management
and Communication, {IMCOM} 2022, Seoul, Korea, Republic of, January
3-5, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IMCOM53663.2022.9721788},
doi = {10.1109/IMCOM53663.2022.9721788},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icuimc/ArefinARLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/00200CSWL22,
author = {Qi Zhang and
Liang Hu and
Longbing Cao and
Chongyang Shi and
Shoujin Wang and
Dora D. Liu},
editor = {Luc De Raedt},
title = {A Probabilistic Code Balance Constraint with Compactness and Informativeness
Enhancement for Deep Supervised Hashing},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {1651--1657},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/230},
doi = {10.24963/IJCAI.2022/230},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/00200CSWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CaoY022,
author = {Longbing Cao and
Philip S. Yu and
Zhilin Zhao},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Shallow and Deep Non-IID Learning on Complex Data},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4774--4775},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542605},
doi = {10.1145/3534678.3542605},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CaoY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PangLHCD22,
author = {Guansong Pang and
Jundong Li and
Anton van den Hengel and
Longbing Cao and
Thomas G. Dietterich},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{ANDEA:} Anomaly and Novelty Detection, Explanation, and Accommodation},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4892--4893},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542910},
doi = {10.1145/3534678.3542910},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PangLHCD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05996,
author = {Zhilin Zhao and
Longbing Cao and
Yuan{-}Yu Wan},
title = {Coupling Online-Offline Learning for Multi-distributional Data Streams},
journal = {CoRR},
volume = {abs/2202.05996},
year = {2022},
url = {https://arxiv.org/abs/2202.05996},
eprinttype = {arXiv},
eprint = {2202.05996},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03571,
author = {Wei Wang and
Longbing Cao},
title = {Explicit and Implicit Pattern Relation Analysis for Discovering Actionable
Negative Sequences},
journal = {CoRR},
volume = {abs/2204.03571},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03571},
doi = {10.48550/ARXIV.2204.03571},
eprinttype = {arXiv},
eprint = {2204.03571},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09375,
author = {Zhilin Zhao and
Longbing Cao and
Chang{-}Dong Wang},
title = {Gray Learning from Non-IID Data with Out-of-distribution Samples},
journal = {CoRR},
volume = {abs/2206.09375},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09375},
doi = {10.48550/ARXIV.2206.09375},
eprinttype = {arXiv},
eprint = {2206.09375},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09380,
author = {Zhilin Zhao and
Longbing Cao and
Kun{-}Yu Lin},
title = {Supervision Adaptation Balances In-Distribution Generalization and
Out-of-Distribution Detection},
journal = {CoRR},
volume = {abs/2206.09380},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09380},
doi = {10.48550/ARXIV.2206.09380},
eprinttype = {arXiv},
eprint = {2206.09380},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09385,
author = {Zhilin Zhao and
Longbing Cao and
Kun{-}Yu Lin},
title = {Out-of-distribution Detection by Cross-class Vicinity Distribution
of In-distribution Data},
journal = {CoRR},
volume = {abs/2206.09385},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09385},
doi = {10.48550/ARXIV.2206.09385},
eprinttype = {arXiv},
eprint = {2206.09385},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09387,
author = {Zhilin Zhao and
Longbing Cao},
title = {Label and Distribution-discriminative Dual Representation Learning
for Out-of-Distribution Detection},
journal = {CoRR},
volume = {abs/2206.09387},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09387},
doi = {10.48550/ARXIV.2206.09387},
eprinttype = {arXiv},
eprint = {2206.09387},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14523,
author = {Qi Zhang and
Liang Hu and
Chongyang Shi and
Ke Liu and
Longbing Cao},
title = {Supervised Deep Hashing for High-dimensional and Heterogeneous Case-based
Reasoning},
journal = {CoRR},
volume = {abs/2206.14523},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14523},
doi = {10.48550/ARXIV.2206.14523},
eprinttype = {arXiv},
eprint = {2206.14523},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-00654,
author = {Hui He and
Qi Zhang and
Kun Yi and
Kaize Shi and
Zhendong Niu and
Longbing Cao},
title = {Distributional Drift Adaptation with Temporal Conditional Variational
Autoencoder for Multivariate Time Series Forecasting},
journal = {CoRR},
volume = {abs/2209.00654},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.00654},
doi = {10.48550/ARXIV.2209.00654},
eprinttype = {arXiv},
eprint = {2209.00654},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-00654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03093,
author = {Kun Yi and
Qi Zhang and
Liang Hu and
Hui He and
Ning An and
Longbing Cao and
Zhendong Niu},
title = {Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting},
journal = {CoRR},
volume = {abs/2210.03093},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03093},
doi = {10.48550/ARXIV.2210.03093},
eprinttype = {arXiv},
eprint = {2210.03093},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02899,
author = {Rui Yu and
Yifeng Li and
Wenpeng Lu and
Longbing Cao},
title = {Tri-Attention: Explicit Context-Aware Attention Mechanism for Natural
Language Processing},
journal = {CoRR},
volume = {abs/2211.02899},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02899},
doi = {10.48550/ARXIV.2211.02899},
eprinttype = {arXiv},
eprint = {2211.02899},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/PangCC21,
author = {Guansong Pang and
Longbing Cao and
Ling Chen},
title = {Homophily outlier detection in non-IID categorical data},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {4},
pages = {1163--1224},
year = {2021},
url = {https://doi.org/10.1007/s10618-021-00750-y},
doi = {10.1007/S10618-021-00750-Y},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/PangCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/HaoSCNG21,
author = {Shufeng Hao and
Chongyang Shi and
Longbing Cao and
Zhendong Niu and
Ping Guo},
title = {Learning deep relevance couplings for ad-hoc document retrieval},
journal = {Expert Syst. Appl.},
volume = {183},
pages = {115335},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.115335},
doi = {10.1016/J.ESWA.2021.115335},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/HaoSCNG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/WangGC21,
author = {Can Wang and
Fosca Giannotti and
Longbing Cao},
title = {Learning Complex Couplings and Interactions},
journal = {{IEEE} Intell. Syst.},
volume = {36},
number = {1},
pages = {3--5},
year = {2021},
url = {https://doi.org/10.1109/MIS.2021.3058489},
doi = {10.1109/MIS.2021.3058489},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/WangGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/LiuDC21,
author = {Qing Liu and
Trong Dinh Thac Do and
Longbing Cao},
title = {Answer Keyword Generation for Community Question Answering by Multiaspect
Gamma-Poisson Matrix Completion},
journal = {{IEEE} Intell. Syst.},
volume = {36},
number = {4},
pages = {35--47},
year = {2021},
url = {https://doi.org/10.1109/MIS.2020.2997714},
doi = {10.1109/MIS.2020.2997714},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/LiuDC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/WangCHBHXL21,
author = {Shoujin Wang and
Longbing Cao and
Liang Hu and
Shlomo Berkovsky and
Xiaoshui Huang and
Lin Xiao and
Wenpeng Lu},
title = {Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction
Dependencies for Next-Item Recommendation},
journal = {{IEEE} Intell. Syst.},
volume = {36},
number = {4},
pages = {56--64},
year = {2021},
url = {https://doi.org/10.1109/MIS.2020.2997362},
doi = {10.1109/MIS.2020.2997362},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/WangCHBHXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/CaoYY21,
author = {Longbing Cao and
Qiang Yang and
Philip S. Yu},
title = {Data science and {AI} in FinTech: an overview},
journal = {Int. J. Data Sci. Anal.},
volume = {12},
number = {2},
pages = {81--99},
year = {2021},
url = {https://doi.org/10.1007/s41060-021-00278-w},
doi = {10.1007/S41060-021-00278-W},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/CaoYY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/GuoGC21,
author = {Jinjin Guo and
Zhiguo Gong and
Longbing Cao},
title = {dhCM: Dynamic and Hierarchical Event Categorization and Discovery
for Social Media Stream},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {12},
number = {5},
pages = {57:1--57:25},
year = {2021},
url = {https://doi.org/10.1145/3470888},
doi = {10.1145/3470888},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/GuoGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/WangC21,
author = {Wei Wang and
Longbing Cao},
title = {{VM-NSP:} Vertical Negative Sequential Pattern Mining with Loose Negative
Element Constraints},
journal = {{ACM} Trans. Inf. Syst.},
volume = {39},
number = {2},
pages = {22:1--22:27},
year = {2021},
url = {https://doi.org/10.1145/3440874},
doi = {10.1145/3440874},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/WangC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/WangC21a,
author = {Wei Wang and
Longbing Cao},
title = {Interactive Sequential Basket Recommendation by Learning Basket Couplings
and Positive/Negative Feedback},
journal = {{ACM} Trans. Inf. Syst.},
volume = {39},
number = {3},
pages = {24:1--24:26},
year = {2021},
url = {https://doi.org/10.1145/3444368},
doi = {10.1145/3444368},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/WangC21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangCZLC21,
author = {Guifeng Wang and
Longbing Cao and
Hongke Zhao and
Qi Liu and
Enhong Chen},
title = {Coupling Macro-Sector-Micro Financial Indicators for Learning Stock
Representations with Less Uncertainty},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {4418--4426},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16568},
doi = {10.1609/AAAI.V35I5.16568},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangCZLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangCSH21,
author = {Qi Zhang and
Longbing Cao and
Chongyang Shi and
Liang Hu},
title = {Tripartite Collaborative Filtering with Observability and Selection
for Debiasing Rating Estimation on Missing-Not-at-Random Data},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {4671--4678},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16597},
doi = {10.1609/AAAI.V35I5.16597},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangCSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangHFC21,
author = {Tianfu Zhang and
Heyan Huang and
Chong Feng and
Longbing Cao},
title = {Self-supervised Bilingual Syntactic Alignment for Neural Machine Translation},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {14454--14462},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i16.17699},
doi = {10.1609/AAAI.V35I16.17699},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangHFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangRXC21,
author = {Qinfen Wang and
Siyuan Ren and
Yong Xia and
Longbing Cao},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {BiCMTS: Bidirectional Coupled Multivariate Learning of Irregular Time
Series with Missing Values},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3493--3497},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482064},
doi = {10.1145/3459637.3482064},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangRXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangHFC21,
author = {Tianfu Zhang and
Heyan Huang and
Chong Feng and
Longbing Cao},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Enlivening Redundant Heads in Multi-head Self-attention for Machine
Translation},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {3238--3248},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.260},
doi = {10.18653/V1/2021.EMNLP-MAIN.260},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangHFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangHW0SOC0Y21,
author = {Shoujin Wang and
Liang Hu and
Yan Wang and
Xiangnan He and
Quan Z. Sheng and
Mehmet A. Orgun and
Longbing Cao and
Francesco Ricci and
Philip S. Yu},
editor = {Zhi{-}Hua Zhou},
title = {Graph Learning based Recommender Systems: {A} Review},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4644--4652},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/630},
doi = {10.24963/IJCAI.2021/630},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangHW0SOC0Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PangHSC21,
author = {Guansong Pang and
Anton van den Hengel and
Chunhua Shen and
Longbing Cao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Toward Deep Supervised Anomaly Detection: Reinforcement Learning from
Partially Labeled Anomaly Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1298--1308},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467417},
doi = {10.1145/3447548.3467417},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PangHSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PangLHCD21,
author = {Guansong Pang and
Jundong Li and
Anton van den Hengel and
Longbing Cao and
Thomas G. Dietterich},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Anomaly and Novelty Detection, Explanation, and Accommodation {(ANDEA)}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4145--4146},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469453},
doi = {10.1145/3447548.3469453},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PangLHCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/PangC021,
author = {Guansong Pang and
Longbing Cao and
Charu Aggarwal},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Deep Learning for Anomaly Detection: Challenges, Methods, and Opportunities},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {1127--1130},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441659},
doi = {10.1145/3437963.3441659},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/PangC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11516,
author = {Guansong Pang and
Longbing Cao and
Ling Chen},
title = {Homophily Outlier Detection in Non-IID Categorical Data},
journal = {CoRR},
volume = {abs/2103.11516},
year = {2021},
url = {https://arxiv.org/abs/2103.11516},
eprinttype = {arXiv},
eprint = {2103.11516},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-11516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12556,
author = {Longbing Cao and
Qing Liu and
Wenfeng Hou},
title = {{COVID-19} Modeling: {A} Review},
journal = {CoRR},
volume = {abs/2104.12556},
year = {2021},
url = {https://arxiv.org/abs/2104.12556},
eprinttype = {arXiv},
eprint = {2104.12556},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-06339,
author = {Shoujin Wang and
Liang Hu and
Yan Wang and
Xiangnan He and
Quan Z. Sheng and
Mehmet A. Orgun and
Longbing Cao and
Francesco Ricci and
Philip S. Yu},
title = {Graph Learning based Recommender Systems: {A} Review},
journal = {CoRR},
volume = {abs/2105.06339},
year = {2021},
url = {https://arxiv.org/abs/2105.06339},
eprinttype = {arXiv},
eprint = {2105.06339},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-06339.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13732,
author = {Jinjin Guo and
Longbing Cao and
Zhiguo Gong},
title = {Recurrent Coupled Topic Modeling over Sequential Documents},
journal = {CoRR},
volume = {abs/2106.13732},
year = {2021},
url = {https://arxiv.org/abs/2106.13732},
eprinttype = {arXiv},
eprint = {2106.13732},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-09051,
author = {Longbing Cao},
title = {{AI} in Finance: Challenges, Techniques and Opportunities},
journal = {CoRR},
volume = {abs/2107.09051},
year = {2021},
url = {https://arxiv.org/abs/2107.09051},
eprinttype = {arXiv},
eprint = {2107.09051},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-09051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-08170,
author = {Siyuan Ren and
Bin Guo and
Longbing Cao and
Ke Li and
Jiaqi Liu and
Zhiwen Yu},
title = {DeepExpress: Heterogeneous and Coupled Sequence Modeling for Express
Delivery Prediction},
journal = {CoRR},
volume = {abs/2108.08170},
year = {2021},
url = {https://arxiv.org/abs/2108.08170},
eprinttype = {arXiv},
eprint = {2108.08170},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-08170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-08846,
author = {Longbing Cao and
Chengzhang Zhu},
title = {Personalized next-best action recommendation with multi-party interaction
learning for automated decision-making},
journal = {CoRR},
volume = {abs/2108.08846},
year = {2021},
url = {https://arxiv.org/abs/2108.08846},
eprinttype = {arXiv},
eprint = {2108.08846},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-08846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-09976,
author = {Zhilin Zhao and
Longbing Cao and
Kun{-}Yu Lin},
title = {Revealing Distributional Vulnerability of Explicit Discriminators
by Implicit Generators},
journal = {CoRR},
volume = {abs/2108.09976},
year = {2021},
url = {https://arxiv.org/abs/2108.09976},
eprinttype = {arXiv},
eprint = {2108.09976},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-09976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10029,
author = {Qing Liu and
Longbing Cao},
title = {Modeling {COVID-19} uncertainties evolving over time and density-dependent
social reinforcement and asymptomatic infections},
journal = {CoRR},
volume = {abs/2108.10029},
year = {2021},
url = {https://arxiv.org/abs/2108.10029},
eprinttype = {arXiv},
eprint = {2108.10029},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-10029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-01830,
author = {Longbing Cao and
Chengzhang Zhu},
title = {Table2Vec: Automated Universal Representation Learning to Encode All-round
Data {DNA} for Benchmarkable and Explainable Enterprise Data Science},
journal = {CoRR},
volume = {abs/2112.01830},
year = {2021},
url = {https://arxiv.org/abs/2112.01830},
eprinttype = {arXiv},
eprint = {2112.01830},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-01830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/CaoV20,
author = {Longbing Cao and
Marley M. B. R. Vellasco},
title = {{IEEE} DSAA-The {IEEE} Flagship Conference in Data Science [Society
Briefs]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {15},
number = {3},
pages = {9--11},
year = {2020},
url = {https://doi.org/10.1109/MCI.2020.2998229},
doi = {10.1109/MCI.2020.2998229},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/CaoV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CaoYLZ20,
author = {Longbing Cao and
George Yuan and
Tim Leung and
Wei Zhang},
title = {Special Issue on {AI} and FinTech: The Challenge Ahead},
journal = {{IEEE} Intell. Syst.},
volume = {35},
number = {2},
pages = {3--6},
year = {2020},
url = {https://doi.org/10.1109/MIS.2020.2983494},
doi = {10.1109/MIS.2020.2983494},
timestamp = {Tue, 09 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/CaoYLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CaoYLZ20a,
author = {Longbing Cao and
George Yuan and
Tim Leung and
Wei Zhang},
title = {Special Issue on {AI} and FinTech: The Challenge Ahead},
journal = {{IEEE} Intell. Syst.},
volume = {35},
number = {3},
pages = {3--6},
year = {2020},
url = {https://doi.org/10.1109/MIS.2020.2983636},
doi = {10.1109/MIS.2020.2983636},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/CaoYLZ20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/WangPHC20,
author = {Shoujin Wang and
Gabriella Pasi and
Liang Hu and
Longbing Cao},
title = {The Era of Intelligent Recommendation: Editorial on Intelligent Recommendation
with Advanced {AI} and Learning},
journal = {{IEEE} Intell. Syst.},
volume = {35},
number = {5},
pages = {3--6},
year = {2020},
url = {https://doi.org/10.1109/MIS.2020.3026430},
doi = {10.1109/MIS.2020.3026430},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/WangPHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/DongGC20,
author = {Xiangjun Dong and
Yongshun Gong and
Longbing Cao},
title = {e-RNSP: An Efficient Method for Mining Repetition Negative Sequential
Patterns},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {5},
pages = {2084--2096},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2018.2869907},
doi = {10.1109/TCYB.2018.2869907},
timestamp = {Tue, 08 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/DongGC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PangC20,
author = {Guansong Pang and
Longbing Cao},
title = {Heterogeneous Univariate Outlier Ensembles in Multidimensional Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {6},
pages = {68:1--68:27},
year = {2020},
url = {https://doi.org/10.1145/3403934},
doi = {10.1145/3403934},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/PangC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WangC20,
author = {Shoujin Wang and
Longbing Cao},
title = {Inferring Implicit Rules by Learning Explicit and Hidden Item Dependency},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {50},
number = {3},
pages = {935--946},
year = {2020},
url = {https://doi.org/10.1109/TSMC.2017.2768547},
doi = {10.1109/TSMC.2017.2768547},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/WangC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Jian0CL20,
author = {Songlei Jian and
Liang Hu and
Longbing Cao and
Kai Lu},
title = {Representation Learning with Multiple Lipschitz-Constrained Alignments
on Partially-Labeled Cross-Domain Data},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {4320--4327},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5856},
doi = {10.1609/AAAI.V34I04.5856},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Jian0CL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangH0SOC20,
author = {Shoujin Wang and
Liang Hu and
Yan Wang and
Quan Z. Sheng and
Mehmet A. Orgun and
Longbing Cao},
title = {Intention Nets: Psychology-Inspired User Choice Behavior Modeling
for Next-Basket Prediction},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {6259--6266},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6093},
doi = {10.1609/AAAI.V34I04.6093},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangH0SOC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhuZCA20,
author = {Chengzhang Zhu and
Qi Zhang and
Longbing Cao and
Arman Abrahamyan},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Mix2Vec: Unsupervised Mixed Data Representation},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {118--127},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00024},
doi = {10.1109/DSAA49011.2020.00024},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhuZCA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangHWSOC20,
author = {Shoujin Wang and
Liang Hu and
Yan Wang and
Quan Z. Sheng and
Mehmet A. Orgun and
Longbing Cao},
editor = {Christian Bessiere},
title = {Intention2Basket: {A} Neural Intention-driven Approach for Dynamic
Next-basket Planning},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2333--2339},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/323},
doi = {10.24963/IJCAI.2020/323},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangHWSOC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ShiLZCY020,
author = {Longxiang Shi and
Shijian Li and
Qian Zheng and
Longbing Cao and
Long Yang and
Gang Pan},
title = {Maximum Entropy Reinforcement Learning with Evolution Strategies},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207570},
doi = {10.1109/IJCNN48605.2020.9207570},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ShiLZCY020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2020,
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://ieeexplore.ieee.org/xpl/conhome/9259989/proceeding},
isbn = {978-1-7281-8206-3},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-04830,
author = {Shoujin Wang and
Liang Hu and
Yan Wang and
Longbing Cao and
Quan Z. Sheng and
Mehmet A. Orgun},
title = {Sequential Recommender Systems: Challenges, Progress and Prospects},
journal = {CoRR},
volume = {abs/2001.04830},
year = {2020},
url = {https://arxiv.org/abs/2001.04830},
eprinttype = {arXiv},
eprint = {2001.04830},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-04830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-11718,
author = {Shoujin Wang and
Liang Hu and
Yan Wang and
Xiangnan He and
Quan Z. Sheng and
Mehmet A. Orgun and
Longbing Cao and
Nan Wang and
Francesco Ricci and
Philip S. Yu},
title = {Graph Learning Approaches to Recommender Systems: {A} Review},
journal = {CoRR},
volume = {abs/2004.11718},
year = {2020},
url = {https://arxiv.org/abs/2004.11718},
eprinttype = {arXiv},
eprint = {2004.11718},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-11718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04530,
author = {Shoujin Wang and
Longbing Cao and
Liang Hu and
Shlomo Berkovsky and
Xiaoshui Huang and
Lin Xiao and
Wenpeng Lu},
title = {Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical
Attentive Transaction Embeddings for Next-item Recommendation},
journal = {CoRR},
volume = {abs/2006.04530},
year = {2020},
url = {https://arxiv.org/abs/2006.04530},
eprinttype = {arXiv},
eprint = {2006.04530},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16964,
author = {Longbing Cao},
title = {Data Science: Nature and Pitfalls},
journal = {CoRR},
volume = {abs/2006.16964},
year = {2020},
url = {https://arxiv.org/abs/2006.16964},
eprinttype = {arXiv},
eprint = {2006.16964},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16966,
author = {Longbing Cao},
title = {Data Science: Challenges and Directions},
journal = {CoRR},
volume = {abs/2006.16966},
year = {2020},
url = {https://arxiv.org/abs/2006.16966},
eprinttype = {arXiv},
eprint = {2006.16966},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02500,
author = {Guansong Pang and
Chunhua Shen and
Longbing Cao and
Anton van den Hengel},
title = {Deep Learning for Anomaly Detection: {A} Review},
journal = {CoRR},
volume = {abs/2007.02500},
year = {2020},
url = {https://arxiv.org/abs/2007.02500},
eprinttype = {arXiv},
eprint = {2007.02500},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03606,
author = {Longbing Cao},
title = {Data Science: {A} Comprehensive Overview},
journal = {CoRR},
volume = {abs/2007.03606},
year = {2020},
url = {https://arxiv.org/abs/2007.03606},
eprinttype = {arXiv},
eprint = {2007.03606},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07217,
author = {Longbing Cao},
title = {Non-IID Recommender Systems: {A} Review and Framework of Recommendation
Paradigm Shifting},
journal = {CoRR},
volume = {abs/2007.07217},
year = {2020},
url = {https://arxiv.org/abs/2007.07217},
eprinttype = {arXiv},
eprint = {2007.07217},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10720,
author = {Chengzhang Zhu and
Longbing Cao and
Jianping Yin},
title = {Unsupervised Heterogeneous Coupling Learning for Categorical Representation},
journal = {CoRR},
volume = {abs/2007.10720},
year = {2020},
url = {https://arxiv.org/abs/2007.10720},
eprinttype = {arXiv},
eprint = {2007.10720},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12681,
author = {Longbing Cao},
title = {{AI} in FinTech: {A} Research Agenda},
journal = {CoRR},
volume = {abs/2007.12681},
year = {2020},
url = {https://arxiv.org/abs/2007.12681},
eprinttype = {arXiv},
eprint = {2007.12681},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-12681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13534,
author = {Longbing Cao},
title = {Coupling Learning of Complex Interactions},
journal = {CoRR},
volume = {abs/2007.13534},
year = {2020},
url = {https://arxiv.org/abs/2007.13534},
eprinttype = {arXiv},
eprint = {2007.13534},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-13534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-15516,
author = {Longbing Cao},
title = {In-Depth Behavior Understanding and Use: The Behavior Informatics
Approach},
journal = {CoRR},
volume = {abs/2007.15516},
year = {2020},
url = {https://arxiv.org/abs/2007.15516},
eprinttype = {arXiv},
eprint = {2007.15516},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-15516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-04652,
author = {Feng Xia and
Haifeng Liu and
Ivan Lee and
Longbing Cao},
title = {Scientific Article Recommendation: Exploiting Common Author Relations
and Historical Preferences},
journal = {CoRR},
volume = {abs/2008.04652},
year = {2020},
url = {https://arxiv.org/abs/2008.04652},
eprinttype = {arXiv},
eprint = {2008.04652},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-04652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06847,
author = {Guansong Pang and
Anton van den Hengel and
Chunhua Shen and
Longbing Cao},
title = {Deep Reinforcement Learning for Unknown Anomaly Detection},
journal = {CoRR},
volume = {abs/2009.06847},
year = {2020},
url = {https://arxiv.org/abs/2009.06847},
eprinttype = {arXiv},
eprint = {2009.06847},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-06847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/GuoOGCY19,
author = {Bin Guo and
Yi Ouyang and
Tong Guo and
Longbing Cao and
Zhiwen Yu},
title = {Enhancing Mobile App User Understanding and Marketing With Heterogeneous
Crowdsourced Data: {A} Review},
journal = {{IEEE} Access},
volume = {7},
pages = {68557--68571},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2918325},
doi = {10.1109/ACCESS.2019.2918325},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/GuoOGCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HuCCJZC19,
author = {Liang Hu and
Qingkui Chen and
Longbing Cao and
Songlei Jian and
Haiyan Zhao and
Jian Cao},
title = {Evolving Coauthorship Modeling and Prediction via Time-Aware Paired
Choice Analysis},
journal = {{IEEE} Access},
volume = {7},
pages = {98639--98651},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2922148},
doi = {10.1109/ACCESS.2019.2922148},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HuCCJZC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/WangC19,
author = {Wei Wang and
Longbing Cao},
title = {Negative Sequence Analysis: {A} Review},
journal = {{ACM} Comput. Surv.},
volume = {52},
number = {2},
pages = {32:1--32:39},
year = {2019},
url = {https://doi.org/10.1145/3311952},
doi = {10.1145/3311952},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/WangC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/HaoSNC19,
author = {Shufeng Hao and
Chongyang Shi and
Zhendong Niu and
Longbing Cao},
title = {Modeling positive and negative feedback for improving document retrieval},
journal = {Expert Syst. Appl.},
volume = {120},
pages = {253--261},
year = {2019},
url = {https://doi.org/10.1016/j.eswa.2018.11.035},
doi = {10.1016/J.ESWA.2018.11.035},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/HaoSNC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao19,
author = {Longbing Cao},
title = {Data Science: Profession and Education},
journal = {{IEEE} Intell. Syst.},
volume = {34},
number = {5},
pages = {35--44},
year = {2019},
url = {https://doi.org/10.1109/MIS.2019.2936705},
doi = {10.1109/MIS.2019.2936705},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/Cao19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangSNC19,
author = {Qi Zhang and
Chongyang Shi and
Zhendong Niu and
Longbing Cao},
title = {{HCBC:} {A} Hierarchical Case-Based Classifier Integrated with Conceptual
Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {1},
pages = {152--165},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2824317},
doi = {10.1109/TKDE.2018.2824317},
timestamp = {Tue, 05 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangSNC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/JianPCLG19,
author = {Songlei Jian and
Guansong Pang and
Longbing Cao and
Kai Lu and
Hang Gao},
title = {{CURE:} Flexible Categorical Data Representation by Hierarchical Coupling
Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {5},
pages = {853--866},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2848902},
doi = {10.1109/TKDE.2018.2848902},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/JianPCLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DongQLCX19,
author = {Xiangjun Dong and
Ping Qiu and
Jinhu L{\"{u}} and
Longbing Cao and
Tiantian Xu},
title = {Mining Top- {\textdollar}\{k\}{\textdollar} Useful Negative Sequential
Patterns via Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {9},
pages = {2764--2778},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2886199},
doi = {10.1109/TNNLS.2018.2886199},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/DongQLCX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuDCCW19,
author = {Peng Xu and
Zhaohong Deng and
Kup{-}Sze Choi and
Longbing Cao and
Shitong Wang},
title = {Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {379--386},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.3301379},
doi = {10.1609/AAAI.V33I01.3301379},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuDCCW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Jian0CLG19,
author = {Songlei Jian and
Liang Hu and
Longbing Cao and
Kai Lu and
Hang Gao},
title = {Evolutionarily Learning Multi-Aspect Interactions and Influences from
Network Structure and Node Content},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {598--605},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.3301598},
doi = {10.1609/AAAI.V33I01.3301598},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/Jian0CLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0004JCGCA19,
author = {Liang Hu and
Songlei Jian and
Longbing Cao and
Zhiping Gu and
Qingkui Chen and
Artak Amirbekyan},
title = {{HERS:} Modeling Influential Contexts with Heterogeneous Relations
for Sparse and Cold-Start Recommendation},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3830--3837},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013830},
doi = {10.1609/AAAI.V33I01.33013830},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/0004JCGCA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ShiLCYP19,
author = {Longxiang Shi and
Shijian Li and
Longbing Cao and
Long Yang and
Gang Pan},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {TBQ({\(\sigma\)}): Improving Efficiency of Trace Utilization for Off-Policy
Reinforcement Learning},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1025--1032},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331799},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ShiLCYP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Wang0WSOC19,
author = {Shoujin Wang and
Liang Hu and
Yan Wang and
Quan Z. Sheng and
Mehmet A. Orgun and
Longbing Cao},
editor = {Sarit Kraus},
title = {Modeling Multi-Purpose Sessions for Next-Item Recommendations via
Mixture-Channel Purpose Routing Networks},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3771--3777},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/523},
doi = {10.24963/IJCAI.2019/523},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/Wang0WSOC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangHWCSO19,
author = {Shoujin Wang and
Liang Hu and
Yan Wang and
Longbing Cao and
Quan Z. Sheng and
Mehmet A. Orgun},
editor = {Sarit Kraus},
title = {Sequential Recommender Systems: Challenges, Progress and Prospects},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {6332--6338},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/883},
doi = {10.24963/IJCAI.2019/883},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangHWCSO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04864,
author = {Shoujin Wang and
Longbing Cao and
Yan Wang},
title = {A Survey on Session-based Recommender Systems},
journal = {CoRR},
volume = {abs/1902.04864},
year = {2019},
url = {http://arxiv.org/abs/1902.04864},
eprinttype = {arXiv},
eprint = {1902.04864},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07237,
author = {Longxiang Shi and
Shijian Li and
Longbing Cao and
Long Yang and
Gang Pan},
title = {TBQ({\(\sigma\)}): Improving Efficiency of Trace Utilization for Off-Policy
Reinforcement Learning},
journal = {CoRR},
volume = {abs/1905.07237},
year = {2019},
url = {http://arxiv.org/abs/1905.07237},
eprinttype = {arXiv},
eprint = {1905.07237},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10594,
author = {Peng Xu and
Zhaohong Deng and
Kup{-}Sze Choi and
Longbing Cao and
Shitong Wang},
title = {Multi-view Information-theoretic Co-clustering for Co-occurrence Data},
journal = {CoRR},
volume = {abs/1905.10594},
year = {2019},
url = {http://arxiv.org/abs/1905.10594},
eprinttype = {arXiv},
eprint = {1905.10594},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/HaoSNC18,
author = {Shufeng Hao and
Chongyang Shi and
Zhendong Niu and
Longbing Cao},
title = {Concept coupling learning for improving concept lattice-based document
retrieval},
journal = {Eng. Appl. Artif. Intell.},
volume = {69},
pages = {65--75},
year = {2018},
url = {https://doi.org/10.1016/j.engappai.2017.12.007},
doi = {10.1016/J.ENGAPPAI.2017.12.007},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/HaoSNC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/MengRWXC18,
author = {Fanrong Meng and
Xiaobin Rui and
Zhixiao Wang and
Yan Xing and
Longbing Cao},
title = {Coupled Node Similarity Learning for Community Detection in Attributed
Networks},
journal = {Entropy},
volume = {20},
number = {6},
pages = {471},
year = {2018},
url = {https://doi.org/10.3390/e20060471},
doi = {10.3390/E20060471},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/MengRWXC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/HuCZJCC18,
author = {Liang Hu and
Qingkui Chen and
Haiyan Zhao and
Songlei Jian and
Longbing Cao and
Jian Cao},
title = {Neural Cross-Session Filtering: Next-Item Prediction Under Intra-
and Inter-Session Context},
journal = {{IEEE} Intell. Syst.},
volume = {33},
number = {6},
pages = {57--67},
year = {2018},
url = {https://doi.org/10.1109/MIS.2018.2881516},
doi = {10.1109/MIS.2018.2881516},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/HuCZJCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/CaoLL18,
author = {Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin},
title = {Introduction to the special issue on Data Science in Asia (with PAKDD'2017)},
journal = {Int. J. Data Sci. Anal.},
volume = {6},
number = {4},
pages = {271--272},
year = {2018},
url = {https://doi.org/10.1007/s41060-018-0157-3},
doi = {10.1007/S41060-018-0157-3},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/CaoLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/OuyangGGCY18,
author = {Yi Ouyang and
Bin Guo and
Tong Guo and
Longbing Cao and
Zhiwen Yu},
title = {Modeling and Forecasting the Popularity Evolution of Mobile Apps:
{A} Multivariate Hawkes Process Approach},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {2},
number = {4},
pages = {182:1--182:23},
year = {2018},
url = {https://doi.org/10.1145/3287060},
doi = {10.1145/3287060},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/imwut/OuyangGGCY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WangBCC18,
author = {Lizhen Wang and
Xuguang Bao and
Hongmei Chen and
Longbing Cao},
title = {Effective lossless condensed representation and discovery of spatial
co-location patterns},
journal = {Inf. Sci.},
volume = {436-437},
pages = {197--213},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.01.011},
doi = {10.1016/J.INS.2018.01.011},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/WangBCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DengCZC018,
author = {Zhaohong Deng and
Junyong Chen and
Te Zhang and
Longbing Cao and
Shitong Wang},
title = {Generalized Hidden-Mapping Minimax Probability Machine for the training
and reliability learning of several classical intelligent models},
journal = {Inf. Sci.},
volume = {436-437},
pages = {302--319},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.01.034},
doi = {10.1016/J.INS.2018.01.034},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/DengCZC018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/DongGC18,
author = {Xiangjun Dong and
Yongshun Gong and
Longbing Cao},
title = {{F-NSP+:} {A} fast negative sequential patterns mining method with
self-adaptive data storage},
journal = {Pattern Recognit.},
volume = {84},
pages = {13--27},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2018.06.016},
doi = {10.1016/J.PATCOG.2018.06.016},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/DongGC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/HuangCZPL18,
author = {Yonggang Huang and
Longbing Cao and
Jun Zhang and
Lei Pan and
Yuying Liu},
title = {Exploring Feature Coupling and Model Coupling for Image Source Identification},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {13},
number = {12},
pages = {3108--3121},
year = {2018},
url = {https://doi.org/10.1109/TIFS.2018.2838079},
doi = {10.1109/TIFS.2018.2838079},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/HuangCZPL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangCSCS18,
author = {Can Wang and
Chi{-}Hung Chi and
Zhong She and
Longbing Cao and
Bela Stantic},
title = {Coupled Clustering Ensemble by Exploring Data Interdependence},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {6},
pages = {63:1--63:38},
year = {2018},
url = {https://doi.org/10.1145/3230967},
doi = {10.1145/3230967},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/WangCSCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuCLYK18,
author = {Chengzhang Zhu and
Longbing Cao and
Qiang Liu and
Jianping Yin and
Vipin Kumar},
title = {Heterogeneous Metric Learning of Categorical Data with Hierarchical
Couplings},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {7},
pages = {1254--1267},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2791525},
doi = {10.1109/TKDE.2018.2791525},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuCLYK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/JianCLG18,
author = {Songlei Jian and
Longbing Cao and
Kai Lu and
Hang Gao},
title = {Unsupervised Coupled Metric Similarity for Non-IID Categorical Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {9},
pages = {1810--1823},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2808532},
doi = {10.1109/TKDE.2018.2808532},
timestamp = {Wed, 03 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/JianCLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/LianZGCCX18,
author = {Defu Lian and
Kai Zheng and
Yong Ge and
Longbing Cao and
Enhong Chen and
Xing Xie},
title = {GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling
and Matrix Factorization},
journal = {{ACM} Trans. Inf. Syst.},
volume = {36},
number = {3},
pages = {33:1--33:29},
year = {2018},
url = {https://doi.org/10.1145/3182166},
doi = {10.1145/3182166},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/LianZGCCX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangHCHL018,
author = {Shoujin Wang and
Liang Hu and
Longbing Cao and
Xiaoshui Huang and
Defu Lian and
Wei Liu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Attention-Based Transactional Context Embedding for Next-Item Recommendation},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {2532--2539},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11851},
doi = {10.1609/AAAI.V32I1.11851},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangHCHL018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DoC18,
author = {Trong Dinh Thac Do and
Longbing Cao},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Coupled Poisson Factorization Integrated With User/Item Metadata for
Modeling Popular and Sparse Ratings in Scalable Recommendation},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {2918--2925},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11689},
doi = {10.1609/AAAI.V32I1.11689},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DoC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JianHCL18,
author = {Songlei Jian and
Liang Hu and
Longbing Cao and
Kai Lu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Metric-Based Auto-Instructor for Learning Mixed Data Representation},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3318--3325},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11597},
doi = {10.1609/AAAI.V32I1.11597},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JianHCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PangCCLL18,
author = {Guansong Pang and
Longbing Cao and
Ling Chen and
Defu Lian and
Huan Liu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier
Detection in High-Dimensional Numeric Data},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3892--3899},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11692},
doi = {10.1609/AAAI.V32I1.11692},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PangCCLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangBC18,
author = {Lizhen Wang and
Xuguang Bao and
Longbing Cao},
title = {Interactive Probabilistic Post-Mining of User-Preferred Spatial Co-Location
Patterns},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1256--1259},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00124},
doi = {10.1109/ICDE.2018.00124},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/WangBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ChenLTC018,
author = {Xingyu Chen and
Fanghui Liu and
Enmei Tu and
Longbing Cao and
Jie Yang},
editor = {Long Cheng and
Andrew Chi{-}Sing Leung and
Seiichi Ozawa},
title = {Deep-PUMR: Deep Positive and Unlabeled Learning with Manifold Regularization},
booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11301},
pages = {12--20},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04167-0\_2},
doi = {10.1007/978-3-030-04167-0\_2},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/ChenLTC018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuJCC18,
author = {Liang Hu and
Songlei Jian and
Longbing Cao and
Qingkui Chen},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Interpretable Recommendation via Attraction Modeling: Learning Multilevel
Attractiveness over Multimodal Movie Contents},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3400--3406},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/472},
doi = {10.24963/IJCAI.2018/472},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuJCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangCZLS18,
author = {Quangui Zhang and
Longbing Cao and
Chengzhang Zhu and
Zhiqiang Li and
Jinguang Sun},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {CoupledCF: Learning Explicit and Implicit User-item Couplings in Recommendation
for Deep Collaborative Filtering},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3662--3668},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/509},
doi = {10.24963/IJCAI.2018/509},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangCZLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DoC18,
author = {Trong Dinh Thac Do and
Longbing Cao},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Metadata-dependent Infinite Poisson Factorization for Efficiently
Modelling Sparse and Large Matrices in Recommendation},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5010--5016},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/695},
doi = {10.24963/IJCAI.2018/695},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/DoC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Lian0ZGCT018,
author = {Defu Lian and
Kai Zheng and
Vincent W. Zheng and
Yong Ge and
Longbing Cao and
Ivor W. Tsang and
Xing Xie},
editor = {Yike Guo and
Faisal Farooq},
title = {High-order Proximity Preserving Information Network Hashing},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1744--1753},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220034},
doi = {10.1145/3219819.3220034},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Lian0ZGCT018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PangCCL18,
author = {Guansong Pang and
Longbing Cao and
Ling Chen and
Huan Liu},
editor = {Yike Guo and
Faisal Farooq},
title = {Learning Representations of Ultrahigh-dimensional Data for Random
Distance-based Outlier Detection},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2041--2050},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220042},
doi = {10.1145/3219819.3220042},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PangCCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DoC18,
author = {Trong Dinh Thac Do and
Longbing Cao},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Gamma-Poisson Dynamic Matrix Factorization Embedded with Metadata
Influence},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5829--5840},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/4e2a6330465c8ffcaa696a5a16639176-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DoC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/XuC18,
author = {Jia Xu and
Longbing Cao},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Vine Copula-Based Asymmetry and Tail Dependence Modeling},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10937},
pages = {285--297},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93034-3\_23},
doi = {10.1007/978-3-319-93034-3\_23},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/XuC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/ZhangCLGCL18,
author = {Liying Zhang and
Longbing Cao and
Sheng Luo and
Lei Gu and
Yijin Chen and
Yuanfeng Lian},
editor = {Guojun Wang and
Qi Han and
Md. Zakirul Alam Bhuiyan and
Xiaoxing Ma and
Fr{\'{e}}d{\'{e}}ric Loulergue and
Peng Li and
Manuel Roveri and
Lei Chen},
title = {Coupled Collective Matrix Factorization},
booktitle = {2018 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computing, Scalable Computing {\&} Communications,
Cloud {\&} Big Data Computing, Internet of People and Smart City
Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018, Guangzhou,
China, October 8-12, 2018},
pages = {1023--1030},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SmartWorld.2018.00179},
doi = {10.1109/SMARTWORLD.2018.00179},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uic/ZhangCLGCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04808,
author = {Guansong Pang and
Longbing Cao and
Ling Chen and
Huan Liu},
title = {Learning Representations of Ultrahigh-dimensional Data for Random
Distance-based Outlier Detection},
journal = {CoRR},
volume = {abs/1806.04808},
year = {2018},
url = {http://arxiv.org/abs/1806.04808},
eprinttype = {arXiv},
eprint = {1806.04808},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/JiangTYC17,
author = {Yunzhi Jiang and
Pohsiang Tsai and
Wei{-}Chang Yeh and
Longbing Cao},
title = {A honey-bee-mating based algorithm for multilevel image segmentation
using Bayesian theorem},
journal = {Appl. Soft Comput.},
volume = {52},
pages = {1181--1190},
year = {2017},
url = {https://doi.org/10.1016/j.asoc.2016.09.008},
doi = {10.1016/J.ASOC.2016.09.008},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/JiangTYC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/Cao17,
author = {Longbing Cao},
title = {Data science: challenges and directions},
journal = {Commun. {ACM}},
volume = {60},
number = {8},
pages = {59--68},
year = {2017},
url = {https://doi.org/10.1145/3015456},
doi = {10.1145/3015456},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/Cao17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/Cao17,
author = {Longbing Cao},
title = {Data Science: {A} Comprehensive Overview},
journal = {{ACM} Comput. Surv.},
volume = {50},
number = {3},
pages = {43:1--43:42},
year = {2017},
url = {https://doi.org/10.1145/3076253},
doi = {10.1145/3076253},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/Cao17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhaiGWC17,
author = {Tingting Zhai and
Yang Gao and
Hao Wang and
Longbing Cao},
title = {Classification of high-dimensional evolving data streams via a resource-efficient
online ensemble},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1242--1265},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0500-7},
doi = {10.1007/S10618-017-0500-7},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ZhaiGWC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/GhoshLCR17,
author = {Shameek Ghosh and
Jinyan Li and
Longbing Cao and
Kotagiri Ramamohanarao},
title = {Septic shock prediction for {ICU} patients via coupled {HMM} walking
on sequential contrast patterns},
journal = {J. Biomed. Informatics},
volume = {66},
pages = {19--31},
year = {2017},
url = {https://doi.org/10.1016/j.jbi.2016.12.010},
doi = {10.1016/J.JBI.2016.12.010},
timestamp = {Fri, 16 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/GhoshLCR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/MengCZS17,
author = {Xiangfu Meng and
Longbing Cao and
Xiaoyan Zhang and
Jingyu Shao},
title = {Top-k coupled keyword recommendation for relational keyword queries},
journal = {Knowl. Inf. Syst.},
volume = {50},
number = {3},
pages = {883--916},
year = {2017},
url = {https://doi.org/10.1007/s10115-016-0959-3},
doi = {10.1007/S10115-016-0959-3},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/MengCZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuXC17,
author = {Bo Liu and
Yanshan Xiao and
Longbing Cao},
title = {SVM-based multi-state-mapping approach for multi-class classification},
journal = {Knowl. Based Syst.},
volume = {129},
pages = {79--96},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.05.011},
doi = {10.1016/J.KNOSYS.2017.05.011},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LiuXC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/FanXCS17,
author = {Xuhui Fan and
Richard Yi Da Xu and
Longbing Cao and
Yin Song},
title = {Learning Nonparametric Relational Models by Conjugately Incorporating
Node Information in a Network},
journal = {{IEEE} Trans. Cybern.},
volume = {47},
number = {3},
pages = {589--599},
year = {2017},
url = {https://doi.org/10.1109/TCYB.2016.2521376},
doi = {10.1109/TCYB.2016.2521376},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/FanXCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/HuCCGXW17,
author = {Liang Hu and
Longbing Cao and
Jian Cao and
Zhiping Gu and
Guandong Xu and
Jie Wang},
title = {Improving the Quality of Recommendations for Users and Items in the
Tail of Distribution},
journal = {{ACM} Trans. Inf. Syst.},
volume = {35},
number = {3},
pages = {25:1--25:37},
year = {2017},
url = {https://doi.org/10.1145/3052769},
doi = {10.1145/3052769},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/HuCCGXW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/ZhouCZQCHW17,
author = {Xiangmin Zhou and
Lei Chen and
Yanchun Zhang and
Dong Qin and
Longbing Cao and
Guangyan Huang and
Chen Wang},
title = {Enhancing online video recommendation using social user interactions},
journal = {{VLDB} J.},
volume = {26},
number = {5},
pages = {637--656},
year = {2017},
url = {https://doi.org/10.1007/s00778-017-0469-2},
doi = {10.1007/S00778-017-0469-2},
timestamp = {Thu, 26 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/ZhouCZQCHW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShiLGCS17,
author = {Yinghuan Shi and
Wenbin Li and
Yang Gao and
Longbing Cao and
Dinggang Shen},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Beyond {IID:} Learning to Combine Non-IID Metrics for Vision Tasks},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1524--1531},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10748},
doi = {10.1609/AAAI.V31I1.10748},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShiLGCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/PangXCZ17,
author = {Guansong Pang and
Hongzuo Xu and
Longbing Cao and
Wentao Zhao},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Selective Value Coupling Learning for Detecting Outliers in High-Dimensional
Categorical Data},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {807--816},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132994},
doi = {10.1145/3132847.3132994},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/PangXCZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuWC17,
author = {Jia Xu and
Wei Wei and
Longbing Cao},
title = {Copula-Based High Dimensional Cross-Market Dependence Modeling},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {734--743},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.67},
doi = {10.1109/DSAA.2017.67},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XuWC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuCWXCG17,
author = {Liang Hu and
Longbing Cao and
Shoujin Wang and
Guandong Xu and
Jian Cao and
Zhiping Gu},
editor = {Carles Sierra},
title = {Diversifying Personalized Recommendation with User-session Context},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {1858--1864},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/258},
doi = {10.24963/IJCAI.2017/258},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HuCWXCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JianCPLG17,
author = {Songlei Jian and
Longbing Cao and
Guansong Pang and
Kai Lu and
Hang Gao},
editor = {Carles Sierra},
title = {Embedding-based Representation of Categorical Data by Hierarchical
Value Coupling Learning},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {1937--1943},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/269},
doi = {10.24963/IJCAI.2017/269},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/JianCPLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PangCCL17,
author = {Guansong Pang and
Longbing Cao and
Ling Chen and
Huan Liu},
editor = {Carles Sierra},
title = {Learning Homophily Couplings from Non-IID Data for Joint Feature Selection
and Noise-Resilient Outlier Detection},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2585--2591},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/360},
doi = {10.24963/IJCAI.2017/360},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/PangCCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Cao17,
author = {Longbing Cao},
title = {Behavior Informatics to Discover Behavior Insight for Active and Tailored
Client Management},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {15--16},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3105818},
doi = {10.1145/3097983.3105818},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Cao17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LianLG00C17,
author = {Defu Lian and
Rui Liu and
Yong Ge and
Kai Zheng and
Xing Xie and
Longbing Cao},
title = {Discrete Content-aware Matrix Factorization},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {325--334},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098008},
doi = {10.1145/3097983.3098008},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LianLG00C17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangHC17,
author = {Shoujin Wang and
Liang Hu and
Longbing Cao},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Perceiving the Next Choice with Comprehensive Transaction Embeddings
for Online Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {285--302},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_18},
doi = {10.1007/978-3-319-71246-8\_18},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2017-1,
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10234},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57454-7},
doi = {10.1007/978-3-319-57454-7},
isbn = {978-3-319-57453-0},
timestamp = {Mon, 16 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2017-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2017-2,
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10235},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57529-2},
doi = {10.1007/978-3-319-57529-2},
isbn = {978-3-319-57528-5},
timestamp = {Mon, 16 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2017-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/CaoDZ16,
author = {Longbing Cao and
Xiangjun Dong and
Zhigang Zheng},
title = {e-NSP: Efficient negative sequential pattern mining},
journal = {Artif. Intell.},
volume = {235},
pages = {156--182},
year = {2016},
url = {https://doi.org/10.1016/j.artint.2016.03.001},
doi = {10.1016/J.ARTINT.2016.03.001},
timestamp = {Tue, 08 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/CaoDZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/GaussierC16,
author = {{\'{E}}ric Gaussier and
Longbing Cao},
title = {Conference Report on 2015 {IEEE} International Conference on Data
Science and Advanced Analytics (DSAA'2015) [Conference Reports]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {11},
number = {1},
pages = {13--14},
year = {2016},
url = {https://doi.org/10.1109/MCI.2015.2502125},
doi = {10.1109/MCI.2015.2502125},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/GaussierC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Cao16,
author = {Longbing Cao},
title = {Data Science: Nature and Pitfalls},
journal = {{IEEE} Intell. Syst.},
volume = {31},
number = {5},
pages = {66--75},
year = {2016},
url = {https://doi.org/10.1109/MIS.2016.86},
doi = {10.1109/MIS.2016.86},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/Cao16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/Cao16,
author = {Longbing Cao},
title = {Data science and analytics: a new era},
journal = {Int. J. Data Sci. Anal.},
volume = {1},
number = {1},
pages = {1--2},
year = {2016},
url = {https://doi.org/10.1007/s41060-016-0006-1},
doi = {10.1007/S41060-016-0006-1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsa/Cao16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/LiHCC16,
author = {Dong Li and
Xianmang He and
Longbing Cao and
Huahui Chen},
title = {Permutation anonymization},
journal = {J. Intell. Inf. Syst.},
volume = {47},
number = {3},
pages = {427--445},
year = {2016},
url = {https://doi.org/10.1007/s10844-015-0373-4},
doi = {10.1007/S10844-015-0373-4},
timestamp = {Wed, 15 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/LiHCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/LiXC16,
author = {Fangfang Li and
Guandong Xu and
Longbing Cao},
title = {Two-level matrix factorization for recommender systems},
journal = {Neural Comput. Appl.},
volume = {27},
number = {8},
pages = {2267--2278},
year = {2016},
url = {https://doi.org/10.1007/s00521-015-2060-3},
doi = {10.1007/S00521-015-2060-3},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/LiXC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/XiaLLC16,
author = {Feng Xia and
Haifeng Liu and
Ivan Lee and
Longbing Cao},
title = {Scientific Article Recommendation: Exploiting Common Author Relations
and Historical Preferences},
journal = {{IEEE} Trans. Big Data},
volume = {2},
number = {2},
pages = {101--112},
year = {2016},
url = {https://doi.org/10.1109/TBDATA.2016.2555318},
doi = {10.1109/TBDATA.2016.2555318},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/XiaLLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/HuCCGXY16,
author = {Liang Hu and
Longbing Cao and
Jian Cao and
Zhiping Gu and
Guandong Xu and
Dingyu Yang},
title = {Learning Informative Priors from Heterogeneous Domains to Improve
Recommendation in Cold-Start User Domains},
journal = {{ACM} Trans. Inf. Syst.},
volume = {35},
number = {2},
pages = {13:1--13:37},
year = {2016},
url = {https://doi.org/10.1145/2976737},
doi = {10.1145/2976737},
timestamp = {Sun, 28 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/HuCCGXY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/ZhengWLCCB16,
author = {Zhigang Zheng and
Wei Wei and
Chunming Liu and
Wei Cao and
Longbing Cao and
Maninder Bhatia},
title = {An effective contrast sequential pattern mining approach to taxpayer
behavior analysis},
journal = {World Wide Web},
volume = {19},
number = {4},
pages = {633--651},
year = {2016},
url = {https://doi.org/10.1007/s11280-015-0350-4},
doi = {10.1007/S11280-015-0350-4},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/ZhengWLCCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/ShenCYG16,
author = {Bin Shen and
Longbing Cao and
Min Yao and
Yunjun Gao},
title = {Mining preferred navigation patterns by consolidating both selection
and time preferences},
journal = {World Wide Web},
volume = {19},
number = {5},
pages = {979--1007},
year = {2016},
url = {https://doi.org/10.1007/s11280-015-0371-z},
doi = {10.1007/S11280-015-0371-Z},
timestamp = {Mon, 05 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/www/ShenCYG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/KumarRRC16,
author = {Karnam Dileep Kumar and
Krishna Reddy Polepalli and
Pailla Balakrishna Reddy and
Longbing Cao},
editor = {Ngoc Thanh Nguyen and
Bogdan Trawinski and
Hamido Fujita and
Tzung{-}Pei Hong},
title = {Improving the Performance of Collaborative Filtering with Category-Specific
Neighborhood},
booktitle = {Intelligent Information and Database Systems - 8th Asian Conference,
{ACIIDS} 2016, Da Nang, Vietnam, March 14-16, 2016, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {9622},
pages = {201--210},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-662-49390-8\_19},
doi = {10.1007/978-3-662-49390-8\_19},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aciids/KumarRRC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PangCCL16,
author = {Guansong Pang and
Longbing Cao and
Ling Chen and
Huan Liu},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Unsupervised Feature Selection for Outlier Detection by Modelling
Hierarchical Value-Feature Couplings},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {410--419},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0052},
doi = {10.1109/ICDM.2016.0052},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PangCCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FanXC16,
author = {Xuhui Fan and
Richard Yi Da Xu and
Longbing Cao},
editor = {Subbarao Kambhampati},
title = {Copula Mixed-Membership Stochastic Blockmodel},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1462--1468},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/210},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/FanXC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PangCC16,
author = {Guansong Pang and
Longbing Cao and
Ling Chen},
editor = {Subbarao Kambhampati},
title = {Outlier Detection in Complex Categorical Data by Modeling the Feature
Value Couplings},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1902--1908},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/272},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PangCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangLWCMK16,
author = {Shoujin Wang and
Wei Liu and
Jia Wu and
Longbing Cao and
Qinxue Meng and
Paul J. Kennedy},
title = {Training deep neural networks on imbalanced data sets},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {4368--4374},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727770},
doi = {10.1109/IJCNN.2016.7727770},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/WangLWCMK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/aikp/Cao15,
author = {Longbing Cao},
title = {Metasynthetic Computing and Engineering of Complex Systems},
series = {Advanced Information and Knowledge Processing},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-1-4471-6551-4},
doi = {10.1007/978-1-4471-6551-4},
isbn = {978-1-4471-6550-7},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/aikp/Cao15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/FarihaALSPC15,
author = {Anna Fariha and
Chowdhury Farhan Ahmed and
Carson K. Leung and
Md. Samiullah and
Suraiya Pervin and
Longbing Cao},
title = {A new framework for mining frequent interaction patterns from meeting
databases},
journal = {Eng. Appl. Artif. Intell.},
volume = {45},
pages = {103--118},
year = {2015},
url = {https://doi.org/10.1016/j.engappai.2015.06.019},
doi = {10.1016/J.ENGAPPAI.2015.06.019},
timestamp = {Sat, 20 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/FarihaALSPC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CaoC15,
author = {Wei Cao and
Longbing Cao},
title = {Financial Crisis Forecasting via Coupled Market State Analysis},
journal = {{IEEE} Intell. Syst.},
volume = {30},
number = {2},
pages = {18--25},
year = {2015},
url = {https://doi.org/10.1109/MIS.2015.4},
doi = {10.1109/MIS.2015.4},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/CaoC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CaoYK15,
author = {Longbing Cao and
Philip S. Yu and
Vipin Kumar},
title = {Nonoccurring Behavior Analytics: {A} New Area},
journal = {{IEEE} Intell. Syst.},
volume = {30},
number = {6},
pages = {4--11},
year = {2015},
url = {https://doi.org/10.1109/MIS.2015.105},
doi = {10.1109/MIS.2015.105},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/CaoYK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/Cao15,
author = {Longbing Cao},
title = {Coupling learning of complex interactions},
journal = {Inf. Process. Manag.},
volume = {51},
number = {2},
pages = {167--186},
year = {2015},
url = {https://doi.org/10.1016/j.ipm.2014.08.007},
doi = {10.1016/J.IPM.2014.08.007},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/Cao15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/YueCMCX15,
author = {Xiaodong Yue and
Longbing Cao and
Duoqian Miao and
Yufei Chen and
B. Xu},
title = {Multi-view attribute reduction model for traffic bottleneck analysis},
journal = {Knowl. Based Syst.},
volume = {86},
pages = {1--10},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.03.022},
doi = {10.1016/J.KNOSYS.2015.03.022},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/YueCMCX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/FanC15,
author = {Xuhui Fan and
Longbing Cao},
title = {A convergence theorem for graph shift-type algorithms},
journal = {Pattern Recognit.},
volume = {48},
number = {8},
pages = {2751--2760},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2015.02.013},
doi = {10.1016/J.PATCOG.2015.02.013},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/FanC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/JiangTHC15,
author = {Yunzhi Jiang and
Pohsiang Tsai and
Zhifeng Hao and
Longbing Cao},
title = {Automatic multilevel thresholding for image segmentation using stratified
sampling and Tabu Search},
journal = {Soft Comput.},
volume = {19},
number = {9},
pages = {2605--2617},
year = {2015},
url = {https://doi.org/10.1007/s00500-014-1425-3},
doi = {10.1007/S00500-014-1425-3},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/JiangTHC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LiuDCXLG15,
author = {Weiwei Liu and
Zhi{-}Hong Deng and
Longbing Cao and
Xiaoran Xu and
He Liu and
Xiuwen Gong},
title = {Mining Top {K} Spread Sources for a Specific Topic and a Given Node},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {11},
pages = {2472--2483},
year = {2015},
url = {https://doi.org/10.1109/TCYB.2014.2375185},
doi = {10.1109/TCYB.2014.2375185},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/LiuDCXLG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/DengCJW15,
author = {Zhaohong Deng and
Longbing Cao and
Yizhang Jiang and
Shitong Wang},
title = {Minimax Probability {TSK} Fuzzy System Classifier: {A} More Transparent
and Highly Interpretable Classification Model},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {23},
number = {4},
pages = {813--826},
year = {2015},
url = {https://doi.org/10.1109/TFUZZ.2014.2328014},
doi = {10.1109/TFUZZ.2014.2328014},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/DengCJW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Fournier-VigerW15,
author = {Philippe Fournier{-}Viger and
Cheng{-}Wei Wu and
Vincent S. Tseng and
Longbing Cao and
Roger Nkambou},
title = {Mining Partially-Ordered Sequential Rules Common to Multiple Sequences},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {8},
pages = {2203--2216},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2015.2405509},
doi = {10.1109/TKDE.2015.2405509},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/Fournier-VigerW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangDZCC15,
author = {Can Wang and
Xiangjun Dong and
Fei Zhou and
Longbing Cao and
Chi{-}Hung Chi},
title = {Coupled Attribute Similarity Learning on Categorical Data},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {4},
pages = {781--797},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2325872},
doi = {10.1109/TNNLS.2014.2325872},
timestamp = {Sat, 02 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WangDZCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FanCX15,
author = {Xuhui Fan and
Longbing Cao and
Richard Yi Da Xu},
title = {Dynamic Infinite Mixed-Membership Stochastic Blockmodel},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {9},
pages = {2072--2085},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2369374},
doi = {10.1109/TNNLS.2014.2369374},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/FanCX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YangGSC15,
author = {Wanqi Yang and
Yang Gao and
Yinghuan Shi and
Longbing Cao},
title = {MRM-Lasso: {A} Sparse Multiview Feature Selection Method via Low-Rank
Analysis},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {11},
pages = {2801--2815},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2015.2396937},
doi = {10.1109/TNNLS.2015.2396937},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/YangGSC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WangCC15,
author = {Can Wang and
Longbing Cao and
Chi{-}Hung Chi},
title = {Formalization and Verification of Group Behavior Interactions},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {45},
number = {8},
pages = {1109--1124},
year = {2015},
url = {https://doi.org/10.1109/TSMC.2015.2399862},
doi = {10.1109/TSMC.2015.2399862},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/WangCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CaoHC15,
author = {Wei Cao and
Liang Hu and
Longbing Cao},
editor = {Blai Bonet and
Sven Koenig},
title = {Deep Modeling Complex Couplings within Financial Markets},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2518--2524},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9559},
doi = {10.1609/AAAI.V29I1.9559},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CaoHC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiangLCL15,
author = {Xinxin Jiang and
Wei Liu and
Longbing Cao and
Guodong Long},
editor = {Blai Bonet and
Sven Koenig},
title = {Coupled Collaborative Filtering for Context-aware Recommendation},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {4172--4173},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9705},
doi = {10.1609/AAAI.V29I1.9705},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiangLCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShaoYLC15,
author = {Jingyu Shao and
Junfu Yin and
Wei Liu and
Longbing Cao},
editor = {Blai Bonet and
Sven Koenig},
title = {Actionable Combined High Utility Itemset Mining},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {4206--4207},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9708},
doi = {10.1609/AAAI.V29I1.9708},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShaoYLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YueCCX15,
author = {Xiaodong Yue and
Longbing Cao and
Yufei Chen and
Bin Xu},
editor = {Adi Botea and
Sebastiaan A. Meijer},
title = {Multi-View Actionable Patterns for Managing Traffic Bottleneck},
booktitle = {Artificial Intelligence for Transportation: Advice, Interactivity,
and Actor Modeling, Papers from the 2015 {AAAI} Workshop, Austin,
Texas, USA, January 26, 2015},
series = {{AAAI} Technical Report},
volume = {{WS-15-05}},
publisher = {{AAAI} Press},
year = {2015},
url = {http://aaai.org/ocs/index.php/WS/AAAIW15/paper/view/10097},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YueCCX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CaoDCZ15,
author = {Wei Cao and
Yves Demazeau and
Longbing Cao and
Weidong Zhu},
title = {Financial crisis and global market couplings},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344854},
doi = {10.1109/DSAA.2015.7344854},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CaoDCZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenHXLC15,
author = {Qianqian Chen and
Liang Hu and
Jia Xu and
Wei Liu and
Longbing Cao},
title = {Document similarity analysis via involving both explicit and implicit
semantic couplings},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344832},
doi = {10.1109/DSAA.2015.7344832},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChenHXLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShaoYLC15,
author = {Jingyu Shao and
Junfu Yin and
Wei Liu and
Longbing Cao},
title = {Mining actionable combined patterns of high utility and frequency},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344840},
doi = {10.1109/DSAA.2015.7344840},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ShaoYLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/enter/RossettiSCZ15,
author = {Marco Rossetti and
Fabio Stella and
Longbing Cao and
Markus Zanker},
editor = {Iis Tussyadiah and
Alessandro Inversini},
title = {Analysing User Reviews in Tourism with Topic Models},
booktitle = {Information and Communication Technologies in Tourism 2015, {ENTER}
2015, Proceedings of the International Conference in Lugano, Switzerland,
February 3 - 6, 2015},
pages = {47--58},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-14343-9\_4},
doi = {10.1007/978-3-319-14343-9\_4},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/enter/RossettiSCZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuC15,
author = {Chunming Liu and
Longbing Cao},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {A Coupled k-Nearest Neighbor Algorithm for Multi-label Classification},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9077},
pages = {176--187},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18038-0\_14},
doi = {10.1007/978-3-319-18038-0\_14},
timestamp = {Tue, 24 Aug 2021 17:53:57 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiuC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiXC15,
author = {Fangfang Li and
Guandong Xu and
Longbing Cao},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Coupled Matrix Factorization Within Non-IID Context},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9078},
pages = {707--719},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18032-8\_55},
doi = {10.1007/978-3-319-18032-8\_55},
timestamp = {Tue, 24 Aug 2021 17:53:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiXC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/FuXCWW15,
author = {Bin Fu and
Guandong Xu and
Longbing Cao and
Zhihai Wang and
Zhiang Wu},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Coupling Multiple Views of Relations for Recommendation},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9078},
pages = {732--743},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18032-8\_57},
doi = {10.1007/978-3-319-18032-8\_57},
timestamp = {Thu, 16 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/FuXCWW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhouCZCHW15,
author = {Xiangmin Zhou and
Lei Chen and
Yanchun Zhang and
Longbing Cao and
Guangyan Huang and
Chen Wang},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {Online Video Recommendation in Sharing Community},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {1645--1656},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2749444},
doi = {10.1145/2723372.2749444},
timestamp = {Thu, 26 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ZhouCZCHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/admi/2014,
editor = {Longbing Cao and
Yifeng Zeng and
Bo An and
Andreas L. Symeonidis and
Vladimir Gorodetsky and
Frans Coenen and
Philip S. Yu},
title = {Agents and Data Mining Interaction - 10th International Workshop,
{ADMI} 2014, Paris, France, May 5-9, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9145},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20230-3},
doi = {10.1007/978-3-319-20230-3},
isbn = {978-3-319-20229-7},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/admi/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2015,
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2783258},
isbn = {978-1-4503-3664-2},
timestamp = {Mon, 10 Aug 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiXC15,
author = {Fangfang Li and
Guandong Xu and
Longbing Cao},
title = {{CSAL:} Self-adaptive Labeling based Clustering Integrating Supervised
Learning on Unlabeled Data},
journal = {CoRR},
volume = {abs/1502.05111},
year = {2015},
url = {http://arxiv.org/abs/1502.05111},
eprinttype = {arXiv},
eprint = {1502.05111},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiXC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiZFXC15,
author = {Fangfang Li and
Yanchang Zhao and
Klaus Felsche and
Guandong Xu and
Longbing Cao},
title = {Coupling Analysis Between Twitter and Call Centre},
journal = {CoRR},
volume = {abs/1509.02238},
year = {2015},
url = {http://arxiv.org/abs/1509.02238},
eprinttype = {arXiv},
eprint = {1509.02238},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiZFXC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XiaoLHC14,
author = {Yanshan Xiao and
Bo Liu and
Zhifeng Hao and
Longbing Cao},
title = {A K-Farthest-Neighbor-based approach for support vector data description},
journal = {Appl. Intell.},
volume = {41},
number = {1},
pages = {196--211},
year = {2014},
url = {https://doi.org/10.1007/s10489-013-0502-0},
doi = {10.1007/S10489-013-0502-0},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/XiaoLHC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/YangGCYS14,
author = {Wanqi Yang and
Yang Gao and
Longbing Cao and
Ming Yang and
Yinghuan Shi},
title = {mPadal: a joint local-and-global multi-view feature selection method
for activity recognition},
journal = {Appl. Intell.},
volume = {41},
number = {3},
pages = {776--790},
year = {2014},
url = {https://doi.org/10.1007/s10489-014-0566-5},
doi = {10.1007/S10489-014-0566-5},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/YangGCYS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZhuC0L14,
author = {Lin Zhu and
Longbing Cao and
Jie Yang and
Jingsheng Lei},
title = {Evolving soft subspace clustering},
journal = {Appl. Soft Comput.},
volume = {14},
pages = {210--228},
year = {2014},
url = {https://doi.org/10.1016/j.asoc.2013.03.002},
doi = {10.1016/J.ASOC.2013.03.002},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ZhuC0L14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/Cao14,
author = {Longbing Cao},
title = {Non-IIDness Learning in Behavioral and Social Data},
journal = {Comput. J.},
volume = {57},
number = {9},
pages = {1358--1370},
year = {2014},
url = {https://doi.org/10.1093/comjnl/bxt084},
doi = {10.1093/COMJNL/BXT084},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cj/Cao14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CaoJWGLOLZLXWPZYZSS14,
author = {Longbing Cao and
Thorsten Joachims and
Can Wang and
{\'{E}}ric Gaussier and
Jinjiu Li and
Yuming Ou and
Dan Luo and
Reza Zafarani and
Huan Liu and
Guandong Xu and
Zhiang Wu and
Gabriella Pasi and
Ya Zhang and
Xiaokang Yang and
Hongyuan Zha and
Edoardo Serra and
V. S. Subrahmanian},
title = {Behavior Informatics: {A} New Perspective},
journal = {{IEEE} Intell. Syst.},
volume = {29},
number = {4},
pages = {62--80},
year = {2014},
url = {https://doi.org/10.1109/MIS.2014.60},
doi = {10.1109/MIS.2014.60},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/CaoJWGLOLZLXWPZYZSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TuC0K14,
author = {Enmei Tu and
Longbing Cao and
Jie Yang and
Nikola K. Kasabov},
title = {A novel graph-based k-means for nonlinear manifold clustering and
representative selection},
journal = {Neurocomputing},
volume = {143},
pages = {109--122},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2014.05.067},
doi = {10.1016/J.NEUCOM.2014.05.067},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TuC0K14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiuXYHC14,
author = {Bo Liu and
Yanshan Xiao and
Philip S. Yu and
Zhifeng Hao and
Longbing Cao},
title = {An efficient orientation distance-based discriminative feature extraction
method for multi-classification},
journal = {Knowl. Inf. Syst.},
volume = {39},
number = {2},
pages = {409--433},
year = {2014},
url = {https://doi.org/10.1007/s10115-013-0613-2},
doi = {10.1007/S10115-013-0613-2},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LiuXYHC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/WangTCM14,
author = {Cheng Wang and
Tiejun Tong and
Longbing Cao and
Baiqi Miao},
title = {Non-parametric shrinkage mean estimation for quadratic loss functions
with unknown covariance matrices},
journal = {J. Multivar. Anal.},
volume = {125},
pages = {222--232},
year = {2014},
url = {https://doi.org/10.1016/j.jmva.2013.12.012},
doi = {10.1016/J.JMVA.2013.12.012},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/WangTCM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YueMCWC14,
author = {Xiaodong Yue and
Duoqian Miao and
Longbing Cao and
Qiang Wu and
Yufei Chen},
title = {An efficient color quantization based on generic roughness measure},
journal = {Pattern Recognit.},
volume = {47},
number = {4},
pages = {1777--1789},
year = {2014},
url = {https://doi.org/10.1016/j.patcog.2013.11.017},
doi = {10.1016/J.PATCOG.2013.11.017},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/YueMCWC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/FuWXC14,
author = {Bin Fu and
Zhihai Wang and
Guandong Xu and
Longbing Cao},
title = {Multi-label learning based on iterative label propagation over graph},
journal = {Pattern Recognit. Lett.},
volume = {42},
pages = {85--90},
year = {2014},
url = {https://doi.org/10.1016/j.patrec.2014.01.001},
doi = {10.1016/J.PATREC.2014.01.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/FuWXC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcci/LiLOZLBC14,
author = {Mu Li and
Jinjiu Li and
Yuming Ou and
Ya Zhang and
Dan Luo and
Maninder Bahtia and
Longbing Cao},
title = {Coupled K-Nearest Centroid Classification for Non-iid Data},
journal = {Trans. Comput. Collect. Intell.},
volume = {15},
pages = {89--100},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44750-5\_5},
doi = {10.1007/978-3-662-44750-5\_5},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcci/LiLOZLBC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/LiuYGC14,
author = {Hui{-}Dong Liu and
Ming Yang and
Yang Gao and
Longbing Cao},
title = {Fast Local Histogram Specification},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {24},
number = {11},
pages = {1833--1843},
year = {2014},
url = {https://doi.org/10.1109/TCSVT.2014.2329373},
doi = {10.1109/TCSVT.2014.2329373},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/LiuYGC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/XiaoLHC14,
author = {Yanshan Xiao and
Bo Liu and
Zhifeng Hao and
Longbing Cao},
title = {A Similarity-Based Classification Framework for Multiple-Instance
Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {44},
number = {4},
pages = {500--515},
year = {2014},
url = {https://doi.org/10.1109/TCYB.2013.2257749},
doi = {10.1109/TCYB.2013.2257749},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/XiaoLHC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuXYCZH14,
author = {Bo Liu and
Yanshan Xiao and
Philip S. Yu and
Longbing Cao and
Yun Zhang and
Zhifeng Hao},
title = {Uncertain One-Class Learning and Concept Summarization Learning on
Uncertain Data Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {2},
pages = {468--484},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2012.235},
doi = {10.1109/TKDE.2012.235},
timestamp = {Sat, 25 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuXYCZH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuXYHC14,
author = {Bo Liu and
Yanshan Xiao and
Philip S. Yu and
Zhifeng Hao and
Longbing Cao},
title = {An Efficient Approach for Outlier Detection with Imperfect Data Labels},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {7},
pages = {1602--1616},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.108},
doi = {10.1109/TKDE.2013.108},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuXYHC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/XuZC14,
author = {Zhe Xu and
Ya Zhang and
Longbing Cao},
title = {Social Image Analysis From a Non-IID Perspective},
journal = {{IEEE} Trans. Multim.},
volume = {16},
number = {7},
pages = {1986--1998},
year = {2014},
url = {https://doi.org/10.1109/TMM.2014.2342658},
doi = {10.1109/TMM.2014.2342658},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/XuZC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DengCCW14,
author = {Zhaohong Deng and
Kup{-}Sze Choi and
Longbing Cao and
Shitong Wang},
title = {{T2FELA:} Type-2 Fuzzy Extreme Learning Algorithm for Fast Training
of Interval Type-2 {TSK} Fuzzy Logic System},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {25},
number = {4},
pages = {664--676},
year = {2014},
url = {https://doi.org/10.1109/TNNLS.2013.2280171},
doi = {10.1109/TNNLS.2013.2280171},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/DengCCW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuCXCGC14,
author = {Liang Hu and
Jian Cao and
Guandong Xu and
Longbing Cao and
Zhiping Gu and
Wei Cao},
editor = {Carla E. Brodley and
Peter Stone},
title = {Deep Modeling of Group Preferences for Group-Based Recommendation},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1861--1867},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.9007},
doi = {10.1609/AAAI.V28I1.9007},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuCXCGC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/admi/LiLOC14,
author = {Mu Li and
Jinjiu Li and
Yuming Ou and
Longbing Cao},
editor = {Longbing Cao and
Yifeng Zeng and
Bo An and
Andreas L. Symeonidis and
Vladimir Gorodetsky and
Frans Coenen and
Philip S. Yu},
title = {A Coupled Similarity Kernel for Pairwise Support Vector Machine},
booktitle = {Agents and Data Mining Interaction - 10th International Workshop,
{ADMI} 2014, Paris, France, May 5-9, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9145},
pages = {114--123},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-20230-3\_10},
doi = {10.1007/978-3-319-20230-3\_10},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/admi/LiLOC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MengCS14,
author = {Xiangfu Meng and
Longbing Cao and
Jingyu Shao},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Semantic Approximate Keyword Query Based on Keyword and Query Coupling
Relationship Analysis},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {529--538},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661867},
doi = {10.1145/2661829.2661867},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/MengCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YuKMGGCKK014,
author = {Philip S. Yu and
Masaru Kitsuregawa and
Hiroshi Motoda and
Bart Goethals and
Minyi Guo and
Longbing Cao and
George Karypis and
Irwin King and
Wei Wang},
title = {Welcome from {DSAA} 2014 chairs},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {9--10},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058034},
doi = {10.1109/DSAA.2014.7058034},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YuKMGGCKK014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/DengJCW14,
author = {Zhaohong Deng and
Yizhang Jiang and
Longbing Cao and
Shitong Wang},
title = {Knowledge-leverage based {TSK} fuzzy system with improved knowledge
transfer},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2014,
Beijing, China, July 6-11, 2014},
pages = {178--185},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/FUZZ-IEEE.2014.6891544},
doi = {10.1109/FUZZ-IEEE.2014.6891544},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/DengJCW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuCCXCG14,
author = {Liang Hu and
Wei Cao and
Jian Cao and
Guandong Xu and
Longbing Cao and
Zhiping Gu},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Bayesian Heteroskedastic Choice Modeling on Non-identically Distributed
Linkages},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {851--856},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.84},
doi = {10.1109/ICDM.2014.84},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuCCXCG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiuCY14,
author = {Chunming Liu and
Longbing Cao and
Philip S. Yu},
title = {Coupled fuzzy k-nearest neighbors classification of imbalanced non-IID
categorical data},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {1122--1129},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889773},
doi = {10.1109/IJCNN.2014.6889773},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiuCY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiuCY14a,
author = {Chunming Liu and
Longbing Cao and
Philip S. Yu},
title = {A hybrid coupled k-nearest neighbor algorithm on imbalance data},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {2011--2018},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889798},
doi = {10.1109/IJCNN.2014.6889798},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiuCY14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WeiYLC14,
author = {Wei Wei and
Junfu Yin and
Jinyan Li and
Longbing Cao},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Modeling Asymmetry and Tail Dependence among Multiple Variables by
Using Partial Regular Vine},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {776--784},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.89},
doi = {10.1137/1.9781611973440.89},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WeiYLC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/LiXC14,
author = {Fangfang Li and
Guandong Xu and
Longbing Cao},
editor = {Boualem Benatallah and
Azer Bestavros and
Yannis Manolopoulos and
Athena Vakali and
Yanchun Zhang},
title = {Coupled Item-Based Matrix Factorization},
booktitle = {Web Information Systems Engineering - {WISE} 2014 - 15th International
Conference, Thessaloniki, Greece, October 12-14, 2014, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8786},
pages = {1--14},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11749-2\_1},
doi = {10.1007/978-3-319-11749-2\_1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wise/LiXC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/admi/2013,
editor = {Longbing Cao and
Yifeng Zeng and
Andreas L. Symeonidis and
Vladimir Gorodetsky and
J{\"{o}}rg P. M{\"{u}}ller and
Philip S. Yu},
title = {Agents and Data Mining Interaction - 9th International Workshop, {ADMI}
2013, Saint Paul, MN, USA, May 6-7, 2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8316},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-642-55192-5},
doi = {10.1007/978-3-642-55192-5},
isbn = {978-3-642-55191-8},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/admi/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiXCFN14,
author = {Fangfang Li and
Guandong Xu and
Longbing Cao and
Xiaozhong Fan and
Zhendong Niu},
title = {{CMF:} Coupled Matrix Factorization for Recommender Systems},
journal = {CoRR},
volume = {abs/1404.7467},
year = {2014},
url = {http://arxiv.org/abs/1404.7467},
eprinttype = {arXiv},
eprint = {1404.7467},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiXCFN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiXC14,
author = {Fangfang Li and
Guandong Xu and
Longbing Cao},
title = {Coupled Item-based Matrix Factorization},
journal = {CoRR},
volume = {abs/1405.6223},
year = {2014},
url = {http://arxiv.org/abs/1405.6223},
eprinttype = {arXiv},
eprint = {1405.6223},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiXC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/WangCM13,
author = {Cheng Wang and
Longbing Cao and
Baiqi Miao},
title = {Optimal feature selection for sparse linear discriminant analysis
and its applications in gene expression data},
journal = {Comput. Stat. Data Anal.},
volume = {66},
pages = {140--149},
year = {2013},
url = {https://doi.org/10.1016/j.csda.2013.04.003},
doi = {10.1016/J.CSDA.2013.04.003},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/WangCM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/YangGC13,
author = {Wanqi Yang and
Yang Gao and
Longbing Cao},
title = {{TRASMIL:} {A} local anomaly detection framework based on trajectory
segmentation and multi-instance learning},
journal = {Comput. Vis. Image Underst.},
volume = {117},
number = {10},
pages = {1273--1286},
year = {2013},
url = {https://doi.org/10.1016/j.cviu.2012.08.010},
doi = {10.1016/J.CVIU.2012.08.010},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/YangGC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fodm/ZhouCY13,
author = {Jian Zhou and
Longbing Cao and
Nan Yang},
title = {On the convergence of some possibilistic clustering algorithms},
journal = {Fuzzy Optim. Decis. Mak.},
volume = {12},
number = {4},
pages = {415--432},
year = {2013},
url = {https://doi.org/10.1007/s10700-013-9159-8},
doi = {10.1007/S10700-013-9159-8},
timestamp = {Fri, 24 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fodm/ZhouCY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsnet/YuNCH13,
author = {Dong Yu and
Priyadarsi Nanda and
Longbing Cao and
Xiangjian He},
title = {{TCTM:} an evaluation framework for architecture design on wireless
sensor networks},
journal = {Int. J. Sens. Networks},
volume = {14},
number = {3},
pages = {168--177},
year = {2013},
url = {https://doi.org/10.1504/IJSNET.2013.057517},
doi = {10.1504/IJSNET.2013.057517},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsnet/YuNCH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiuXCHD13,
author = {Bo Liu and
Yanshan Xiao and
Longbing Cao and
Zhifeng Hao and
Feiqi Deng},
title = {SVDD-based outlier detection on uncertain data},
journal = {Knowl. Inf. Syst.},
volume = {34},
number = {3},
pages = {597--618},
year = {2013},
url = {https://doi.org/10.1007/s10115-012-0484-y},
doi = {10.1007/S10115-012-0484-Y},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LiuXCHD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/CaoYMW13,
author = {Longbing Cao and
Philip S. Yu and
Hiroshi Motoda and
Graham Williams},
title = {Special issue on behavior computing},
journal = {Knowl. Inf. Syst.},
volume = {37},
number = {2},
pages = {245--249},
year = {2013},
url = {https://doi.org/10.1007/s10115-013-0668-0},
doi = {10.1007/S10115-013-0668-0},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/CaoYMW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/WangYMC13,
author = {Cheng Wang and
Jing Yang and
Baiqi Miao and
Longbing Cao},
title = {Identity tests for high dimensional data using {RMT}},
journal = {J. Multivar. Anal.},
volume = {118},
pages = {128--137},
year = {2013},
url = {https://doi.org/10.1016/j.jmva.2013.03.015},
doi = {10.1016/J.JMVA.2013.03.015},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/WangYMC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/JiangDCF13,
author = {Frank Jiang and
Daoyi Dong and
Longbing Cao and
Michael R. Frater},
title = {Agent-Based Self-Adaptable Context-Aware Network Vulnerability Assessment},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {10},
number = {3},
pages = {255--270},
year = {2013},
url = {https://doi.org/10.1109/TNSM.2013.090313.120388},
doi = {10.1109/TNSM.2013.090313.120388},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnsm/JiangDCF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Cao13,
author = {Longbing Cao},
title = {Combined mining: Analyzing object and pattern relations for discovering
and constructing complex yet actionable patterns},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {3},
number = {2},
pages = {140--155},
year = {2013},
url = {https://doi.org/10.1002/widm.1080},
doi = {10.1002/WIDM.1080},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/Cao13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/WeiLCOC13,
author = {Wei Wei and
Jinjiu Li and
Longbing Cao and
Yuming Ou and
Jiahang Chen},
title = {Effective detection of sophisticated online banking fraud on extremely
imbalanced data},
journal = {World Wide Web},
volume = {16},
number = {4},
pages = {449--475},
year = {2013},
url = {https://doi.org/10.1007/s11280-012-0178-0},
doi = {10.1007/S11280-012-0178-0},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/WeiLCOC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/admi/LiLOZLBC13,
author = {Mu Li and
Jinjiu Li and
Yuming Ou and
Ya Zhang and
Dan Luo and
Maninder Bahtia and
Longbing Cao},
editor = {Longbing Cao and
Yifeng Zeng and
Andreas L. Symeonidis and
Vladimir Gorodetsky and
J{\"{o}}rg P. M{\"{u}}ller and
Philip S. Yu},
title = {Learning Heterogeneous Coupling Relationships Between Non-IID Terms},
booktitle = {Agents and Data Mining Interaction - 9th International Workshop, {ADMI}
2013, Saint Paul, MN, USA, May 6-7, 2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8316},
pages = {79--91},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-55192-5\_7},
doi = {10.1007/978-3-642-55192-5\_7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/admi/LiLOZLBC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmei/LiZYC13,
author = {Wei Li and
Dazhe Zhao and
Jinzhu Yang and
Longbing Cao},
editor = {Jean X. Gao and
Dongrong Xu and
Xiaoyan Sun and
Yingfei Wu},
title = {An approach of hierarchical concept clustering on Medical Short Text
corpus},
booktitle = {6th International Conference on Biomedical Engineering and Informatics,
{BMEI} 2013, Hangzhou, China, December 16-18, 2013},
pages = {509--518},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/BMEI.2013.6746995},
doi = {10.1109/BMEI.2013.6746995},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmei/LiZYC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/WangCCM13,
author = {Xing Wang and
Ji Chen and
Longbing Cao and
Xiangfu Meng},
title = {The Foundation of Fuzzy Rule Interchange in the Semantic Web},
booktitle = {2013 {IEEE/WIC/ACM} International Conferences on Web Intelligence
and Intelligent Agent Technology, Atlanta, Georgia, USA, 17-20 November
2013, Workshop Proceedings},
pages = {280--281},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/WI-IAT.2013.197},
doi = {10.1109/WI-IAT.2013.197},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/WangCCM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangSC13,
author = {Can Wang and
Zhong She and
Longbing Cao},
editor = {Christian S. Jensen and
Christopher M. Jermaine and
Xiaofang Zhou},
title = {Coupled clustering ensemble: Incorporating coupling relationships
both between base clusterings and objects},
booktitle = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013,
Brisbane, Australia, April 8-12, 2013},
pages = {374--385},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDE.2013.6544840},
doi = {10.1109/ICDE.2013.6544840},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/WangSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FuXWC13,
author = {Bin Fu and
Guandong Xu and
Zhihai Wang and
Longbing Cao},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Leveraging Supervised Label Dependency Propagation for Multi-label
Learning},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {1061--1066},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.143},
doi = {10.1109/ICDM.2013.143},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FuXWC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YinZCSW13,
author = {Junfu Yin and
Zhigang Zheng and
Longbing Cao and
Yin Song and
Wei Wei},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Efficiently Mining Top-K High Utility Sequential Patterns},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {1259--1264},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.148},
doi = {10.1109/ICDM.2013.148},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YinZCSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangSC13,
author = {Can Wang and
Zhong She and
Longbing Cao},
editor = {Francesca Rossi},
title = {Coupled Attribute Analysis on Numerical Data},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1736--1742},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6868},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuCXWGC13,
author = {Liang Hu and
Jian Cao and
Guandong Xu and
Jie Wang and
Zhiping Gu and
Longbing Cao},
editor = {Francesca Rossi},
title = {Cross-Domain Collaborative Filtering via Bilinear Multilevel Analysis},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2626--2632},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6726},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HuCXWGC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CaoCS13,
author = {Wei Cao and
Longbing Cao and
Yin Song},
title = {Coupled market behavior based financial crisis detection},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706966},
doi = {10.1109/IJCNN.2013.6706966},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CaoCS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChengMWC13,
author = {Xin Cheng and
Duoqian Miao and
Can Wang and
Longbing Cao},
title = {Coupled term-term relation analysis for document clustering},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706853},
doi = {10.1109/IJCNN.2013.6706853},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ChengMWC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiCZCY13,
author = {Wei Li and
Longbing Cao and
Dazhe Zhao and
Xia Cui and
Jinzhu Yang},
title = {{CRNN:} Integrating classification rules into neural network},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707015},
doi = {10.1109/IJCNN.2013.6707015},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiCZCY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SongCYW13,
author = {Yin Song and
Longbing Cao and
Junfu Yin and
Cheng Wang},
title = {Extracting discriminative features for identifying abnormal sequences
in one-class mode},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706837},
doi = {10.1109/IJCNN.2013.6706837},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SongCYW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/FarihaALAC13,
author = {Anna Fariha and
Chowdhury Farhan Ahmed and
Carson Kai{-}Sang Leung and
S. M. Abdullah and
Longbing Cao},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Mining Frequent Patterns from Human Interactions in Meetings Using
Directed Acyclic Graphs},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
pages = {38--49},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_4},
doi = {10.1007/978-3-642-37453-1\_4},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/FarihaALAC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YuWGCC13,
author = {Yonghong Yu and
Can Wang and
Yang Gao and
Longbing Cao and
Xixi Chen},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {A Coupled Clustering Approach for Items Recommendation},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7819},
pages = {365--376},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37456-2\_31},
doi = {10.1007/978-3-642-37456-2\_31},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YuWGCC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WeiLCSLL13,
author = {Wei Wei and
Jinyan Li and
Longbing Cao and
Jingguang Sun and
Chunming Liu and
Mu Li},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Optimal Allocation of High Dimensional Assets through Canonical Vines},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
pages = {366--377},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_30},
doi = {10.1007/978-3-642-37453-1\_30},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/WeiLCSLL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YuWGCC13a,
author = {Yonghong Yu and
Can Wang and
Yang Gao and
Longbing Cao and
Qianqian Chen},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Erratum: {A} Coupled Clustering Approach for Items Recommendation},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7819},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37456-2\_49},
doi = {10.1007/978-3-642-37456-2\_49},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YuWGCC13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SongZCS13,
author = {Yin Song and
Jian Zhang and
Longbing Cao and
Morgan Sangeux},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {On Discovering the Correlated Relationship between Static and Dynamic
Data in Clinical Gait Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {563--578},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_36},
doi = {10.1007/978-3-642-40994-3\_36},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SongZCS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaoLWY13,
author = {Longbing Cao and
Jinjiu Li and
Can Wang and
Philip S. Yu},
title = {Efficient Selection of Globally Optimal Rules on Large Imbalanced
Data Based on Rule Coverage Relationship Analysis},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {216--224},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.24},
doi = {10.1137/1.9781611972832.24},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/CaoLWY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaoHLXY13,
author = {Longbing Cao and
Zhifeng Hao and
Bo Liu and
Yanshan Xiao and
Philip S. Yu},
title = {Robust Textual Data Streams Mining Based on Continuous Transfer Learning},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {731--739},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.81},
doi = {10.1137/1.9781611972832.81},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/CaoHLXY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/LiXCFN13,
author = {Fangfang Li and
Guandong Xu and
Longbing Cao and
Xiaozhong Fan and
Zhendong Niu},
editor = {Xuemin Lin and
Yannis Manolopoulos and
Divesh Srivastava and
Guangyan Huang},
title = {{CGMF:} Coupled Group-Based Matrix Factorization for Recommender System},
booktitle = {Web Information Systems Engineering - {WISE} 2013 - 14th International
Conference, Nanjing, China, October 13-15, 2013, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {8180},
pages = {189--198},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41230-1\_16},
doi = {10.1007/978-3-642-41230-1\_16},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wise/LiXCFN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HuCXCGZ13,
author = {Liang Hu and
Jian Cao and
Guandong Xu and
Longbing Cao and
Zhiping Gu and
Can Zhu},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {Personalized recommendation via cross-domain triadic factorization},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {595--606},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488441},
doi = {10.1145/2488388.2488441},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/HuCXCGZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2013-1,
editor = {Hiroshi Motoda and
Zhaohui Wu and
Longbing Cao and
Osmar R. Za{\"{\i}}ane and
Min Yao and
Wei Wang},
title = {Advanced Data Mining and Applications, 9th International Conference,
{ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {8346},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-53914-5},
doi = {10.1007/978-3-642-53914-5},
isbn = {978-3-642-53913-8},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/2013-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2013-2,
editor = {Hiroshi Motoda and
Zhaohui Wu and
Longbing Cao and
Osmar R. Za{\"{\i}}ane and
Min Yao and
Wei Wang},
title = {Advanced Data Mining and Applications - 9th International Conference,
{ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {8347},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-53917-6},
doi = {10.1007/978-3-642-53917-6},
isbn = {978-3-642-53916-9},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/2013-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/admi/2012,
editor = {Longbing Cao and
Yifeng Zeng and
Andreas L. Symeonidis and
Vladimir Gorodetsky and
Philip S. Yu and
Munindar P. Singh},
title = {Agents and Data Mining Interaction - 8th International Workshop, {ADMI}
2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7607},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-36288-0},
doi = {10.1007/978-3-642-36288-0},
isbn = {978-3-642-36287-3},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/admi/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2013-1,
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1},
doi = {10.1007/978-3-642-37453-1},
isbn = {978-3-642-37452-4},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2013-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2013-2,
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7819},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37456-2},
doi = {10.1007/978-3-642-37456-2},
isbn = {978-3-642-37455-5},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2013-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2013-w,
editor = {Jiuyong Li and
Longbing Cao and
Can Wang and
Kay Chen Tan and
Bo Liu and
Jian Pei and
Vincent S. Tseng},
title = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD,
Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7867},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40319-4},
doi = {10.1007/978-3-642-40319-4},
isbn = {978-3-642-40318-7},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2013-w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2013bsi,
editor = {Longbing Cao and
Hiroshi Motoda and
Jaideep Srivastava and
Ee{-}Peng Lim and
Irwin King and
Philip S. Yu and
Wolfgang Nejdl and
Guandong Xu and
Gang Li and
Ya Zhang},
title = {Behavior and Social Computing, International Workshop on Behavior
and Social Informatics, {BSI} 2013, Gold Coast, QLD, Australia, April
14-17, 2013 and International Workshop on Behavior and Social Informatics
and Computing, {BSIC} 2013, Beijing, China, August 3-9, 2013, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8178},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-04048-6},
doi = {10.1007/978-3-319-04048-6},
isbn = {978-3-319-04047-9},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2013bsi.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-5734,
author = {Yin Song and
Longbing Cao and
Xuhui Fan and
Wei Cao and
Jian Zhang},
title = {Characterizing {A} Database of Sequential Behaviors with Latent Dirichlet
Hidden Markov Models},
journal = {CoRR},
volume = {abs/1305.5734},
year = {2013},
url = {http://arxiv.org/abs/1305.5734},
eprinttype = {arXiv},
eprint = {1305.5734},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-5734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FanCX13,
author = {Xuhui Fan and
Longbing Cao and
Richard Yi Da Xu},
title = {Copula Mixed-Membership Stochastic Blockmodel for Intra-Subgroup Correlations},
journal = {CoRR},
volume = {abs/1306.2733},
year = {2013},
url = {http://arxiv.org/abs/1306.2733},
eprinttype = {arXiv},
eprint = {1306.2733},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FanCX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FanCX13a,
author = {Xuhui Fan and
Longbing Cao and
Richard Yi Da Xu},
title = {Dynamic Infinite Mixed-Membership Stochastic Blockmodel},
journal = {CoRR},
volume = {abs/1306.2999},
year = {2013},
url = {http://arxiv.org/abs/1306.2999},
eprinttype = {arXiv},
eprint = {1306.2999},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FanCX13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FanC13,
author = {Xuhui Fan and
Longbing Cao},
title = {A Convergence Theorem for the Graph Shift-type Algorithms},
journal = {CoRR},
volume = {abs/1306.3002},
year = {2013},
url = {http://arxiv.org/abs/1306.3002},
eprinttype = {arXiv},
eprint = {1306.3002},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FanC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FanZC13,
author = {Xuhui Fan and
Yiling Zeng and
Longbing Cao},
title = {Non-parametric Power-law Data Clustering},
journal = {CoRR},
volume = {abs/1306.3003},
year = {2013},
url = {http://arxiv.org/abs/1306.3003},
eprinttype = {arXiv},
eprint = {1306.3003},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FanZC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FanXCS13,
author = {Xuhui Fan and
Richard Yi Da Xu and
Longbing Cao and
Yin Song},
title = {Learning Hidden Structures with Relational Models by Adequately Involving
Rich Information in {A} Network},
journal = {CoRR},
volume = {abs/1310.1545},
year = {2013},
url = {http://arxiv.org/abs/1310.1545},
eprinttype = {arXiv},
eprint = {1310.1545},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FanXCS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0029973,
author = {Longbing Cao and
Philip S. Yu},
title = {Behavior Computing - Modeling, Analysis, Mining and Decision},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-1-4471-2969-1},
doi = {10.1007/978-1-4471-2969-1},
isbn = {978-1-4471-2968-4},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/0029973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/CaoWY12,
author = {Longbing Cao and
Gerhard Weiss and
Philip S. Yu},
title = {A brief introduction to agent mining},
journal = {Auton. Agents Multi Agent Syst.},
volume = {25},
number = {3},
pages = {419--424},
year = {2012},
url = {https://doi.org/10.1007/s10458-011-9191-4},
doi = {10.1007/S10458-011-9191-4},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/CaoWY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbra/LiHCWL12,
author = {Zhenhua Li and
Ying He and
Longbing Cao and
Limsoon Wong and
Jinyan Li},
title = {Conservation of water molecules in protein binding interfaces},
journal = {Int. J. Bioinform. Res. Appl.},
volume = {8},
number = {3/4},
pages = {228--244},
year = {2012},
url = {https://doi.org/10.1504/IJBRA.2012.048968},
doi = {10.1504/IJBRA.2012.048968},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbra/LiHCWL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/MelliWBBCDFGKGMPSZ12,
author = {Gabor Melli and
Xindong Wu and
Paul Beinat and
Francesco Bonchi and
Longbing Cao and
Rong Duan and
Christos Faloutsos and
Rayid Ghani and
Brendan Kitts and
Bart Goethals and
Geoffrey J. McLachlan and
Jian Pei and
Ashok Srivastava and
Osmar R. Za{\"{\i}}ane},
title = {Top-10 Data Mining Case Studies},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {11},
number = {2},
pages = {389--400},
year = {2012},
url = {https://doi.org/10.1142/S021962201240007X},
doi = {10.1142/S021962201240007X},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijitdm/MelliWBBCDFGKGMPSZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CaoOY12,
author = {Longbing Cao and
Yuming Ou and
Philip S. Yu},
title = {Coupled Behavior Analysis with Applications},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {8},
pages = {1378--1392},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2011.129},
doi = {10.1109/TKDE.2011.129},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/CaoOY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Cao12,
author = {Longbing Cao},
title = {Social Security and Social Welfare Data Mining: An Overview},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {42},
number = {6},
pages = {837--853},
year = {2012},
url = {https://doi.org/10.1109/TSMCC.2011.2177258},
doi = {10.1109/TSMCC.2011.2177258},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/Cao12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Cao12,
author = {Longbing Cao},
title = {Actionable knowledge discovery and delivery},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {2},
number = {2},
pages = {149--163},
year = {2012},
url = {https://doi.org/10.1002/widm.1044},
doi = {10.1002/WIDM.1044},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/Cao12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FanC12,
author = {Xuhui Fan and
Longbing Cao},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {A Theoretical Framework of the Graph Shift Algorithm},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {2419--2420},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8410},
doi = {10.1609/AAAI.V26I1.8410},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/FanC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SheWC12,
author = {Zhong She and
Can Wang and
Longbing Cao},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {{CCE:} {A} Coupled Framework of Clustering Ensembles},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {2455--2456},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8411},
doi = {10.1609/AAAI.V26I1.8411},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SheWC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/admi/CaoWC12,
author = {Wei Cao and
Cheng Wang and
Longbing Cao},
editor = {Longbing Cao and
Yifeng Zeng and
Andreas L. Symeonidis and
Vladimir Gorodetsky and
Philip S. Yu and
Munindar P. Singh},
title = {Trading Strategy Based Portfolio Selection for Actionable Trading
Agents},
booktitle = {Agents and Data Mining Interaction - 8th International Workshop, {ADMI}
2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7607},
pages = {191--202},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-36288-0\_17},
doi = {10.1007/978-3-642-36288-0\_17},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/admi/CaoWC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JiangTHC12,
author = {Yunzhi Jiang and
Pohsiang Tsai and
Zhifeng Hao and
Longbing Cao},
title = {A novel auto-parameters selection process for image segmentation},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2012, Brisbane, Australia, June 10-15, 2012},
pages = {1--7},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CEC.2012.6252871},
doi = {10.1109/CEC.2012.6252871},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/JiangTHC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ZhuCY12,
author = {Lin Zhu and
Longbing Cao and
Jie Yang},
title = {Multiobjective evolutionary algorithm-based soft subspace clustering},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2012, Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CEC.2012.6252896},
doi = {10.1109/CEC.2012.6252896},
timestamp = {Thu, 01 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/ZhuCY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/FanZCCO12,
author = {Xuhui Fan and
Lin Zhu and
Longbing Cao and
Xia Cui and
Yew{-}Soon Ong},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Maximum margin clustering on evolutionary data},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {625--634},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396842},
doi = {10.1145/2396761.2396842},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/FanZCCO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WeiFLC12,
author = {Wei Wei and
Xuhui Fan and
Jinyan Li and
Longbing Cao},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Model the complex dependence structures of financial variables by
using canonical vine},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {1382--1391},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2398443},
doi = {10.1145/2396761.2398443},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WeiFLC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SongC12,
author = {Yin Song and
Longbing Cao},
title = {Graph-based coupled behavior analysis: {A} case study on detecting
collaborative manipulations in stock markets},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252762},
doi = {10.1109/IJCNN.2012.6252762},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SongC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YinZC12,
author = {Junfu Yin and
Zhigang Zheng and
Longbing Cao},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {USpan: an efficient algorithm for mining high utility sequential patterns},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {660--668},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339636},
doi = {10.1145/2339530.2339636},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YinZC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SongCWWYD12,
author = {Yin Song and
Longbing Cao and
Xindong Wu and
Gang Wei and
Wu Ye and
Wei Ding},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Coupled behavior analysis for capturing coupling relationships in
group-based market manipulations},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {976--984},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339683},
doi = {10.1145/2339530.2339683},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SongCWWYD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WangWSC12,
author = {Can Wang and
Mingchun Wang and
Zhong She and
Longbing Cao},
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {{CD:} {A} Coupled Discretization Algorithm},
booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29 - June 1,
2012, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7302},
pages = {407--418},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30220-6\_34},
doi = {10.1007/978-3-642-30220-6\_34},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/WangWSC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/admi/2011,
editor = {Longbing Cao and
Ana L. C. Bazzan and
Andreas L. Symeonidis and
Vladimir Gorodetsky and
Gerhard Weiss and
Philip S. Yu},
title = {Agents and Data Mining Interaction - 7th International Workshop on
Agents and Data Mining Interation, {ADMI} 2011, Taipei, Taiwan, May
2-6, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7103},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-27609-5},
doi = {10.1007/978-3-642-27609-5},
isbn = {978-3-642-27608-8},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/admi/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2011-w,
editor = {Longbing Cao and
Joshua Zhexue Huang and
James Bailey and
Yun Sing Koh and
Jun Luo},
title = {New Frontiers in Applied Data Mining - {PAKDD} 2011 International
Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7104},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28320-8},
doi = {10.1007/978-3-642-28320-8},
isbn = {978-3-642-28319-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2011-w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/YangKCZH11,
author = {Tao Yang and
Vojislav Kecman and
Longbing Cao and
Chengqi Zhang and
Joshua Zhexue Huang},
title = {Margin-based ensemble classifier for protein fold recognition},
journal = {Expert Syst. Appl.},
volume = {38},
number = {10},
pages = {12348--12355},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2011.04.014},
doi = {10.1016/J.ESWA.2011.04.014},
timestamp = {Mon, 18 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/YangKCZH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/CaoZZLZ11,
author = {Longbing Cao and
Huaifeng Zhang and
Yanchang Zhao and
Dan Luo and
Chengqi Zhang},
title = {Combined Mining: Discovering Informative Knowledge in Complex Data},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {41},
number = {3},
pages = {699--712},
year = {2011},
url = {https://doi.org/10.1109/TSMCB.2010.2086060},
doi = {10.1109/TSMCB.2010.2086060},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/CaoZZLZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/admi/MoemengWC11,
author = {Chayapol Moemeng and
Can Wang and
Longbing Cao},
editor = {Longbing Cao and
Ana L. C. Bazzan and
Andreas L. Symeonidis and
Vladimir Gorodetsky and
Gerhard Weiss and
Philip S. Yu},
title = {Obtaining an Optimal {MAS} Configuration for Agent-Enhanced Mining
Using Constraint Optimization},
booktitle = {Agents and Data Mining Interaction - 7th International Workshop on
Agents and Data Mining Interation, {ADMI} 2011, Taipei, Taiwan, May
2-6, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7103},
pages = {46--57},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-27609-5\_5},
doi = {10.1007/978-3-642-27609-5\_5},
timestamp = {Tue, 08 Mar 2022 10:12:50 +0100},
biburl = {https://dblp.org/rec/conf/admi/MoemengWC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DongZCZZLWO11,
author = {Xiangjun Dong and
Zhigang Zheng and
Longbing Cao and
Yanchang Zhao and
Chengqi Zhang and
Jinjiu Li and
Wei Wei and
Yuming Ou},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {e-NSP: efficient negative sequential pattern mining based on identified
positive patterns without database rescanning},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {825--830},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063695},
doi = {10.1145/2063576.2063695},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DongZCZZLWO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangCWLWO11,
author = {Can Wang and
Longbing Cao and
Mingchun Wang and
Jinjiu Li and
Wei Wei and
Yuming Ou},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Coupled nominal similarity in unsupervised learning},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {973--978},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063715},
doi = {10.1145/2063576.2063715},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangCWLWO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/ZhuCY11,
author = {Lin Zhu and
Longbing Cao and
Jie Yang},
title = {Soft subspace clustering with competitive agglomeration},
booktitle = {{FUZZ-IEEE} 2011, {IEEE} International Conference on Fuzzy Systems,
Taipei, Taiwan, 27-30 June, 2011, Proceedings},
pages = {691--698},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/FUZZY.2011.6007424},
doi = {10.1109/FUZZY.2011.6007424},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/ZhuCY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XiaoLYCZH11,
author = {Yanshan Xiao and
Bo Liu and
Jie Yin and
Longbing Cao and
Chengqi Zhang and
Zhifeng Hao},
editor = {Toby Walsh},
title = {Similarity-Based Approach for Positive and Unlabeled Learning},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1577--1582},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-265},
doi = {10.5591/978-1-57735-516-8/IJCAI11-265},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/XiaoLYCZH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuXCY11,
author = {Bo Liu and
Yanshan Xiao and
Longbing Cao and
Philip S. Yu},
title = {One-Class-Based Uncertain Data Stream Learning},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {992--1003},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.85},
doi = {10.1137/1.9781611972818.85},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuXCY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iat/2011,
editor = {Olivier Boissier and
Jeffrey Bradshaw and
Longbing Cao and
Klaus Fischer and
Mohand{-}Said Hacid},
title = {Proceedings of the 2011 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, {IAT} 2011, Campus Scientifique de la
Doua, Lyon, France, August 22-27, 2011},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=6036781},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iat/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2011-1,
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6634},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20841-6},
doi = {10.1007/978-3-642-20841-6},
isbn = {978-3-642-20840-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2011-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2011-2,
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6635},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20847-8},
doi = {10.1007/978-3-642-20847-8},
isbn = {978-3-642-20846-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2011-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijiids/XiaoLLCDH10,
author = {Yanshan Xiao and
Bo Liu and
Dan Luo and
Longbing Cao and
Feiqi Deng and
Zhifeng Hao},
title = {Multi-agent system for customer relationship management with SVMs
tool},
journal = {Int. J. Intell. Inf. Database Syst.},
volume = {4},
number = {2},
pages = {121--136},
year = {2010},
url = {https://doi.org/10.1504/IJIIDS.2010.032438},
doi = {10.1504/IJIIDS.2010.032438},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijiids/XiaoLLCDH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Cao10,
author = {Longbing Cao},
title = {In-depth behavior understanding and use: The behavior informatics
approach},
journal = {Inf. Sci.},
volume = {180},
number = {17},
pages = {3067--3085},
year = {2010},
url = {https://doi.org/10.1016/j.ins.2010.03.025},
doi = {10.1016/J.INS.2010.03.025},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/Cao10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Cao10,
author = {Longbing Cao},
title = {Domain-Driven Data Mining: Challenges and Prospects},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {22},
number = {6},
pages = {755--769},
year = {2010},
url = {https://doi.org/10.1109/TKDE.2010.32},
doi = {10.1109/TKDE.2010.32},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/Cao10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CaoZZLZP10,
author = {Longbing Cao and
Yanchang Zhao and
Huaifeng Zhang and
Dan Luo and
Chengqi Zhang and
Eun K. Park},
title = {Flexible Frameworks for Actionable Knowledge Discovery},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {22},
number = {9},
pages = {1299--1312},
year = {2010},
url = {https://doi.org/10.1109/TKDE.2009.143},
doi = {10.1109/TKDE.2009.143},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/CaoZZLZP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/admi/MoemengZC10,
author = {Chayapol Moemeng and
Xinhua Zhu and
Longbing Cao},
editor = {Longbing Cao and
Ana L. C. Bazzan and
Vladimir Gorodetsky and
Pericles A. Mitkas and
Gerhard Weiss and
Philip S. Yu},
title = {Integrating Workflow into Agent-Based Distributed Data Mining Systems},
booktitle = {Agents and Data Mining Interaction, 6th International Workshop on
Agents and Data Mining Interaction, {ADMI} 2010, Toronto, ON, Canada,
May 11, 2010, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5980},
pages = {4--15},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15420-1\_2},
doi = {10.1007/978-3-642-15420-1\_2},
timestamp = {Tue, 08 Mar 2022 10:12:50 +0100},
biburl = {https://dblp.org/rec/conf/admi/MoemengZC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuXCY10,
author = {Bo Liu and
Yanshan Xiao and
Longbing Cao and
Philip S. Yu},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Orientation distance-based discriminative feature extraction for multi-class
classification},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {909--918},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871553},
doi = {10.1145/1871437.1871553},
timestamp = {Wed, 03 Aug 2022 15:48:33 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuXCY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XiaoLC10,
author = {Yanshan Xiao and
Bo Liu and
Longbing Cao},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {K-farthest-neighbors-based concept boundary determination for support
vector data description},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {1701--1704},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871708},
doi = {10.1145/1871437.1871708},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/XiaoLC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuYXCY10,
author = {Bo Liu and
Jie Yin and
Yanshan Xiao and
Longbing Cao and
Philip S. Yu},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Exploiting Local Data Uncertainty to Boost Global Outlier Detection},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {304--313},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.10},
doi = {10.1109/ICDM.2010.10},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuYXCY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaoLCYW10,
author = {Yanshan Xiao and
Bo Liu and
Longbing Cao and
Jie Yin and
Xindong Wu},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{SMILE:} {A} Similarity-Based Approach for Multiple Instance Learning},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {589--598},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.126},
doi = {10.1109/ICDM.2010.126},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiaoLCYW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoBWC10,
author = {Yanchang Zhao and
Hans Bohlscheid and
Shanshan Wu and
Longbing Cao},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Less Effort, More Outcomes: Optimising Debt Recovery with Decision
Trees},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {655--660},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.114},
doi = {10.1109/ICDMW.2010.114},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoBWC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuXCY10,
author = {Bo Liu and
Yanshan Xiao and
Longbing Cao and
Philip S. Yu},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Vote-Based {LELC} for Positive and Unlabeled Textual Data Streams},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {951--958},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.201},
doi = {10.1109/ICDMW.2010.201},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuXCY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MoemengZCJ10,
author = {Chayapol Moemeng and
Xinhua Zhu and
Longbing Cao and
Jiahang Chen},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {i-Analyst: An Agent-Based Distributed Data Mining Platform},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {1404--1406},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.69},
doi = {10.1109/ICDMW.2010.69},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MoemengZCJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmlc/FengWWC10,
author = {Jia{-}Yi Feng and
Mingchun Wang and
Can Wang and
Longbing Cao},
title = {Enhanced co-occurrence distances for categorical data in unsupervised
learning},
booktitle = {International Conference on Machine Learning and Cybernetics, {ICMLC}
2010, Qingdao, China, July 11-14, 2010, Proceedings},
pages = {2071--2078},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICMLC.2010.5580500},
doi = {10.1109/ICMLC.2010.5580500},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmlc/FengWWC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YangKCZ10,
author = {Tao Yang and
Vojislav Kecman and
Longbing Cao and
Chengqi Zhang},
title = {Testing Adaptive Local Hyperplane for multi-class classification by
double cross-validation},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--5},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596864},
doi = {10.1109/IJCNN.2010.5596864},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/YangKCZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CaoOYW10,
author = {Longbing Cao and
Yuming Ou and
Philip S. Yu and
Gang Wei},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Detecting abnormal coupled sequences and sequence changes in group-based
manipulative trading behaviors},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {85--94},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835818},
doi = {10.1145/1835804.1835818},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CaoOYW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YangKCZ10,
author = {Tao Yang and
Vojislav Kecman and
Longbing Cao and
Chengqi Zhang},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Combining Support Vector Machines and the \emph{t}-statistic for Gene
Selection in {DNA} Microarray Data Analysis},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {55--62},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_6},
doi = {10.1007/978-3-642-13672-6\_6},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YangKCZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YangCZ10,
author = {Tao Yang and
Longbing Cao and
Chengqi Zhang},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {A Novel Prototype Reduction Method for the \emph{K}-Nearest Neighbor
Algorithm with \emph{K} {\textgreater}= 1},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {89--100},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_10},
doi = {10.1007/978-3-642-13672-6\_10},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/YangCZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhengZZC10,
author = {Zhigang Zheng and
Yanchang Zhao and
Ziye Zuo and
Longbing Cao},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {An Efficient GA-Based Algorithm for Mining Negative Sequential Patterns},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6118},
pages = {262--273},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13657-3\_30},
doi = {10.1007/978-3-642-13657-3\_30},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhengZZC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/YangCL10,
author = {Yong Yang and
Longbing Cao and
Li Liu},
editor = {Byoung{-}Tak Zhang and
Mehmet A. Orgun},
title = {Time-Sensitive Feature Mining for Temporal Sequence Classification},
booktitle = {{PRICAI} 2010: Trends in Artificial Intelligence, 11th Pacific Rim
International Conference on Artificial Intelligence, Daegu, Korea,
August 30-September 2, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6230},
pages = {315--326},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15246-7\_30},
doi = {10.1007/978-3-642-15246-7\_30},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/YangCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2010-1,
editor = {Longbing Cao and
Yong Feng and
Jiang Zhong},
title = {Advanced Data Mining and Applications - 6th International Conference,
{ADMA} 2010, Chongqing, China, November 19-21, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6440},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17316-5},
doi = {10.1007/978-3-642-17316-5},
isbn = {978-3-642-17315-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/2010-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2010-2,
editor = {Longbing Cao and
Jiang Zhong and
Yong Feng},
title = {Advanced Data Mining and Applications - 6th International Conference,
{ADMA} 2010, Chongqing, China, November 19-21, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6441},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17313-4},
doi = {10.1007/978-3-642-17313-4},
isbn = {978-3-642-17312-7},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/2010-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/admi/2010,
editor = {Longbing Cao and
Ana L. C. Bazzan and
Vladimir Gorodetsky and
Pericles A. Mitkas and
Gerhard Weiss and
Philip S. Yu},
title = {Agents and Data Mining Interaction, 6th International Workshop on
Agents and Data Mining Interaction, {ADMI} 2010, Toronto, ON, Canada,
May 11, 2010, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5980},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15420-1},
doi = {10.1007/978-3-642-15420-1},
isbn = {978-3-642-15419-5},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/admi/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cib/CaoY09,
author = {Longbing Cao and
Philip S. Yu},
title = {Behavior Informatics: An Informatics Perspective for Behavior Studies},
journal = {{IEEE} Intell. Informatics Bull.},
volume = {10},
number = {1},
pages = {6--11},
year = {2009},
url = {http://www.comp.hkbu.edu.hk/\%7Ecib/2009/Dec/article1/iib\_vol10no1\_article1.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cib/CaoY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cib/OuCZ09,
author = {Yuming Ou and
Longbing Cao and
Chengqi Zhang},
title = {Adaptive Anomaly Detection of Coupled Activity Sequences},
journal = {{IEEE} Intell. Informatics Bull.},
volume = {10},
number = {1},
pages = {12--16},
year = {2009},
url = {http://www.comp.hkbu.edu.hk/\%7Ecib/2009/Dec/article2/iib\_vol10no1\_article2.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cib/OuCZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CaoGM09,
author = {Longbing Cao and
Vladimir Gorodetsky and
Pericles A. Mitkas},
title = {Guest Editors' Introduction: Agents and Data Mining},
journal = {{IEEE} Intell. Syst.},
volume = {24},
number = {3},
pages = {14--15},
year = {2009},
url = {https://doi.org/10.1109/MIS.2009.54},
doi = {10.1109/MIS.2009.54},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/CaoGM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CaoGM09a,
author = {Longbing Cao and
Vladimir Gorodetsky and
Pericles A. Mitkas},
title = {Agent Mining: The Synergy of Agents and Data Mining},
journal = {{IEEE} Intell. Syst.},
volume = {24},
number = {3},
pages = {64--72},
year = {2009},
url = {https://doi.org/10.1109/MIS.2009.45},
doi = {10.1109/MIS.2009.45},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/CaoGM09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/ZhangZCZB09,
author = {Huaifeng Zhang and
Yanchang Zhao and
Longbing Cao and
Chengqi Zhang and
Hans Bohlscheid},
title = {Customer Activity Sequence Classification for Debt Prevention in Social
Security},
journal = {J. Comput. Sci. Technol.},
volume = {24},
number = {6},
pages = {1000--1009},
year = {2009},
url = {https://doi.org/10.1007/s11390-009-9288-2},
doi = {10.1007/S11390-009-9288-2},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/ZhangZCZB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/CaoH09,
author = {Longbing Cao and
Tony He},
title = {Developing actionable trading agents},
journal = {Knowl. Inf. Syst.},
volume = {18},
number = {2},
pages = {183--198},
year = {2009},
url = {https://doi.org/10.1007/s10115-008-0170-2},
doi = {10.1007/S10115-008-0170-2},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/CaoH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/TsaiCHJ09,
author = {Pohsiang Tsai and
Longbing Cao and
Tom Hintz and
Tony Jan},
title = {A bi-modal face recognition framework integrating facial expression
with facial appearance},
journal = {Pattern Recognit. Lett.},
volume = {30},
number = {12},
pages = {1096--1109},
year = {2009},
url = {https://doi.org/10.1016/j.patrec.2009.05.008},
doi = {10.1016/J.PATREC.2009.05.008},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/TsaiCHJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/CaoDZ09,
author = {Longbing Cao and
Ruwei Dai and
Mengchu Zhou},
title = {Metasynthesis: M-Space, M-Interaction, and M-Computing for Open Complex
Giant Systems},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {39},
number = {5},
pages = {1007--1021},
year = {2009},
url = {https://doi.org/10.1109/TSMCA.2009.2022414},
doi = {10.1109/TSMCA.2009.2022414},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/CaoDZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Cao09,
author = {Longbing Cao},
editor = {Ronghuai Huang and
Qiang Yang and
Jian Pei and
Jo{\~{a}}o Gama and
Xiaofeng Meng and
Xue Li},
title = {Data Mining in Financial Markets},
booktitle = {Advanced Data Mining and Applications, 5th International Conference,
{ADMA} 2009, Beijing, China, August 17-19, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5678},
pages = {4},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03348-3\_4},
doi = {10.1007/978-3-642-03348-3\_4},
timestamp = {Sun, 02 Oct 2022 15:53:57 +0200},
biburl = {https://dblp.org/rec/conf/adma/Cao09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/admi/CaoLZ09,
author = {Longbing Cao and
Dan Luo and
Chengqi Zhang},
editor = {Longbing Cao and
Vladimir Gorodetsky and
Jiming Liu and
Gerhard Weiss and
Philip S. Yu},
title = {Ubiquitous Intelligence in Agent Mining},
booktitle = {Agents and Data Mining Interaction, 4th International Workshop, {ADMI}
2009, Budapest, Hungary, May 10-15, 2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5680},
pages = {23--35},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03603-3\_3},
doi = {10.1007/978-3-642-03603-3\_3},
timestamp = {Tue, 08 Mar 2022 10:12:50 +0100},
biburl = {https://dblp.org/rec/conf/admi/CaoLZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/ZhengZZC09,
author = {Zhigang Zheng and
Yanchang Zhao and
Ziye Zuo and
Longbing Cao},
editor = {Paul J. Kennedy and
Kok{-}Leong Ong and
Peter Christen},
title = {Negative-GSP: An Efficient Method for Mining Negative Sequential Patterns},
booktitle = {Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne,
Australia, December 2009},
series = {{CRPIT}},
volume = {101},
pages = {63--68},
publisher = {Australian Computer Society},
year = {2009},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV101Zheng.html},
timestamp = {Thu, 25 Jul 2019 14:09:43 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/ZhengZZC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edoc/GohBNCL09,
author = {Tiong{-}Thye Goh and
Siddhartha Bose and
Wee Keong Ng and
Longbing Cao and
Vincent C. S. Lee},
title = {Editorial to the Proceedings of mobile technologies in enterprise
computing systems workshop {(MTECS} 2009)},
booktitle = {Workshops Proceedings of the 12th {IEEE} International Enterprise
Distributed Object Computing Conference, EDOCw 2009, 1-4 September
2009, Auckland, New Zealand},
pages = {138--139},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/EDOCW.2009.5332005},
doi = {10.1109/EDOCW.2009.5332005},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edoc/GohBNCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaoLCWZHYC09,
author = {Yanshan Xiao and
Bo Liu and
Longbing Cao and
Xindong Wu and
Chengqi Zhang and
Zhifeng Hao and
Fengzhao Yang and
Jie Cao},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Multi-sphere Support Vector Data Description for Outliers Detection
on Multi-distribution Data},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {82--87},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.87},
doi = {10.1109/ICDMW.2009.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiaoLCWZHYC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoXCLSZ09,
author = {Gang Zhao and
Yun Xiong and
Longbing Cao and
Dan Luo and
Xuchun Su and
Yangyong Zhu},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {A Cost-Effective {LSH} Filter for Fast Pairwise Mining},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {1088--1093},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.112},
doi = {10.1109/ICDM.2009.112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoXCLSZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/WuZZZCB09,
author = {Shanshan Wu and
Yanchang Zhao and
Huaifeng Zhang and
Chengqi Zhang and
Longbing Cao and
Hans Bohlscheid},
editor = {Dimitris Karagiannis and
Zhi Jin},
title = {Debt Detection in Social Security by Adaptive Sequence Classification},
booktitle = {Knowledge Science, Engineering and Management, Third International
Conference, {KSEM} 2009, Vienna, Austria, November 25-27, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5914},
pages = {192--203},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10488-6\_21},
doi = {10.1007/978-3-642-10488-6\_21},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ksem/WuZZZCB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhaoZCZB09,
author = {Yanchang Zhao and
Huaifeng Zhang and
Longbing Cao and
Chengqi Zhang and
Hans Bohlscheid},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {Mining Both Positive and Negative Impact-Oriented Sequential Rules
from Transactional Data},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {656--663},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_65},
doi = {10.1007/978-3-642-01307-2\_65},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ZhaoZCZB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoZWPCZB09,
author = {Yanchang Zhao and
Huaifeng Zhang and
Shanshan Wu and
Jian Pei and
Longbing Cao and
Chengqi Zhang and
Hans Bohlscheid},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Debt Detection in Social Security by Sequence Classification Using
Both Positive and Negative Patterns},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5782},
pages = {648--663},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04174-7\_42},
doi = {10.1007/978-3-642-04174-7\_42},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoZWPCZB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsaiTC09,
author = {Pohsiang Tsai and
Tich Phuoc Tran and
Longbing Cao},
title = {Expression-invariant Facial Identification},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, San Antonio, TX, USA, 11-14 October 2009},
pages = {5151--5155},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICSMC.2009.5346008},
doi = {10.1109/ICSMC.2009.5346008},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/TsaiTC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/09/Cao09,
author = {Longbing Cao},
editor = {Longbing Cao},
title = {Introduction to Agent Mining Interaction and Integration},
booktitle = {Data Mining and Multi-agent Integration},
pages = {3--36},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-1-4419-0522-2\_1},
doi = {10.1007/978-1-4419-0522-2\_1},
timestamp = {Mon, 28 Aug 2017 20:59:24 +0200},
biburl = {https://dblp.org/rec/books/sp/09/Cao09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/C2009,
editor = {Longbing Cao},
title = {Data Mining and Multi-agent Integration},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-1-4419-0522-2},
doi = {10.1007/978-1-4419-0522-2},
isbn = {978-1-4419-0521-5},
timestamp = {Mon, 28 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/C2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/admi/2009,
editor = {Longbing Cao and
Vladimir Gorodetsky and
Jiming Liu and
Gerhard Weiss and
Philip S. Yu},
title = {Agents and Data Mining Interaction, 4th International Workshop, {ADMI}
2009, Budapest, Hungary, May 10-15, 2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5680},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03603-3},
doi = {10.1007/978-3-642-03603-3},
isbn = {978-3-642-03602-6},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/admi/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0911-0485,
author = {Tich Phuoc Tran and
Longbing Cao and
Dat Tran and
Cuong Duc Nguyen},
title = {Novel Intrusion Detection using Probabilistic Neural Network and Adaptive
Boosting},
journal = {CoRR},
volume = {abs/0911.0485},
year = {2009},
url = {http://arxiv.org/abs/0911.0485},
eprinttype = {arXiv},
eprint = {0911.0485},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0911-0485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cib/CaoT08,
author = {Longbing Cao and
David Taniar},
title = {Book Review: Computational Methods of Feature Selection},
journal = {{IEEE} Intell. Informatics Bull.},
volume = {9},
number = {1},
pages = {39--40},
year = {2008},
url = {http://www.comp.hkbu.edu.hk/\%7Ecib/2008/IIB08Nov/book\_review/liu-br.6.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cib/CaoT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijiids/XiaoLC08,
author = {Yanshan Xiao and
Bo Liu and
Longbing Cao},
title = {A Chinese question classification using one-vs-one method as a learning
tool},
journal = {Int. J. Intell. Inf. Database Syst.},
volume = {2},
number = {4},
pages = {446--459},
year = {2008},
url = {https://doi.org/10.1504/IJIIDS.2008.021447},
doi = {10.1504/IJIIDS.2008.021447},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijiids/XiaoLC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijista/LinC08,
author = {Li Lin and
Longbing Cao},
title = {Mining in-depth patterns in stock market},
journal = {Int. J. Intell. Syst. Technol. Appl.},
volume = {4},
number = {3/4},
pages = {225--238},
year = {2008},
url = {https://doi.org/10.1504/IJISTA.2008.017269},
doi = {10.1504/IJISTA.2008.017269},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijista/LinC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijista/ChenCQ08,
author = {Wanli Chen and
Longbing Cao and
Zhe Qin},
title = {An integrated investment decision-support framework analysing and
synthesising multidimensional market dynamics},
journal = {Int. J. Intell. Syst. Technol. Appl.},
volume = {4},
number = {3/4},
pages = {239--253},
year = {2008},
url = {https://doi.org/10.1504/IJISTA.2008.017270},
doi = {10.1504/IJISTA.2008.017270},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijista/ChenCQ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/CaoZZZ08,
author = {Longbing Cao and
Yanchang Zhao and
Chengqi Zhang and
Huaifeng Zhang},
title = {Activity Mining: from Activities to Actions},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {7},
number = {2},
pages = {259--273},
year = {2008},
url = {https://doi.org/10.1142/S0219622008002934},
doi = {10.1142/S0219622008002934},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijitdm/CaoZZZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/Cao08,
author = {Longbing Cao},
title = {Integrating Agent, Service and Organizational Computing},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {18},
number = {5},
pages = {573--596},
year = {2008},
url = {https://doi.org/10.1142/S0218194008003805},
doi = {10.1142/S0218194008003805},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijseke/Cao08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jucs/CaoN08,
author = {Longbing Cao and
Ngoc Thanh Nguyen},
title = {Knowledge Processing in Intelligent Systems},
journal = {J. Univers. Comput. Sci.},
volume = {14},
number = {14},
pages = {2255},
year = {2008},
url = {http://www.jucs.org/jucs\_14\_14/knowledge\_processing\_in\_intelligent\%20\%20},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jucs/CaoN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jucs/CaoN08a,
author = {Longbing Cao and
Ngoc Thanh Nguyen},
title = {Intelligence Metasynthesis and Knowledge Processing in Intelligent
Systems},
journal = {J. Univers. Comput. Sci.},
volume = {14},
number = {14},
pages = {2256--2262},
year = {2008},
url = {https://doi.org/10.3217/jucs-014-14-2256},
doi = {10.3217/JUCS-014-14-2256},
timestamp = {Thu, 07 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jucs/CaoN08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jucs/CaoO08,
author = {Longbing Cao and
Yuming Ou},
title = {Market Microstructure Patterns Powering Trading and Surveillance Agents},
journal = {J. Univers. Comput. Sci.},
volume = {14},
number = {14},
pages = {2288--2308},
year = {2008},
url = {https://doi.org/10.3217/jucs-014-14-2288},
doi = {10.3217/JUCS-014-14-2288},
timestamp = {Thu, 07 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jucs/CaoO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CaoZZ08,
author = {Longbing Cao and
Yanchang Zhao and
Chengqi Zhang},
title = {Mining Impact-Targeted Activity Patterns in Imbalanced Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {20},
number = {8},
pages = {1053--1066},
year = {2008},
url = {https://doi.org/10.1109/TKDE.2007.190635},
doi = {10.1109/TKDE.2007.190635},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/CaoZZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/CaoZZ08,
author = {Longbing Cao and
Chengqi Zhang and
MengChu Zhou},
title = {Engineering Open Complex Agent Systems: {A} Case Study},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {38},
number = {4},
pages = {483--496},
year = {2008},
url = {https://doi.org/10.1109/TSMCC.2008.923863},
doi = {10.1109/TSMCC.2008.923863},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/CaoZZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/ZhaoZCZB08,
author = {Yanchang Zhao and
Huaifeng Zhang and
Longbing Cao and
Chengqi Zhang and
Hans Bohlscheid},
editor = {Wayne Wobcke and
Mengjie Zhang},
title = {Combined Pattern Mining: From Learned Rules to Actionable Knowledge},
booktitle = {{AI} 2008: Advances in Artificial Intelligence, 21st Australasian
Joint Conference on Artificial Intelligence, Auckland, New Zealand,
December 1-5, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5360},
pages = {393--403},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89378-3\_40},
doi = {10.1007/978-3-540-89378-3\_40},
timestamp = {Mon, 15 Feb 2021 14:16:47 +0100},
biburl = {https://dblp.org/rec/conf/ausai/ZhaoZCZB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/CaoDG08,
author = {Longbing Cao and
Ruwei Dai and
Vladimir I. Gorodetski},
title = {Message from the {EOCS-MCP} 2008 Workshop Organizers},
booktitle = {Proceedings of the 32nd Annual {IEEE} International Computer Software
and Applications Conference, {COMPSAC} 2008, 28 July - 1 August 2008,
Turku, Finland},
pages = {859},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/COMPSAC.2008.261},
doi = {10.1109/COMPSAC.2008.261},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/compsac/CaoDG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/CaoDG08a,
author = {Longbing Cao and
Ruwei Dai and
Vladimir I. Gorodetski},
title = {{EOCS-MCP} 2008 Workshop Organization},
booktitle = {Proceedings of the 32nd Annual {IEEE} International Computer Software
and Applications Conference, {COMPSAC} 2008, 28 July - 1 August 2008,
Turku, Finland},
pages = {860--861},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/COMPSAC.2008.262},
doi = {10.1109/COMPSAC.2008.262},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/compsac/CaoDG08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/Cao08a,
author = {Longbing Cao},
title = {Metasynthetic Computing for Solving Open Complex Problems},
booktitle = {Proceedings of the 32nd Annual {IEEE} International Computer Software
and Applications Conference, {COMPSAC} 2008, 28 July - 1 August 2008,
Turku, Finland},
pages = {896--901},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/COMPSAC.2008.16},
doi = {10.1109/COMPSAC.2008.16},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/compsac/Cao08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/MoemengCZ08,
author = {Peerapol Moemeng and
Longbing Cao and
Chengqi Zhang},
title = {{F-TRADE} 3.0: An Agent-Based Integrated Framework for Data Mining
Experiments},
booktitle = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on
Web Intelligence and International Conference on Intelligent Agent
Technology - Workshops, 9-12 December 2008, Sydney, NSW, Australia},
pages = {612--615},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.230},
doi = {10.1109/WIIAT.2008.230},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/MoemengCZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/LuoZCOZ08,
author = {Chao Luo and
Yanchang Zhao and
Longbing Cao and
Yuming Ou and
Chengqi Zhang},
title = {Exception Mining on Multiple Time Series in Stock Market},
booktitle = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on
Web Intelligence and International Conference on Intelligent Agent
Technology - Workshops, 9-12 December 2008, Sydney, NSW, Australia},
pages = {690--693},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.302},
doi = {10.1109/WIIAT.2008.302},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/LuoZCOZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Cao08,
author = {Longbing Cao},
title = {Domain Driven Data Mining {(D3M)}},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {74--76},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.98},
doi = {10.1109/ICDMW.2008.98},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Cao08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Cao08a,
author = {Longbing Cao},
title = {Behavior Informatics and Analytics: Let Behavior Talk},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {87--96},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.95},
doi = {10.1109/ICDMW.2008.95},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Cao08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuCYZ08,
author = {Bo Liu and
Longbing Cao and
Philip S. Yu and
Chengqi Zhang},
title = {Multi-Space-Mapped SVMs for Multi-class Classification},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {911--916},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.13},
doi = {10.1109/ICDM.2008.13},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuCYZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/QiuJLHC08,
author = {Xuekan Qiu and
Shuqiang Jiang and
Huiying Liu and
Qingming Huang and
Longbing Cao},
title = {Spatial-temporal attention analysis for home video},
booktitle = {Proceedings of the 2008 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2008, June 23-26 2008, Hannover, Germany},
pages = {1517--1520},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICME.2008.4607735},
doi = {10.1109/ICME.2008.4607735},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/QiuJLHC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesamsta/XiaoLLC08,
author = {Yanshan Xiao and
Bo Liu and
Dan Luo and
Longbing Cao},
editor = {Ngoc Thanh Nguyen and
GeunSik Jo and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Multi-agent System for Custom Relationship Management with SVMs Tool},
booktitle = {Agent and Multi-Agent Systems: Technologies and Applications, Second
{KES} International Symposium, {KES-AMSTA} 2008, Incheon, Korea, March
26-28, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4953},
pages = {333--340},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78582-8\_34},
doi = {10.1007/978-3-540-78582-8\_34},
timestamp = {Thu, 16 Mar 2023 20:00:31 +0100},
biburl = {https://dblp.org/rec/conf/kesamsta/XiaoLLC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesamsta/CaoLXZ08,
author = {Longbing Cao and
Dan Luo and
Yanshan Xiao and
Zhigang Zheng},
editor = {Ngoc Thanh Nguyen and
GeunSik Jo and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Agent Collaboration for Multiple Trading Strategy Integration},
booktitle = {Agent and Multi-Agent Systems: Technologies and Applications, Second
{KES} International Symposium, {KES-AMSTA} 2008, Incheon, Korea, March
26-28, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4953},
pages = {361--370},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78582-8\_37},
doi = {10.1007/978-3-540-78582-8\_37},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kesamsta/CaoLXZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhangZCZ08,
author = {Huaifeng Zhang and
Yanchang Zhao and
Longbing Cao and
Chengqi Zhang},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Combined Association Rule Mining},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {1069--1074},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_115},
doi = {10.1007/978-3-540-68125-0\_115},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhangZCZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/OuCLZ08,
author = {Yuming Ou and
Longbing Cao and
Chao Luo and
Chengqi Zhang},
editor = {Tu Bao Ho and
Zhi{-}Hua Zhou},
title = {Domain-Driven Local Exceptional Pattern Mining for Detecting Stock
Price Manipulation},
booktitle = {{PRICAI} 2008: Trends in Artificial Intelligence, 10th Pacific Rim
International Conference on Artificial Intelligence, Hanoi, Vietnam,
December 15-19, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5351},
pages = {849--858},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89197-0\_79},
doi = {10.1007/978-3-540-89197-0\_79},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/OuCLZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/LuoZCOL08,
author = {Chao Luo and
Yanchang Zhao and
Longbing Cao and
Yuming Ou and
Li Liu},
editor = {Tu Bao Ho and
Zhi{-}Hua Zhou},
title = {Outlier Mining on Multiple Time Series Data in Stock Market},
booktitle = {{PRICAI} 2008: Trends in Artificial Intelligence, 10th Pacific Rim
International Conference on Artificial Intelligence, Hanoi, Vietnam,
December 15-19, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5351},
pages = {1010--1015},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89197-0\_99},
doi = {10.1007/978-3-540-89197-0\_99},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/LuoZCOL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/ZhaoZCZB08,
author = {Yanchang Zhao and
Huaifeng Zhang and
Longbing Cao and
Chengqi Zhang and
Hans Bohlscheid},
title = {Efficient Mining of Event-Oriented Negative Sequential Rules},
booktitle = {2008 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence,
{WI} 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference
Proceedings},
pages = {336--342},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.60},
doi = {10.1109/WIIAT.2008.60},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/ZhaoZCZB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/OuCLL08,
author = {Yuming Ou and
Longbing Cao and
Chao Luo and
Li Liu},
title = {Mining Exceptional Activity Patterns in Microstructure Data},
booktitle = {2008 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence,
{WI} 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference
Proceedings},
pages = {884--887},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.160},
doi = {10.1109/WIIAT.2008.160},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/OuCLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CaoZYBVTKYZATDG07,
author = {Longbing Cao and
Chengqi Zhang and
Qiang Yang and
David A. Bell and
Michail Vlachos and
Bahar Taneri and
Eamonn J. Keogh and
Philip S. Yu and
Ning Zhong and
Mafruz Zaman Ashrafi and
David Taniar and
Eugene Dubossarsky and
Warwick Graco},
title = {Domain-Driven, Actionable Knowledge Discovery},
journal = {{IEEE} Intell. Syst.},
volume = {22},
number = {4},
pages = {78--88},
year = {2007},
url = {https://doi.org/10.1109/MIS.2007.67},
doi = {10.1109/MIS.2007.67},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/CaoZYBVTKYZATDG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/CaoLZ07,
author = {Longbing Cao and
Dan Luo and
Chengqi Zhang},
title = {Knowledge actionability: satisfying technical and business interestingness},
journal = {Int. J. Bus. Intell. Data Min.},
volume = {2},
number = {4},
pages = {496--514},
year = {2007},
url = {https://doi.org/10.1504/IJBIDM.2007.016385},
doi = {10.1504/IJBIDM.2007.016385},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbidm/CaoLZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/CaoZ07,
author = {Longbing Cao and
Chengqi Zhang},
title = {The Evolution of {KDD:} towards Domain-Driven Data Mining},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {21},
number = {4},
pages = {677--692},
year = {2007},
url = {https://doi.org/10.1142/S0218001407005612},
doi = {10.1142/S0218001407005612},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/CaoZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/CaoZZYW07,
author = {Longbing Cao and
Chengqi Zhang and
Yanchang Zhao and
Philip S. Yu and
Graham Williams},
title = {{DDDM2007:} Domain Driven Data Mining},
journal = {{SIGKDD} Explor.},
volume = {9},
number = {2},
pages = {84--86},
year = {2007},
url = {https://doi.org/10.1145/1345448.1345467},
doi = {10.1145/1345448.1345467},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/CaoZZYW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisadm/CaoLZ07,
author = {Longbing Cao and
Chao Luo and
Chengqi Zhang},
editor = {Vladimir Gorodetsky and
Chengqi Zhang and
Victor A. Skormin and
Longbing Cao},
title = {Agent-Mining Interaction: An Emerging Area},
booktitle = {Autonomous Intelligent Systems: Multi-Agents and Data Mining, Second
International Workshop, {AIS-ADM} 2007, St. Petersburg, Russia, June
3-5, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4476},
pages = {60--73},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72839-9\_5},
doi = {10.1007/978-3-540-72839-9\_5},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisadm/CaoLZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CaoZ07,
author = {Longbing Cao and
Chengqi Zhang},
editor = {Edmund H. Durfee and
Makoto Yokoo and
Michael N. Huhns and
Onn Shehory},
title = {F-trade: an agent-mining symbiont for financial services},
booktitle = {6th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2007), Honolulu, Hawaii, USA, May 14-18, 2007},
pages = {262},
publisher = {{IFAAMAS}},
year = {2007},
url = {https://doi.org/10.1145/1329125.1329443},
doi = {10.1145/1329125.1329443},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/CaoZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/ZhangZCZ07,
author = {Huaifeng Zhang and
Yanchang Zhao and
Longbing Cao and
Chengqi Zhang},
editor = {Mehmet A. Orgun and
John Thornton},
title = {Class Association Rule Mining with Multiple Imbalanced Attributes},
booktitle = {{AI} 2007: Advances in Artificial Intelligence, 20th Australian Joint
Conference on Artificial Intelligence, Gold Coast, Australia, December
2-6, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4830},
pages = {827--831},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-76928-6\_100},
doi = {10.1007/978-3-540-76928-6\_100},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/ZhangZCZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/CaoLZ07,
author = {Longbing Cao and
Chao Luo and
Chengqi Zhang},
title = {Developing Actionable Trading Strategies for Trading Agents},
booktitle = {Proceedings of the 2007 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, Silicon Valley, CA, USA, November 2-5,
2007},
pages = {72--75},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/IAT.2007.16},
doi = {10.1109/IAT.2007.16},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/CaoLZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/Cao07,
author = {Longbing Cao},
title = {Multi-strategy Integration for Actionable Trading Agents},
booktitle = {Proceedings of the 2007 {IEEE/WIC/ACM} International Conference on
Web Intelligence and International Conference on Intelligent Agent
Technology - Workshops, 2-5 November 2007, Silicon Valley, CA, {USA}},
pages = {487--490},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/WIIATW.2007.4427634},
doi = {10.1109/WIIATW.2007.4427634},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iat/Cao07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/OuCYZ07,
author = {Yuming Ou and
Longbing Cao and
Ting Yu and
Chengqi Zhang},
title = {Detecting Turning Points of Trading Price and Return Volatility for
Market Surveillance Agents},
booktitle = {Proceedings of the 2007 {IEEE/WIC/ACM} International Conference on
Web Intelligence and International Conference on Intelligent Agent
Technology - Workshops, 2-5 November 2007, Silicon Valley, CA, {USA}},
pages = {491--494},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/WIIATW.2007.4427635},
doi = {10.1109/WIIATW.2007.4427635},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iat/OuCYZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesamsta/LuoCNL07,
author = {Dan Luo and
Longbing Cao and
Jiarui Ni and
Li Liu},
editor = {Ngoc Thanh Nguyen and
Adam Grzech and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Building Agent Service Oriented Multi-Agent Systems},
booktitle = {Agent and Multi-Agent Systems: Technologies and Applications, First
{KES} International Symposium, {KES-AMSTA} 2007, Wroclaw, Poland,
May 31- June 1, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4496},
pages = {11--20},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72830-6\_2},
doi = {10.1007/978-3-540-72830-6\_2},
timestamp = {Thu, 16 Mar 2023 20:00:31 +0100},
biburl = {https://dblp.org/rec/conf/kesamsta/LuoCNL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/NiCZ07,
author = {Jiarui Ni and
Longbing Cao and
Chengqi Zhang},
editor = {Carlos Soares and
Yonghong Peng and
Jun Meng and
Takashi Washio and
Zhi{-}Hua Zhou},
title = {Evolutionary Optimization of Trading Strategies},
booktitle = {Applications of Data Mining in E-Business and Finance},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {177},
pages = {11--24},
publisher = {{IOS} Press},
year = {2007},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=9891},
timestamp = {Thu, 23 Mar 2017 10:03:18 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/NiCZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/CaoZFOL07,
author = {Longbing Cao and
Yanchang Zhao and
Fernando Figueiredo and
Yuming Ou and
Dan Luo},
editor = {Takashi Washio and
Zhi{-}Hua Zhou and
Joshua Zhexue Huang and
Xiaohua Hu and
Jinyan Li and
Chao Xie and
Jieyue He and
Deqing Zou and
Kuan{-}Ching Li and
M{\'{a}}rio M. Freire},
title = {Mining High Impact Exceptional Behavior Patterns},
booktitle = {Emerging Technologies in Knowledge Discovery and Data Mining, {PAKDD}
2007, International Workshops, Nanjing, China, May 22-25, 2007, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4819},
pages = {56--63},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77018-3\_7},
doi = {10.1007/978-3-540-77018-3\_7},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/CaoZFOL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/0001CLZW07,
author = {Dan Luo and
Longbing Cao and
Chao Luo and
Chengqi Zhang and
Weiyuan Wang},
editor = {Carlos Soares and
Yonghong Peng and
Jun Meng and
Takashi Washio and
Zhi{-}Hua Zhou},
title = {Towards Business Interestingness in Actionable Knowledge Discovery},
booktitle = {Applications of Data Mining in E-Business and Finance},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {177},
pages = {99--109},
publisher = {{IOS} Press},
year = {2007},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=9899},
timestamp = {Thu, 23 Mar 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/0001CLZW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aisadm/2007,
editor = {Vladimir Gorodetsky and
Chengqi Zhang and
Victor A. Skormin and
Longbing Cao},
title = {Autonomous Intelligent Systems: Multi-Agents and Data Mining, Second
International Workshop, {AIS-ADM} 2007, St. Petersburg, Russia, June
3-5, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4476},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72839-9},
doi = {10.1007/978-3-540-72839-9},
isbn = {978-3-540-72838-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aisadm/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdwm/CaoZ06,
author = {Longbing Cao and
Chengqi Zhang},
title = {Domain-Driven Data Mining: {A} Practical Methodology},
journal = {Int. J. Data Warehous. Min.},
volume = {2},
number = {4},
pages = {49--65},
year = {2006},
url = {https://doi.org/10.4018/jdwm.2006100103},
doi = {10.4018/JDWM.2006100103},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jdwm/CaoZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wias/CaoZL06,
author = {Longbing Cao and
Chengqi Zhang and
Jiming Liu},
title = {Ontology-based integration of business intelligence},
journal = {Web Intell. Agent Syst.},
volume = {4},
number = {3},
pages = {313--325},
year = {2006},
url = {http://content.iospress.com/articles/web-intelligence-and-agent-systems-an-international-journal/wia00093},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wias/CaoZL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Cao06,
author = {Longbing Cao},
editor = {Xue Li and
Osmar R. Za{\"{\i}}ane and
Zhanhuai Li},
title = {Activity Mining: Challenges and Prospects},
booktitle = {Advanced Data Mining and Applications, Second International Conference,
{ADMA} 2006, Xi'an, China, August 14-16, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4093},
pages = {582--593},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11811305\_65},
doi = {10.1007/11811305\_65},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/Cao06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amt/ZhangC06,
author = {Chengqi Zhang and
Longbing Cao},
editor = {Yuefeng Li and
Mark Looi and
Ning Zhong},
title = {Domain-Driven Data Mining: Methodologies and Applications},
booktitle = {Advances in Intelligent {IT} - Active Media Technology 2006, Proceedings
of the 4th International Conference on Active Media Technology, {AMT}
2006, June 7-9, 2006, Brisbane, Australia},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {138},
pages = {13--16},
publisher = {{IOS} Press},
year = {2006},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=1499},
timestamp = {Tue, 21 Feb 2017 13:43:19 +0100},
biburl = {https://dblp.org/rec/conf/amt/ZhangC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amt/NiCZ06,
author = {Jiarui Ni and
Longbing Cao and
Chengqi Zhang},
editor = {Yuefeng Li and
Mark Looi and
Ning Zhong},
title = {Agent Services-Oriented Architectural Design of a Framework for Artificial
Stock Markets},
booktitle = {Advances in Intelligent {IT} - Active Media Technology 2006, Proceedings
of the 4th International Conference on Active Media Technology, {AMT}
2006, June 7-9, 2006, Brisbane, Australia},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {138},
pages = {396--399},
publisher = {{IOS} Press},
year = {2006},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=1566},
timestamp = {Tue, 13 Mar 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/amt/NiCZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/CaoNL06,
author = {Longbing Cao and
Jiarui Ni and
Dan Luo},
editor = {Xiaofang Zhou and
Jianzhong Li and
Heng Tao Shen and
Masaru Kitsuregawa and
Yanchun Zhang},
title = {Ontological Engineering in Data Warehousing},
booktitle = {Frontiers of {WWW} Research and Development - APWeb 2006, 8th Asia-Pacific
Web Conference, Harbin, China, January 16-18, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3841},
pages = {923--929},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11610113\_96},
doi = {10.1007/11610113\_96},
timestamp = {Tue, 03 Dec 2019 08:18:13 +0100},
biburl = {https://dblp.org/rec/conf/apweb/CaoNL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/ZhaoCMONZ06,
author = {Yanchang Zhao and
Longbing Cao and
Yvonne Morrow and
Yuming Ou and
Jiarui Ni and
Chengqi Zhang},
editor = {Peter Christen and
Paul J. Kennedy and
Jiuyong Li and
Simeon J. Simoff and
Graham J. Williams},
title = {Discovering Debtor Patterns of Centrelink Customers},
booktitle = {Data Mining and Analytics 2006, Proceedings of the Fifth Australasian
Data Mining Conference (AusDM2006), Sydney, NSW, Australia, 29-30
November, 2006, Proceedings},
series = {{CRPIT}},
volume = {61},
pages = {135--144},
publisher = {Australian Computer Society},
year = {2006},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV61Zhao.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/ZhaoCMONZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcis/CaoLNLZ06,
author = {Longbing Cao and
Chao Luo and
Jiarui Ni and
Dan Luo and
Chengqi Zhang},
title = {Stock Data Mining through Fuzzy Genetic Algorithms},
booktitle = {Proceedings of the 2006 Joint Conference on Information Sciences,
{JCIS} 2006, Kaohsiung, Taiwan, ROC, October 8-11, 2006},
publisher = {Atlantis Press},
year = {2006},
url = {https://doi.org/10.2991/jcis.2006.129},
doi = {10.2991/JCIS.2006.129},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/jcis/CaoLNLZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/CaoZ06,
author = {Longbing Cao and
Chengqi Zhang},
editor = {Wee Keong Ng and
Masaru Kitsuregawa and
Jianzhong Li and
Kuiyu Chang},
title = {Domain-Driven Actionable Knowledge Discovery in the Real World},
booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3918},
pages = {821--830},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11731139\_96},
doi = {10.1007/11731139\_96},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/CaoZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/CaoLZ06,
author = {Longbing Cao and
Dan Luo and
Chengqi Zhang},
editor = {Qiang Yang and
Geoffrey I. Webb},
title = {Fuzzy Genetic Algorithms for Pairs Mining},
booktitle = {{PRICAI} 2006: Trends in Artificial Intelligence, 9th Pacific Rim
International Conference on Artificial Intelligence, Guilin, China,
August 7-11, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4099},
pages = {711--720},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11801603\_75},
doi = {10.1007/11801603\_75},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/pricai/CaoLZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wimbi/CaoZLD06,
author = {Longbing Cao and
Chengqi Zhang and
Dan Luo and
Ruwei Dai},
editor = {Ning Zhong and
Jiming Liu and
Yiyu Yao and
Jing{-}Long Wu and
Shengfu Lu and
Kuncheng Li},
title = {Intelligence Metasynthesis in Building Business Intelligence Systems},
booktitle = {Web Intelligence Meets Brain Informatics, First {WICI} International
Workshop, WImBI 2006, Beijing, China, December 15-16, 2006, Revised
Selected and Invited Papers},
series = {Lecture Notes in Computer Science},
volume = {4845},
pages = {454--470},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-77028-2\_27},
doi = {10.1007/978-3-540-77028-2\_27},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wimbi/CaoZLD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisadm/ZhangZC05,
author = {Chengqi Zhang and
Zili Zhang and
Longbing Cao},
editor = {Vladimir Gorodetsky and
Jiming Liu and
Victor A. Skormin},
title = {Agents and Data Mining: Mutual Enhancement by Integration},
booktitle = {Autonomous Intelligent Systems: Agents and Data Mining, International
Workshop, {AIS-ADM} 2005, St. Petersburg, Russia, June 6-8, 2005,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3505},
pages = {50--61},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11492870\_5},
doi = {10.1007/11492870\_5},
timestamp = {Thu, 20 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aisadm/ZhangZC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apvis/LinCZ05,
author = {Li Lin and
Longbing Cao and
Chengqi Zhang},
editor = {Seok{-}Hee Hong},
title = {The Fish-eye Visualization of Foreign Currency Exchange Data Streams},
booktitle = {Asia-Pacific Symposium on Information Visualisation, {APVIS} 2005,
Sydney, Australia, January 27-29, 2005},
series = {{CRPIT}},
volume = {45},
pages = {91--96},
publisher = {Australian Computer Society},
year = {2005},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV45Lin.html},
timestamp = {Thu, 27 Apr 2023 14:57:18 +0200},
biburl = {https://dblp.org/rec/conf/apvis/LinCZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dba/LinCZ05,
author = {Li Lin and
Longbing Cao and
Chengqi Zhang},
editor = {M. H. Hamza},
title = {The Visualization of Large Database in Stock Market},
booktitle = {{IASTED} International Conference on Databases and Applications, part
of the 23rd Multi-Conference on Applied Informatics, Innsbruck, Austria,
February 14-16, 2005},
pages = {163--166},
publisher = {{IASTED/ACTA} Press},
year = {2005},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dba/LinCZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iastedCI/LinCZ05,
author = {Li Lin and
Longbing Cao and
Chengqi Zhang},
editor = {M. H. Hamza},
title = {Genetic Algorithms for Robust Optimization in Financial Applications},
booktitle = {{IASTED} International Conference on Computational Intelligence, Calgary,
Alberta, Canada, July 4-6, 2005},
pages = {387--391},
publisher = {{IASTED/ACTA} Press},
year = {2005},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iastedCI/LinCZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/CaoZN05,
author = {Longbing Cao and
Chengqi Zhang and
Jiarui Ni},
editor = {Andrzej Skowron and
Jean{-}Paul A. Barth{\`{e}}s and
Lakhmi C. Jain and
Ron Sun and
Pierre Morizet{-}Mahoudeaux and
Jiming Liu and
Ning Zhong},
title = {Agent Services-Orinted Architectural Design of Open Complex Agent
Systems},
booktitle = {Proceedings of the 2005 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, Compiegne, France, September 19-22,
2005},
pages = {120--123},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/IAT.2005.28},
doi = {10.1109/IAT.2005.28},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/CaoZN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/CaoNWZ04,
author = {Longbing Cao and
Jiarui Ni and
Jiaqi Wang and
Chengqi Zhang},
editor = {Geoffrey I. Webb and
Xinghuo Yu},
title = {Agent Services-Driven Plug-and-Play in {F-TRADE}},
booktitle = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint
Conference on Artificial Intelligence, Cairns, Australia, December
4-6, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3339},
pages = {917--922},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30549-1\_79},
doi = {10.1007/978-3-540-30549-1\_79},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/CaoNWZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/CaoLLL04,
author = {Longbing Cao and
Dan Luo and
Chao Luo and
Li Liu},
editor = {Geoffrey I. Webb and
Xinghuo Yu},
title = {Ontology Transformation in Multiple Domains},
booktitle = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint
Conference on Artificial Intelligence, Cairns, Australia, December
4-6, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3339},
pages = {985--990},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30549-1\_90},
doi = {10.1007/978-3-540-30549-1\_90},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/CaoLLL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/CaoZLCZ04,
author = {Longbing Cao and
Chengqi Zhang and
Dan Luo and
Wanli Chen and
Neda Zamani},
editor = {Masumi Ishikawa and
Shuji Hashimoto and
Marcin Paprzycki and
Emilia I. Barakova and
Kaori Yoshida and
Mario K{\"{o}}ppen and
David W. Corne and
Ajith Abraham},
title = {Integrative Early Requirements Analysis for Agent-Based Systems},
booktitle = {4th International Conference on Hybrid Intelligent Systems {(HIS}
2004), 5-8 December 2004, Kitakyushu, Japan},
pages = {118--123},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICHIS.2004.63},
doi = {10.1109/ICHIS.2004.63},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/CaoZLCZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/CaoWLZ04,
author = {Longbing Cao and
Jiaqi Wang and
Li Lin and
Chengqi Zhang},
title = {Agent Services-Based Infrastructure for Online Assessment of Trading
Strategies},
booktitle = {2004 {IEEE/WIC/ACM} International Conference on Intelligent Agent
Technology {(IAT} 2004), 20-24 September 2004, Beijing, China},
pages = {345--348},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/IAT.2004.1342967},
doi = {10.1109/IAT.2004.1342967},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/CaoWLZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/CaoLLL04,
author = {Longbing Cao and
Chao Luo and
Dan Luo and
Li Liu},
editor = {Chengqi Zhang and
Hans W. Guesgen and
Wai{-}Kiang Yeap},
title = {Ontology Services-Based Information Integration in Mining Telecom
Business Intelligence},
booktitle = {{PRICAI} 2004: Trends in Artificial Intelligence, 8th Pacific Rim
International Conference on Artificial Intelligence, Auckland, New
Zealand, August 9-13, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3157},
pages = {85--94},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28633-2\_11},
doi = {10.1007/978-3-540-28633-2\_11},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pricai/CaoLLL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/CaoLLZ04,
author = {Longbing Cao and
Chao Luo and
Dan Luo and
Chengqi Zhang},
title = {Integration of Business Intelligence Based on Three-Level Ontology
Services},
booktitle = {2004 {IEEE/WIC/ACM} International Conference on Web Intelligence {(WI}
2004), 20-24 September 2004, Beijing, China},
pages = {17--23},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/WI.2004.10103},
doi = {10.1109/WI.2004.10103},
timestamp = {Thu, 23 Mar 2023 14:30:18 +0100},
biburl = {https://dblp.org/rec/conf/webi/CaoLLZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/CaoD03,
author = {Longbing Cao and
Ruwei Dai},
title = {Agent-Oriented Metasynthetic Engineering for Decision Making},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {2},
number = {2},
pages = {197--215},
year = {2003},
url = {https://doi.org/10.1142/S0219622003000598},
doi = {10.1142/S0219622003000598},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijitdm/CaoD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/CaoLLZ03,
author = {Longbing Cao and
Dan Luo and
Chao Luo and
Chengqi Zhang},
editor = {Ajith Abraham and
Mario K{\"{o}}ppen and
Katrin Franke},
title = {Systematic Engineering in Designing Architecture of Telecommunications
Business Intelligence System},
booktitle = {Design and Application of Hybrid Intelligent Systems, HIS03, the Third
International Conference on Hybrid Intelligent Systems, Melbourne,
Australia, December 14-17, 2003},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {105},
pages = {1084--1093},
publisher = {{IOS} Press},
year = {2003},
timestamp = {Fri, 30 Oct 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/CaoLLZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/LiZC03,
author = {Chunsheng Li and
Chengqi Zhang and
Longbing Cao},
editor = {Ning Zhong and
Zbigniew W. Ras and
Shusaku Tsumoto and
Einoshin Suzuki},
title = {Theoretical Evaluation of Ring-Based Architectural Model for Middle
Agents in Agent-Based System},
booktitle = {Foundations of Intelligent Systems, 14th International Symposium,
{ISMIS} 2003, Maebashi City, Japan, October 28-31, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2871},
pages = {603--607},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39592-8\_85},
doi = {10.1007/978-3-540-39592-8\_85},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismis/LiZC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/CaoLZD03,
author = {Longbing Cao and
Chunsheng Li and
Chengqi Zhang and
Ruwei Dai},
title = {Open Giant Intelligent Information Systems and Its Agent-Oriented
Analysis and Design},
booktitle = {Proceedings of the Fifteenth International Conference on Software
Engineering {\&} Knowledge Engineering (SEKE'2003), Hotel Sofitel,
San Francisco Bay, CA, USA, July 1-3, 2003},
pages = {85--89},
year = {2003},
timestamp = {Fri, 18 Feb 2005 13:16:38 +0100},
biburl = {https://dblp.org/rec/conf/seke/CaoLZD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/serp/CaoLZD03,
author = {Longbing Cao and
Chunsheng Li and
Chengqi Zhang and
Ruwei Dai},
editor = {Ban Al{-}Ani and
Hamid R. Arabnia and
Youngsong Mun},
title = {Open Giant Intelligent Information Systems and Its Multiagent-Oriented
System Design},
booktitle = {Proceedings of the International Conference on Software Engineering
Research and Practice, {SERP} '03, June 23 - 26, 2003, Las Vegas,
Nevada, USA, Volume 2},
pages = {816--822},
publisher = {{CSREA} Press},
year = {2003},
timestamp = {Wed, 23 May 2007 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/serp/CaoLZD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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