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ORCIDBibTeX records: Nitesh V. Chawla
@inproceedings{DBLP:conf/aaai/0001SWWHWCX24,
author = {Yijun Tian and
Huan Song and
Zichen Wang and
Haozhu Wang and
Ziqing Hu and
Fang Wang and
Nitesh V. Chawla and
Panpan Xu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Graph Neural Prompting with Large Language Models},
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 = {19080--19088},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i17.29875},
doi = {10.1609/AAAI.V38I17.29875},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001SWWHWCX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MichalowskiMC24,
author = {Martin Michalowski and
Robert Moskovitch and
Nitesh V. Chawla},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Introduction to the Special Track on Artificial Intelligence and {COVID-19}
(Abstract Reprint)},
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 = {22707},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30607},
doi = {10.1609/AAAI.V38I20.30607},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MichalowskiMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01680,
author = {Taicheng Guo and
Xiuying Chen and
Yaqi Wang and
Ruidi Chang and
Shichao Pei and
Nitesh V. Chawla and
Olaf Wiest and
Xiangliang Zhang},
title = {Large Language Model based Multi-Agents: {A} Survey of Progress and
Challenges},
journal = {CoRR},
volume = {abs/2402.01680},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01680},
doi = {10.48550/ARXIV.2402.01680},
eprinttype = {arXiv},
eprint = {2402.01680},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04616,
author = {Yijun Tian and
Yikun Han and
Xiusi Chen and
Wei Wang and
Nitesh V. Chawla},
title = {TinyLLM: Learning a Small Student from Multiple Large Language Models},
journal = {CoRR},
volume = {abs/2402.04616},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04616},
doi = {10.48550/ARXIV.2402.04616},
eprinttype = {arXiv},
eprint = {2402.04616},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05971,
author = {Yihong Ma and
Xiaobao Huang and
Bozhao Nan and
Nuno Moniz and
Xiangliang Zhang and
Olaf Wiest and
Nitesh V. Chawla},
title = {Are we making much progress? Revisiting chemical reaction yield prediction
from an imbalanced regression perspective},
journal = {CoRR},
volume = {abs/2402.05971},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05971},
doi = {10.48550/ARXIV.2402.05971},
eprinttype = {arXiv},
eprint = {2402.05971},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07630,
author = {Xiaoxin He and
Yijun Tian and
Yifei Sun and
Nitesh V. Chawla and
Thomas Laurent and
Yann LeCun and
Xavier Bresson and
Bryan Hooi},
title = {G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding
and Question Answering},
journal = {CoRR},
volume = {abs/2402.07630},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07630},
doi = {10.48550/ARXIV.2402.07630},
eprinttype = {arXiv},
eprint = {2402.07630},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07738,
author = {Kaiwen Dong and
Haitao Mao and
Zhichun Guo and
Nitesh V. Chawla},
title = {Universal Link Predictor By In-Context Learning on Graphs},
journal = {CoRR},
volume = {abs/2402.07738},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07738},
doi = {10.48550/ARXIV.2402.07738},
eprinttype = {arXiv},
eprint = {2402.07738},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08023,
author = {Yijun Tian and
Chuxu Zhang and
Ziyi Kou and
Zheyuan Liu and
Xiangliang Zhang and
Nitesh V. Chawla},
title = {{UGMAE:} {A} Unified Framework for Graph Masked Autoencoders},
journal = {CoRR},
volume = {abs/2402.08023},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08023},
doi = {10.48550/ARXIV.2402.08023},
eprinttype = {arXiv},
eprint = {2402.08023},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09711,
author = {Zhichun Guo and
Tong Zhao and
Yozen Liu and
Kaiwen Dong and
William Shiao and
Neil Shah and
Nitesh V. Chawla},
title = {Node Duplication Improves Cold-start Link Prediction},
journal = {CoRR},
volume = {abs/2402.09711},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09711},
doi = {10.48550/ARXIV.2402.09711},
eprinttype = {arXiv},
eprint = {2402.09711},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10359,
author = {Zheyuan Liu and
Xiaoxin He and
Yijun Tian and
Nitesh V. Chawla},
title = {Can we Soft Prompt LLMs for Graph Learning Tasks?},
journal = {CoRR},
volume = {abs/2402.10359},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10359},
doi = {10.48550/ARXIV.2402.10359},
eprinttype = {arXiv},
eprint = {2402.10359},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14391,
author = {Lirong Wu and
Yijun Tian and
Yufei Huang and
Siyuan Li and
Haitao Lin and
Nitesh V. Chawla and
Stan Z. Li},
title = {{MAPE-PPI:} Towards Effective and Efficient Protein-Protein Interaction
Prediction via Microenvironment-Aware Protein Embedding},
journal = {CoRR},
volume = {abs/2402.14391},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14391},
doi = {10.48550/ARXIV.2402.14391},
eprinttype = {arXiv},
eprint = {2402.14391},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16300,
author = {Anna Sokol and
Nuno Moniz and
Nitesh V. Chawla},
title = {Conformalized Selective Regression},
journal = {CoRR},
volume = {abs/2402.16300},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16300},
doi = {10.48550/ARXIV.2402.16300},
eprinttype = {arXiv},
eprint = {2402.16300},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08820,
author = {Zheyuan Zhang and
Zehong Wang and
Shifu Hou and
Evan Hall and
Landon Bachman and
Vincent Galassi and
Jasmine White and
Nitesh V. Chawla and
Chuxu Zhang and
Yanfang Ye},
title = {Diet-ODIN: {A} Novel Framework for Opioid Misuse Detection with Interpretable
Dietary Patterns},
journal = {CoRR},
volume = {abs/2403.08820},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08820},
doi = {10.48550/ARXIV.2403.08820},
eprinttype = {arXiv},
eprint = {2403.08820},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/MaICC23,
author = {Yihong Ma and
Md Nafee Al Islam and
Jane Cleland{-}Huang and
Nitesh V. Chawla},
title = {Detecting Anomalies in Small Unmanned Aerial Systems via Graphical
Normalizing Flows},
journal = {{IEEE} Intell. Syst.},
volume = {38},
number = {2},
pages = {46--54},
year = {2023},
url = {https://doi.org/10.1109/MIS.2023.3252810},
doi = {10.1109/MIS.2023.3252810},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/MaICC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/SchnurC23,
author = {Jennifer J. Schnur and
Nitesh V. Chawla},
title = {Information fusion via symbolic regression: {A} tutorial in the context
of human health},
journal = {Inf. Fusion},
volume = {92},
pages = {326--335},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2022.11.030},
doi = {10.1016/J.INFFUS.2022.11.030},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/SchnurC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/MichalowskiMC23,
author = {Martin Michalowski and
Robert Moskovitch and
Nitesh V. Chawla},
title = {Introduction to the Special Track on Artificial Intelligence and {COVID-19}},
journal = {J. Artif. Intell. Res.},
volume = {76},
pages = {523--525},
year = {2023},
url = {https://doi.org/10.1613/jair.1.14552},
doi = {10.1613/JAIR.1.14552},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/MichalowskiMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangZMZJCJ23,
author = {Daheng Wang and
Zhihan Zhang and
Yihong Ma and
Tong Zhao and
Tianwen Jiang and
Nitesh V. Chawla and
Meng Jiang},
title = {Modeling Co-Evolution of Attributed and Structural Information in
Graph Sequence},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {2},
pages = {1817--1830},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3094332},
doi = {10.1109/TKDE.2021.3094332},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangZMZJCJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DablainKC23,
author = {Damien Dablain and
Bartosz Krawczyk and
Nitesh V. Chawla},
title = {DeepSMOTE: Fusing Deep Learning and {SMOTE} for Imbalanced Data},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {9},
pages = {6390--6404},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3136503},
doi = {10.1109/TNNLS.2021.3136503},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/DablainKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangZYCJ23,
author = {Daheng Wang and
Tong Zhao and
Wenhao Yu and
Nitesh V. Chawla and
Meng Jiang},
title = {Deep Multimodal Complementarity Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {12},
pages = {10213--10224},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2022.3165180},
doi = {10.1109/TNNLS.2022.3165180},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WangZYCJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/GuoTCCW23,
author = {Zhichun Guo and
Jun Tao and
Siming Chen and
Nitesh V. Chawla and
Chaoli Wang},
title = {SD\({}^{\mbox{2}}\): Slicing and Dicing Scholarly Data for Interactive
Evaluation of Academic Performance},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {29},
number = {8},
pages = {3569--3585},
year = {2023},
url = {https://doi.org/10.1109/TVCG.2022.3163727},
doi = {10.1109/TVCG.2022.3163727},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/GuoTCCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangPYZC023,
author = {Qiannan Zhang and
Shichao Pei and
Qiang Yang and
Chuxu Zhang and
Nitesh V. Chawla and
Xiangliang Zhang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Cross-Domain Few-Shot Graph Classification with a Reinforced Task
Coordinator},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {4893--4901},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25615},
doi = {10.1609/AAAI.V37I4.25615},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangPYZC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuoZF0ZC23,
author = {Zhichun Guo and
Chunhui Zhang and
Yujie Fan and
Yijun Tian and
Chuxu Zhang and
Nitesh V. Chawla},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Boosting Graph Neural Networks via Adaptive Knowledge Distillation},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {7793--7801},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i6.25944},
doi = {10.1609/AAAI.V37I6.25944},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuoZF0ZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001DZZC23,
author = {Yijun Tian and
Kaiwen Dong and
Chunhui Zhang and
Chuxu Zhang and
Nitesh V. Chawla},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Heterogeneous Graph Masked Autoencoders},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {9997--10005},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i8.26192},
doi = {10.1609/AAAI.V37I8.26192},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001DZZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/GerminoMC23,
author = {Joe Germino and
Nuno Moniz and
Nitesh V. Chawla},
editor = {Albert Bifet and
Ana Carolina Lorena and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Pedro H. Abreu},
title = {Fairness-Aware Mixture of Experts with Interpretability Budgets},
booktitle = {Discovery Science - 26th International Conference, {DS} 2023, Porto,
Portugal, October 9-11, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14276},
pages = {341--355},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45275-8\_23},
doi = {10.1007/978-3-031-45275-8\_23},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/GerminoMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/DablainBKC23,
author = {Damien A. Dablain and
Colin Bellinger and
Bartosz Krawczyk and
Nitesh V. Chawla},
title = {Efficient Augmentation for Imbalanced Deep Learning},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {1433--1446},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00114},
doi = {10.1109/ICDE55515.2023.00114},
timestamp = {Thu, 27 Jul 2023 14:59:05 +0200},
biburl = {https://dblp.org/rec/conf/icde/DablainBKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001ZG0C23,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Xiangliang Zhang and
Nitesh V. Chawla},
title = {Learning MLPs on Graphs: {A} Unified View of Effectiveness, Robustness,
and Efficiency},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=Cs3r5KLdoj},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001ZG0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KriegBSC23,
author = {Steven J. Krieg and
William C. Burgis and
Patrick M. Soga and
Nitesh V. Chawla},
title = {Deep Ensembles for Graphs with Higher-order Dependencies},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=hZftxQGJ4Re},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KriegBSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Zhang0J00CZ23,
author = {Chunhui Zhang and
Yijun Tian and
Mingxuan Ju and
Zheyuan Liu and
Yanfang Ye and
Nitesh V. Chawla and
Chuxu Zhang},
title = {Chasing All-Round Graph Representation Robustness: Model, Training,
and Optimization},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=7jk5gWjC18M},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Zhang0J00CZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoSZLCS023,
author = {Zhichun Guo and
William Shiao and
Shichang Zhang and
Yozen Liu and
Nitesh V. Chawla and
Neil Shah and
Tong Zhao},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Linkless Link Prediction via Relational Distillation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {12012--12033},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/guo23f.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuoSZLCS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoGN0IMW0WZC23,
author = {Zhichun Guo and
Kehan Guo and
Bozhao Nan and
Yijun Tian and
Roshni G. Iyer and
Yihong Ma and
Olaf Wiest and
Xiangliang Zhang and
Wei Wang and
Chuxu Zhang and
Nitesh V. Chawla},
title = {Graph-based Molecular Representation Learning},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6638--6646},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/744},
doi = {10.24963/IJCAI.2023/744},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuoGN0IMW0WZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Cheng0PMXC0C023,
author = {Derek Zhiyuan Cheng and
Dhaval Patel and
Linsey Pang and
Sameep Mehta and
Kexin Xie and
Ed H. Chi and
Wei Liu and
Nitesh V. Chawla and
James Bailey},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Foundations and Applications in Large-scale {AI} Models: Pre-training,
Fine-tuning, and Prompt-based Learning},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5853--5854},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599209},
doi = {10.1145/3580305.3599209},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Cheng0PMXC0C023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AkogluCKNDNF23,
author = {Leman Akoglu and
Nitesh V. Chawla and
Senthil Kumar and
Saurabh Nagrecha and
Mahashweta Das and
Vidyut M. Naware and
Tanveer A. Faruquie},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {{KDD} Workshop on Machine Learning in Finance},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5863--5864},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599223},
doi = {10.1145/3580305.3599223},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AkogluCKNDNF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuoGNLGCW023,
author = {Taicheng Guo and
Kehan Guo and
Bozhao Nan and
Zhenwen Liang and
Zhichun Guo and
Nitesh V. Chawla and
Olaf Wiest and
Xiangliang Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {What can Large Language Models do in chemistry? {A} comprehensive
benchmark on eight tasks},
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/bbb330189ce02be00cf7346167028ab1-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuoGNLGCW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00219,
author = {Yijun Tian and
Shichao Pei and
Xiangliang Zhang and
Chuxu Zhang and
Nitesh V. Chawla},
title = {Knowledge Distillation on Graphs: {A} Survey},
journal = {CoRR},
volume = {abs/2302.00219},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00219},
doi = {10.48550/ARXIV.2302.00219},
eprinttype = {arXiv},
eprint = {2302.00219},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04300,
author = {Yihong Ma and
Yijun Tian and
Nuno Moniz and
Nitesh V. Chawla},
title = {Class-Imbalanced Learning on Graphs: {A} Survey},
journal = {CoRR},
volume = {abs/2304.04300},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04300},
doi = {10.48550/ARXIV.2304.04300},
eprinttype = {arXiv},
eprint = {2304.04300},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05895,
author = {Damien A. Dablain and
Nitesh V. Chawla},
title = {Towards Understanding How Data Augmentation Works with Imbalanced
Data},
journal = {CoRR},
volume = {abs/2304.05895},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05895},
doi = {10.48550/ARXIV.2304.05895},
eprinttype = {arXiv},
eprint = {2304.05895},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18365,
author = {Taicheng Guo and
Kehan Guo and
Bozhao Nan and
Zhengwen Liang and
Zhichun Guo and
Nitesh V. Chawla and
Olaf Wiest and
Xiangliang Zhang},
title = {What indeed can {GPT} models do in chemistry? {A} comprehensive benchmark
on eight tasks},
journal = {CoRR},
volume = {abs/2305.18365},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18365},
doi = {10.48550/ARXIV.2305.18365},
eprinttype = {arXiv},
eprint = {2305.18365},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00153,
author = {Jennifer J. Schnur and
Nitesh V. Chawla},
title = {Information Fusion via Symbolic Regression: {A} Tutorial in the Context
of Human Health},
journal = {CoRR},
volume = {abs/2306.00153},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00153},
doi = {10.48550/ARXIV.2306.00153},
eprinttype = {arXiv},
eprint = {2306.00153},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-00976,
author = {Kaiwen Dong and
Zhichun Guo and
Nitesh V. Chawla},
title = {Pure Message Passing Can Estimate Common Neighbor for Link Prediction},
journal = {CoRR},
volume = {abs/2309.00976},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.00976},
doi = {10.48550/ARXIV.2309.00976},
eprinttype = {arXiv},
eprint = {2309.00976},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-00976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15427,
author = {Yijun Tian and
Huan Song and
Zichen Wang and
Haozhu Wang and
Ziqing Hu and
Fang Wang and
Nitesh V. Chawla and
Panpan Xu},
title = {Graph Neural Prompting with Large Language Models},
journal = {CoRR},
volume = {abs/2309.15427},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15427},
doi = {10.48550/ARXIV.2309.15427},
eprinttype = {arXiv},
eprint = {2309.15427},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04674,
author = {Taicheng Guo and
Changsheng Ma and
Xiuying Chen and
Bozhao Nan and
Kehan Guo and
Shichao Pei and
Nitesh V. Chawla and
Olaf Wiest and
Xiangliang Zhang},
title = {Modeling non-uniform uncertainty in Reaction Prediction via Boosting
and Dropout},
journal = {CoRR},
volume = {abs/2310.04674},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04674},
doi = {10.48550/ARXIV.2310.04674},
eprinttype = {arXiv},
eprint = {2310.04674},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15318,
author = {Yihong Ma and
Ning Yan and
Jiayu Li and
Masood S. Mortazavi and
Nitesh V. Chawla},
title = {HetGPT: Harnessing the Power of Prompt Tuning in Pre-Trained Heterogeneous
Graph Neural Networks},
journal = {CoRR},
volume = {abs/2310.15318},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15318},
doi = {10.48550/ARXIV.2310.15318},
eprinttype = {arXiv},
eprint = {2310.15318},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15353,
author = {Steven J. Krieg and
Nitesh V. Chawla and
Keith Feldman},
title = {Representing Outcome-driven Higher-order Dependencies in Graphs of
Disease Trajectories},
journal = {CoRR},
volume = {abs/2312.15353},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15353},
doi = {10.48550/ARXIV.2312.15353},
eprinttype = {arXiv},
eprint = {2312.15353},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/health/MarshallJMC22,
author = {Jermaine Marshall and
Priscilla Jim{\'{e}}nez{-}Pazmino and
Ronald A. Metoyer and
Nitesh V. Chawla},
title = {A Survey on Healthy Food Decision Influences Through Technological
Innovations},
journal = {{ACM} Trans. Comput. Heal.},
volume = {3},
number = {2},
pages = {25:1--25:27},
year = {2022},
url = {https://doi.org/10.1145/3494580},
doi = {10.1145/3494580},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/health/MarshallJMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/health/AmonMNMCDD22,
author = {Mary Jean Amon and
Stephen M. Mattingly and
Aaron Necaise and
Gloria Mark and
Nitesh V. Chawla and
Anind K. Dey and
Sidney D'Mello},
title = {Flexibility Versus Routineness in Multimodal Health Indicators: {A}
Sensor-based Longitudinal in Situ Study of Information Workers},
journal = {{ACM} Trans. Comput. Heal.},
volume = {3},
number = {3},
pages = {36:1--36:27},
year = {2022},
url = {https://doi.org/10.1145/3514259},
doi = {10.1145/3514259},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/health/AmonMNMCDD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/SaebiKZJKC22,
author = {Mandana Saebi and
Steven Kreig and
Chuxu Zhang and
Meng Jiang and
Tomasz Kajdanowicz and
Nitesh V. Chawla},
title = {Heterogeneous relational reasoning in knowledge graphs with reinforcement
learning},
journal = {Inf. Fusion},
volume = {88},
pages = {12--21},
year = {2022},
url = {https://doi.org/10.1016/j.inffus.2022.07.001},
doi = {10.1016/J.INFFUS.2022.07.001},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/SaebiKZJKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BielakKC22,
author = {Piotr Bielak and
Tomasz Kajdanowicz and
Nitesh V. Chawla},
title = {AttrE2vec: Unsupervised attributed edge representation learning},
journal = {Inf. Sci.},
volume = {592},
pages = {82--96},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.01.048},
doi = {10.1016/J.INS.2022.01.048},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BielakKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/BielakTFKC22,
author = {Piotr Bielak and
Kamil Tagowski and
Maciej Falkiewicz and
Tomasz Kajdanowicz and
Nitesh V. Chawla},
title = {{FILDNE:} {A} Framework for Incremental Learning of Dynamic Networks
Embeddings},
journal = {Knowl. Based Syst.},
volume = {236},
pages = {107453},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2021.107453},
doi = {10.1016/J.KNOSYS.2021.107453},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/BielakTFKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/BielakKC22,
author = {Piotr Bielak and
Tomasz Kajdanowicz and
Nitesh V. Chawla},
title = {Graph Barlow Twins: {A} self-supervised representation learning framework
for graphs},
journal = {Knowl. Based Syst.},
volume = {256},
pages = {109631},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.109631},
doi = {10.1016/J.KNOSYS.2022.109631},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/BielakKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/KriegAGASMC22,
author = {Steven J. Krieg and
Carolina Avendano and
Evan Grantham{-}Brown and
Aaron Lilienfeld Asbun and
Jennifer J. Schnur and
Marie Lynn Miranda and
Nitesh V. Chawla},
title = {Data-driven testing program improves detection of {COVID-19} cases
and reduces community transmission},
journal = {npj Digit. Medicine},
volume = {5},
year = {2022},
url = {https://doi.org/10.1038/s41746-022-00562-4},
doi = {10.1038/S41746-022-00562-4},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/KriegAGASMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/ChaudhryDC22,
author = {Beenish Moalla Chaudhry and
Dipanwita Dasgupta and
Nitesh V. Chawla},
title = {Formative Evaluation of a Tablet Application to Support Goal-Oriented
Care in Community-Dwelling Older Adults},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {6},
number = {{MHCI}},
pages = {1--21},
year = {2022},
url = {https://doi.org/10.1145/3546743},
doi = {10.1145/3546743},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmhci/ChaudhryDC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WuHRC22,
author = {Xian Wu and
Chao Huang and
Pablo Robles{-}Granda and
Nitesh V. Chawla},
title = {Representation Learning on Variable Length and Incomplete Wearable-Sensory
Time Series},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {6},
pages = {97:1--97:21},
year = {2022},
url = {https://doi.org/10.1145/3531228},
doi = {10.1145/3531228},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/WuHRC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MaG0GC22,
author = {Yihong Ma and
Patrick G{\'{e}}rard and
Yijun Tian and
Zhichun Guo and
Nitesh V. Chawla},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Hierarchical Spatio-Temporal Graph Neural Networks for Pandemic Forecasting},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {1481--1490},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557350},
doi = {10.1145/3511808.3557350},
timestamp = {Wed, 19 Oct 2022 12:52:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MaG0GC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Qian0C0Z22,
author = {Yiyue Qian and
Yiming Zhang and
Nitesh V. Chawla and
Yanfang Ye and
Chuxu Zhang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Malicious Repositories Detection with Adversarial Heterogeneous Graph
Contrastive Learning},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {1645--1654},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557384},
doi = {10.1145/3511808.3557384},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Qian0C0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YuanGCY22,
author = {Zhuoning Yuan and
Zhishuai Guo and
Nitesh V. Chawla and
Tianbao Yang},
title = {Compositional Training for End-to-End Deep {AUC} Maximization},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=gPvB4pdu\_Z},
timestamp = {Mon, 05 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YuanGCY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0001ZG0MC22,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Chao Huang and
Ronald A. Metoyer and
Nitesh V. Chawla},
editor = {Luc De Raedt},
title = {RecipeRec: {A} Heterogeneous Graph Learning Model for Recipe Recommendation},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {3466--3472},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/481},
doi = {10.24963/IJCAI.2022/481},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/0001ZG0MC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TianZGMMC22,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Yihong Ma and
Ronald A. Metoyer and
Nitesh V. Chawla},
editor = {Luc De Raedt},
title = {Recipe2Vec: Multi-modal Recipe Representation Learning with Graph
Neural Networks},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {3473--3479},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/482},
doi = {10.24963/IJCAI.2022/482},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/TianZGMMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangDL0YC022,
author = {Chuxu Zhang and
Kaize Ding and
Jundong Li and
Xiangliang Zhang and
Yanfang Ye and
Nitesh V. Chawla and
Huan Liu},
editor = {Luc De Raedt},
title = {Few-Shot Learning on Graphs},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5662--5669},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/789},
doi = {10.24963/IJCAI.2022/789},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangDL0YC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DingZTC022,
author = {Kaize Ding and
Chuxu Zhang and
Jie Tang and
Nitesh V. Chawla and
Huan Liu},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Toward Graph Minimally-Supervised Learning},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4782--4783},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542602},
doi = {10.1145/3534678.3542602},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DingZTC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarACNNFM22,
author = {Senthil Kumar and
Leman Akoglu and
Nitesh V. Chawla and
Saurabh Nagrecha and
Vidyut M. Naware and
Tanveer A. Faruquie and
Hays McCormick},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{KDD} Workshop on Machine Learning in Finance},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4882--4883},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542908},
doi = {10.1145/3534678.3542908},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KumarACNNFM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/Dong0G0C22,
author = {Kaiwen Dong and
Yijun Tian and
Zhichun Guo and
Yang Yang and
Nitesh V. Chawla},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {FakeEdge: Alleviate Dataset Shift in Link Prediction},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {56},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/dong22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/log/Dong0G0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/re/IslamMGCC22,
author = {Md Nafee Al Islam and
Yihong Ma and
Pedro Alarcon Granadeno and
Nitesh V. Chawla and
Jane Cleland{-}Huang},
title = {{RESAM:} Requirements Elicitation and Specification for Deep-Learning
Anomaly Models with Applications to {UAV} Flight Controllers},
booktitle = {30th {IEEE} International Requirements Engineering Conference, {RE}
2022, Melbourne, Australia, August 15-19, 2022},
pages = {153--165},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/RE54965.2022.00020},
doi = {10.1109/RE54965.2022.00020},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/re/IslamMGCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/DingLCL22,
author = {Kaize Ding and
Jundong Li and
Nitesh V. Chawla and
Huan Liu},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Graph Minimally-supervised Learning},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {1620--1622},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3501390},
doi = {10.1145/3488560.3501390},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/DingLCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icbk/2022,
editor = {Peipei Li and
Kui Yu and
Nitesh V. Chawla and
Ronen Feldman and
Qing Li and
Xindong Wu},
title = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2022, Orlando,
FL, USA, November 30 - Dec. 1, 2022},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICKG55886.2022},
doi = {10.1109/ICKG55886.2022},
isbn = {978-1-6654-5101-7},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbk/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04292,
author = {Steven J. Krieg and
Christian W. Smith and
Rusha Chatterjee and
Nitesh V. Chawla},
title = {Predicting Terrorist Attacks in the United States using Localized
News Data},
journal = {CoRR},
volume = {abs/2201.04292},
year = {2022},
url = {https://arxiv.org/abs/2201.04292},
eprinttype = {arXiv},
eprint = {2201.04292},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09308,
author = {Chuxu Zhang and
Kaize Ding and
Jundong Li and
Xiangliang Zhang and
Yanfang Ye and
Nitesh V. Chawla and
Huan Liu},
title = {Few-Shot Learning on Graphs: {A} Survey},
journal = {CoRR},
volume = {abs/2203.09308},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.09308},
doi = {10.48550/ARXIV.2203.09308},
eprinttype = {arXiv},
eprint = {2203.09308},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-09308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12671,
author = {Zhichun Guo and
Jun Tao and
Siming Chen and
Nitesh V. Chawla and
Chaoli Wang},
title = {{SD2:} Slicing and Dicing Scholarly Data for Interactive Evaluation
of Academic Performance},
journal = {CoRR},
volume = {abs/2203.12671},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12671},
doi = {10.48550/ARXIV.2203.12671},
eprinttype = {arXiv},
eprint = {2203.12671},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12396,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Yihong Ma and
Ronald A. Metoyer and
Nitesh V. Chawla},
title = {Recipe2Vec: Multi-modal Recipe Representation Learning with Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2205.12396},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12396},
doi = {10.48550/ARXIV.2205.12396},
eprinttype = {arXiv},
eprint = {2205.12396},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13988,
author = {Steven J. Krieg and
William C. Burgis and
Patrick M. Soga and
Nitesh V. Chawla},
title = {Deep Ensembles for Graphs with Higher-order Dependencies},
journal = {CoRR},
volume = {abs/2205.13988},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13988},
doi = {10.48550/ARXIV.2205.13988},
eprinttype = {arXiv},
eprint = {2205.13988},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14005,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Chao Huang and
Ronald A. Metoyer and
Nitesh V. Chawla},
title = {RecipeRec: {A} Heterogeneous Graph Learning Model for Recipe Recommendation},
journal = {CoRR},
volume = {abs/2205.14005},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14005},
doi = {10.48550/ARXIV.2205.14005},
eprinttype = {arXiv},
eprint = {2205.14005},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04869,
author = {Zhichun Guo and
Bozhao Nan and
Yijun Tian and
Olaf Wiest and
Chuxu Zhang and
Nitesh V. Chawla},
title = {Graph-based Molecular Representation Learning},
journal = {CoRR},
volume = {abs/2207.04869},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04869},
doi = {10.48550/ARXIV.2207.04869},
eprinttype = {arXiv},
eprint = {2207.04869},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06080,
author = {Damien Dablain and
Colin Bellinger and
Bartosz Krawczyk and
Nitesh V. Chawla},
title = {Efficient Augmentation for Imbalanced Deep Learning},
journal = {CoRR},
volume = {abs/2207.06080},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06080},
doi = {10.48550/ARXIV.2207.06080},
eprinttype = {arXiv},
eprint = {2207.06080},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06084,
author = {Damien Dablain and
Bartosz Krawczyk and
Nitesh V. Chawla},
title = {Towards {A} Holistic View of Bias in Machine Learning: Bridging Algorithmic
Fairness and Imbalanced Learning},
journal = {CoRR},
volume = {abs/2207.06084},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06084},
doi = {10.48550/ARXIV.2207.06084},
eprinttype = {arXiv},
eprint = {2207.06084},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08857,
author = {Md Nafee Al Islam and
Yihong Ma and
Pedro Alarcon Granadeno and
Nitesh V. Chawla and
Jane Cleland{-}Huang},
title = {{RESAM:} Requirements Elicitation and Specification for Deep-Learning
Anomaly Models with Applications to {UAV} Flight Controllers},
journal = {CoRR},
volume = {abs/2207.08857},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08857},
doi = {10.48550/ARXIV.2207.08857},
eprinttype = {arXiv},
eprint = {2207.08857},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09957,
author = {Yijun Tian and
Kaiwen Dong and
Chunhui Zhang and
Chuxu Zhang and
Nitesh V. Chawla},
title = {Heterogeneous Graph Masked Autoencoders},
journal = {CoRR},
volume = {abs/2208.09957},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09957},
doi = {10.48550/ARXIV.2208.09957},
eprinttype = {arXiv},
eprint = {2208.09957},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10010,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Xiangliang Zhang and
Nitesh V. Chawla},
title = {{NOSMOG:} Learning Noise-robust and Structure-aware MLPs on Graphs},
journal = {CoRR},
volume = {abs/2208.10010},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10010},
doi = {10.48550/ARXIV.2208.10010},
eprinttype = {arXiv},
eprint = {2208.10010},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05801,
author = {Zhichun Guo and
William Shiao and
Shichang Zhang and
Yozen Liu and
Nitesh V. Chawla and
Neil Shah and
Tong Zhao},
title = {Linkless Link Prediction via Relational Distillation},
journal = {CoRR},
volume = {abs/2210.05801},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05801},
doi = {10.48550/ARXIV.2210.05801},
eprinttype = {arXiv},
eprint = {2210.05801},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05920,
author = {Zhichun Guo and
Chunhui Zhang and
Yujie Fan and
Yijun Tian and
Chuxu Zhang and
Nitesh V. Chawla},
title = {Boosting Graph Neural Networks via Adaptive Knowledge Distillation},
journal = {CoRR},
volume = {abs/2210.05920},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05920},
doi = {10.48550/ARXIV.2210.05920},
eprinttype = {arXiv},
eprint = {2210.05920},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09465,
author = {Damien Dablain and
Kristen N. Jacobson and
Colin Bellinger and
Mark Roberts and
Nitesh V. Chawla},
title = {Understanding {CNN} Fragility When Learning With Imbalanced Data},
journal = {CoRR},
volume = {abs/2210.09465},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09465},
doi = {10.48550/ARXIV.2210.09465},
eprinttype = {arXiv},
eprint = {2210.09465},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15899,
author = {Kaiwen Dong and
Yijun Tian and
Zhichun Guo and
Yang Yang and
Nitesh V. Chawla},
title = {FakeEdge: Alleviate Dataset Shift in Link Prediction},
journal = {CoRR},
volume = {abs/2211.15899},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15899},
doi = {10.48550/ARXIV.2211.15899},
eprinttype = {arXiv},
eprint = {2211.15899},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-00484,
author = {T{\^{a}}nia Carvalho and
Nuno Moniz and
Pedro Faria and
Lu{\'{\i}}s Antunes and
Nitesh V. Chawla},
title = {Privacy-Preserving Data Synthetisation for Secure Information Sharing},
journal = {CoRR},
volume = {abs/2212.00484},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.00484},
doi = {10.48550/ARXIV.2212.00484},
eprinttype = {arXiv},
eprint = {2212.00484},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-00484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-07743,
author = {Damien A. Dablain and
Colin Bellinger and
Bartosz Krawczyk and
David W. Aha and
Nitesh V. Chawla},
title = {Interpretable {ML} for Imbalanced Data},
journal = {CoRR},
volume = {abs/2212.07743},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07743},
doi = {10.48550/ARXIV.2212.07743},
eprinttype = {arXiv},
eprint = {2212.07743},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/Robles-GrandaLW21,
author = {Pablo Robles{-}Granda and
Suwen Lin and
Xian Wu and
Gonzalo J. Mart{\'{\i}}nez and
Stephen M. Mattingly and
Edward Moskal and
Aaron Striegel and
Nitesh V. Chawla and
Sidney D'Mello and
Julie M. Gregg and
Kari Nies and
Gloria Mark and
Ted Grover and
Andrew T. Campbell and
Shayan Mirjafari and
Koustuv Saha and
Munmun De Choudhury and
Anind K. Dey},
title = {Jointly Predicting Job Performance, Personality, Cognitive Ability,
Affect, and Well-Being},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {16},
number = {2},
pages = {46--61},
year = {2021},
url = {https://doi.org/10.1109/MCI.2021.3061877},
doi = {10.1109/MCI.2021.3061877},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/Robles-GrandaLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dgov/KriegSMSC21,
author = {Steven J. Krieg and
Jennifer J. Schnur and
Jermaine D. Marshall and
Matthew M. Schoenbauer and
Nitesh V. Chawla},
title = {Pandemic Pulse: Unraveling and Modeling Social Signals During the
{COVID-19} Pandemic},
journal = {Digit. Gov. Res. Pract.},
volume = {2},
number = {2},
pages = {19:1--19:9},
year = {2021},
url = {https://doi.org/10.1145/3431805},
doi = {10.1145/3431805},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dgov/KriegSMSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SyedW0CJSC21,
author = {Munira Syed and
Daheng Wang and
Meng Jiang and
Oliver Conway and
Vishal Juneja and
Sriram Subramanian and
Nitesh V. Chawla},
title = {Unified Representation of Twitter and Online News Using Graph and
Entities},
journal = {Frontiers Big Data},
volume = {4},
pages = {699070},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.699070},
doi = {10.3389/FDATA.2021.699070},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SyedW0CJSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TianZMC21,
author = {Yijun Tian and
Chuxu Zhang and
Ronald A. Metoyer and
Nitesh V. Chawla},
title = {Recipe Recommendation With Hierarchical Graph Attention Network},
journal = {Frontiers Big Data},
volume = {4},
pages = {778417},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.778417},
doi = {10.3389/FDATA.2021.778417},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/TianZMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdgth/FaustFLMDC21,
author = {Louis Faust and
Keith Feldman and
Suwen Lin and
Stephen M. Mattingly and
Sidney D'Mello and
Nitesh V. Chawla},
title = {Examining Response to Negative Life Events Through Fitness Tracker
Data},
journal = {Frontiers Digit. Health},
volume = {3},
pages = {659088},
year = {2021},
url = {https://doi.org/10.3389/fdgth.2021.659088},
doi = {10.3389/FDGTH.2021.659088},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdgth/FaustFLMDC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pervasive/MirjafariBNMSOA21,
author = {Shayan Mirjafari and
Hessam Bagherinezhad and
Subigya Nepal and
Gonzalo J. Mart{\'{\i}}nez and
Koustuv Saha and
Mikio Obuchi and
Pino G. Audia and
Nitesh V. Chawla and
Anind K. Dey and
Aaron Striegel and
Andrew T. Campbell},
title = {Predicting Job Performance Using Mobile Sensing},
journal = {{IEEE} Pervasive Comput.},
volume = {20},
number = {4},
pages = {43--51},
year = {2021},
url = {https://doi.org/10.1109/MPRV.2021.3118570},
doi = {10.1109/MPRV.2021.3118570},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pervasive/MirjafariBNMSOA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/JiangZZQLCJ21,
author = {Tianwen Jiang and
Qingkai Zeng and
Tong Zhao and
Bing Qin and
Ting Liu and
Nitesh V. Chawla and
Meng Jiang},
title = {Biomedical Knowledge Graphs Construction From Conditional Statements},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {18},
number = {3},
pages = {823--835},
year = {2021},
url = {https://doi.org/10.1109/TCBB.2020.2979959},
doi = {10.1109/TCBB.2020.2979959},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/JiangZZQLCJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WangZCJ21,
author = {Daheng Wang and
Qingkai Zeng and
Nitesh V. Chawla and
Meng Jiang},
title = {Modeling Complementarity in Behavior Data with Multi-Type Itemset
Embedding},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {12},
number = {4},
pages = {42:1--42:25},
year = {2021},
url = {https://doi.org/10.1145/3458724},
doi = {10.1145/3458724},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/WangZCJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhangYYHSCJC21,
author = {Chuxu Zhang and
Huaxiu Yao and
Lu Yu and
Chao Huang and
Dongjin Song and
Haifeng Chen and
Meng Jiang and
Nitesh V. Chawla},
title = {Inductive Contextual Relation Learning for Personalization},
journal = {{ACM} Trans. Inf. Syst.},
volume = {39},
number = {3},
pages = {35:1--35:22},
year = {2021},
url = {https://doi.org/10.1145/3450353},
doi = {10.1145/3450353},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ZhangYYHSCJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TianZMC21,
author = {Yijun Tian and
Chuxu Zhang and
Ronald A. Metoyer and
Nitesh V. Chawla},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Recipe Representation Learning with Networks},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {1824--1833},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482468},
doi = {10.1145/3459637.3482468},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/TianZMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LinWC21,
author = {Suwen Lin and
Xian Wu and
Nitesh V. Chawla},
title = {motif2vec: Semantic-aware Representation Learning for Wearables' Time
Series Data},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564120},
doi = {10.1109/DSAA53316.2021.9564120},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LinWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/ChaudhryDMC21,
author = {Beenish M. Chaudhry and
Dipanwita Dasgupta and
Mona A. Mohamed and
Nitesh V. Chawla},
editor = {Constantine Stephanidis and
Don Harris and
Wen{-}Chin Li and
Dylan D. Schmorrow and
Cali M. Fidopiastis and
Margherita Antona and
Qin Gao and
Jia Zhou and
Panayiotis Zaphiris and
Andri Ioannou and
Robert A. Sottilare and
Jessica Schwarz and
Matthias Rauterberg},
title = {Teaching Tablet Technology to Older Adults},
booktitle = {{HCI} International 2021 - Late Breaking Papers: Cognition, Inclusion,
Learning, and Culture - 23rd {HCI} International Conference, {HCII}
2021, Virtual Event, July 24-29, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13096},
pages = {168--182},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-90328-2\_11},
doi = {10.1007/978-3-030-90328-2\_11},
timestamp = {Wed, 03 Aug 2022 17:00:24 +0200},
biburl = {https://dblp.org/rec/conf/hci/ChaudhryDMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/DasguptaCC21,
author = {Dipanwita Dasgupta and
Beenish M. Chaudhry and
Nitesh V. Chawla},
editor = {Constantine Stephanidis and
Don Harris and
Wen{-}Chin Li and
Dylan D. Schmorrow and
Cali M. Fidopiastis and
Margherita Antona and
Qin Gao and
Jia Zhou and
Panayiotis Zaphiris and
Andri Ioannou and
Robert A. Sottilare and
Jessica Schwarz and
Matthias Rauterberg},
title = {A Qualitative Usability Evaluation of Tablets and Accessibility Settings
by Older Adults},
booktitle = {{HCI} International 2021 - Late Breaking Papers: Cognition, Inclusion,
Learning, and Culture - 23rd {HCI} International Conference, {HCII}
2021, Virtual Event, July 24-29, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13096},
pages = {183--204},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-90328-2\_12},
doi = {10.1007/978-3-030-90328-2\_12},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hci/DasguptaCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wang0C021,
author = {Daheng Wang and
Tong Zhao and
Nitesh V. Chawla and
Meng Jiang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Dynamic Attributed Graph Prediction with Conditional Normalizing Flows},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1385--1390},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00176},
doi = {10.1109/ICDM51629.2021.00176},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Wang0C021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarACRFN21,
author = {Senthil Kumar and
Leman Akoglu and
Nitesh V. Chawla and
Jos{\'{e}} A. Rodr{\'{\i}}guez{-}Serrano and
Tanveer A. Faruquie and
Saurabh Nagrecha},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Machine Learning in Finance},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4139--4140},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469456},
doi = {10.1145/3447548.3469456},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KumarACRFN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/LinFC21,
author = {Suwen Lin and
Louis Faust and
Nitesh V. Chawla},
title = {Lan: Learning to Augment Noise Tolerance for Self-report Survey Labels},
booktitle = {19th {IEEE} International Conference on Pervasive Computing and Communications,
PerCom 2021, Kassel, Germany, March 22-26, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/PERCOM50583.2021.9439109},
doi = {10.1109/PERCOM50583.2021.9439109},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/percom/LinFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongLXCC21,
author = {Kaiwen Dong and
Kai Lu and
Xin Xia and
David A. Cieslak and
Nitesh V. Chawla},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {An Optimized {NL2SQL} System for Enterprise Data Mart},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {335--350},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_21},
doi = {10.1007/978-3-030-86517-7\_21},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DongLXCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GuoZYHW0C21,
author = {Zhichun Guo and
Chuxu Zhang and
Wenhao Yu and
John Herr and
Olaf Wiest and
Meng Jiang and
Nitesh V. Chawla},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Few-Shot Graph Learning for Molecular Property Prediction},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2559--2567},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450112},
doi = {10.1145/3442381.3450112},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/GuoZYHW0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07916,
author = {Zhichun Guo and
Chuxu Zhang and
Wenhao Yu and
John Herr and
Olaf Wiest and
Meng Jiang and
Nitesh V. Chawla},
title = {Few-Shot Graph Learning for Molecular Property Prediction},
journal = {CoRR},
volume = {abs/2102.07916},
year = {2021},
url = {https://arxiv.org/abs/2102.07916},
eprinttype = {arXiv},
eprint = {2102.07916},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-02340,
author = {Damien Dablain and
Bartosz Krawczyk and
Nitesh V. Chawla},
title = {DeepSMOTE: Fusing Deep Learning and {SMOTE} for Imbalanced Data},
journal = {CoRR},
volume = {abs/2105.02340},
year = {2021},
url = {https://arxiv.org/abs/2105.02340},
eprinttype = {arXiv},
eprint = {2105.02340},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-02340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02466,
author = {Piotr Bielak and
Tomasz Kajdanowicz and
Nitesh V. Chawla},
title = {Graph Barlow Twins: {A} self-supervised representation learning framework
for graphs},
journal = {CoRR},
volume = {abs/2106.02466},
year = {2021},
url = {https://arxiv.org/abs/2106.02466},
eprinttype = {arXiv},
eprint = {2106.02466},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KunduKKC20,
author = {Suman Kundu and
Tomasz Kajdanowicz and
Przemyslaw Kazienko and
Nitesh V. Chawla},
title = {Fuzzy Relative Willingness: Modeling Influence of Exogenous Factors
in Driving Information Propagation Through a Social Network},
journal = {{IEEE} Access},
volume = {8},
pages = {186653--186662},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3029657},
doi = {10.1109/ACCESS.2020.3029657},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KunduKKC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/SaebiCKC20,
author = {Mandana Saebi and
Giovanni Luca Ciampaglia and
Lance M. Kaplan and
Nitesh V. Chawla},
title = {{HONEM:} Learning Embedding for Higher Order Networks},
journal = {Big Data},
volume = {8},
number = {4},
pages = {255--269},
year = {2020},
url = {https://doi.org/10.1089/big.2019.0169},
doi = {10.1089/BIG.2019.0169},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/SaebiCKC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/epjds/SaebiXKRC20,
author = {Mandana Saebi and
Jian Xu and
Lance M. Kaplan and
Bruno Ribeiro and
Nitesh V. Chawla},
title = {Efficient modeling of higher-order dependencies in networks: from
algorithm to application for anomaly detection},
journal = {{EPJ} Data Sci.},
volume = {9},
number = {1},
pages = {15},
year = {2020},
url = {https://doi.org/10.1140/epjds/s13688-020-00233-y},
doi = {10.1140/EPJDS/S13688-020-00233-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/epjds/SaebiXKRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/FaustFMHC20,
author = {Louis Faust and
Keith Feldman and
Stephen M. Mattingly and
David Hachen and
Nitesh V. Chawla},
title = {Deviations from normal bedtimes are associated with short-term increases
in resting heart rate},
journal = {npj Digit. Medicine},
volume = {3},
year = {2020},
url = {https://doi.org/10.1038/s41746-020-0250-6},
doi = {10.1038/S41746-020-0250-6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/FaustFMHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/HuangWC20,
author = {Chao Huang and
Dong Wang and
Nitesh V. Chawla},
title = {Scalable Uncertainty-Aware Truth Discovery in Big Data Social Sensing
Applications for Cyber-Physical Systems},
journal = {{IEEE} Trans. Big Data},
volume = {6},
number = {4},
pages = {702--713},
year = {2020},
url = {https://doi.org/10.1109/TBDATA.2017.2669308},
doi = {10.1109/TBDATA.2017.2669308},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/HuangWC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangYHJLC20,
author = {Chuxu Zhang and
Huaxiu Yao and
Chao Huang and
Meng Jiang and
Zhenhui Li and
Nitesh V. Chawla},
title = {Few-Shot Knowledge Graph Completion},
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 = {3041--3048},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i03.5698},
doi = {10.1609/AAAI.V34I03.5698},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangYHJLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YaoZWJWHCL20,
author = {Huaxiu Yao and
Chuxu Zhang and
Ying Wei and
Meng Jiang and
Suhang Wang and
Junzhou Huang and
Nitesh V. Chawla and
Zhenhui Li},
title = {Graph Few-Shot Learning via Knowledge Transfer},
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 = {6656--6663},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6142},
doi = {10.1609/AAAI.V34I04.6142},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YaoZWJWHCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Tang0XPWC20,
author = {Pingjie Tang and
Meng Jiang and
Bryan (Ning) Xia and
Jed W. Pitera and
Jeffrey Welser and
Nitesh V. Chawla},
title = {Multi-Label Patent Categorization with Non-Local Attention-Based Graph
Convolutional Network},
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 = {9024--9031},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6435},
doi = {10.1609/AAAI.V34I05.6435},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Tang0XPWC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/SyedW0CJSC20,
author = {Munira Syed and
Daheng Wang and
Meng Jiang and
Oliver Conway and
Vishal Juneja and
Sriram Subramanian and
Nitesh V. Chawla},
editor = {Martin Atzm{\"{u}}ller and
Michele Coscia and
Rokia Missaoui},
title = {Overcoming Data Sparsity in Predicting User Characteristics from Behavior
through Graph Embeddings},
booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2020, The Hague, Netherlands, December
7-10, 2020},
pages = {32--36},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ASONAM49781.2020.9381444},
doi = {10.1109/ASONAM49781.2020.9381444},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/SyedW0CJSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/SchnurKG0C20,
author = {Jennifer J. Schnur and
Ryan Karl and
Ang{\'{e}}lica Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Meng Jiang and
Nitesh V. Chawla},
editor = {Taesung Park and
Young{-}Rae Cho and
Xiaohua Hu and
Illhoi Yoo and
Hyun Goo Woo and
Jianxin Wang and
Julio C. Facelli and
Seungyoon Nam and
Mingon Kang},
title = {Imputing Growth Snapshot Similarity in Early Childhood Development:
{A} Tensor Decomposition Approach},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2020, Virtual Event, South Korea, December 16-19, 2020},
pages = {729--734},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BIBM49941.2020.9313188},
doi = {10.1109/BIBM49941.2020.9313188},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/SchnurKG0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LinFDMC20,
author = {Suwen Lin and
Louis Faust and
Sidney D'Mello and
Gonzalo J. Mart{\'{\i}}nez and
Nitesh V. Chawla},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {MBead: Semi-supervised Multilabel Behaviour Anomaly Detection on Multivariate
Temporal Sensory Data},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {1089--1096},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378327},
doi = {10.1109/BIGDATA50022.2020.9378327},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LinFDMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GuoYZ0C20,
author = {Zhichun Guo and
Wenhao Yu and
Chuxu Zhang and
Meng Jiang and
Nitesh V. Chawla},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {GraSeq: Graph and Sequence Fusion Learning for Molecular Property
Prediction},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {435--443},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411981},
doi = {10.1145/3340531.3411981},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GuoYZ0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuMM0C20,
author = {Xian Wu and
Stephen M. Mattingly and
Shayan Mirjafari and
Chao Huang and
Nitesh V. Chawla},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Personalized Imputation on Wearable-Sensory Time Series via Knowledge
Transfer},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {1625--1634},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411879},
doi = {10.1145/3340531.3411879},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WuMM0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/KriegKC20,
author = {Steven J. Krieg and
Peter M. Kogge and
Nitesh V. Chawla},
editor = {Rosa M. Benito and
Chantal Cherifi and
Hocine Cherifi and
Esteban Moro and
Luis Mateus Rocha and
Marta Sales{-}Pardo},
title = {GrowHON: {A} Scalable Algorithm for Growing Higher-order Networks
of Sequences},
booktitle = {Complex Networks {\&} Their Applications {IX} - Volume 2, Proceedings
of the Ninth International Conference on Complex Networks and Their
Applications, {COMPLEX} {NETWORKS} 2020, 1-3 December 2020, Madrid,
Spain},
series = {Studies in Computational Intelligence},
volume = {944},
pages = {485--496},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65351-4\_39},
doi = {10.1007/978-3-030-65351-4\_39},
timestamp = {Sun, 02 Oct 2022 15:57:51 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/KriegKC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Zhang0S0C20,
author = {Chuxu Zhang and
Lu Yu and
Mandana Saebi and
Meng Jiang and
Nitesh V. Chawla},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {580--585},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.51},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.51},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/Zhang0S0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/Jimenez-Pazmino20,
author = {Priscilla Jim{\'{e}}nez{-}Pazmino and
Trenton Ford and
Ronald A. Metoyer and
Nitesh V. Chawla},
title = {Identifying Bridge Users: the Knowledge Transfer Agents in Enterprise
Collaboration Systems},
booktitle = {53rd Hawaii International Conference on System Sciences, {HICSS} 2020,
Maui, Hawaii, USA, January 7-10, 2020},
pages = {1--10},
publisher = {ScholarSpace},
year = {2020},
url = {https://hdl.handle.net/10125/63799},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/Jimenez-Pazmino20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/KriegRPC20,
author = {Steven J. Krieg and
Daniel H. Robertson and
Meeta P. Pradhan and
Nitesh V. Chawla},
title = {Higher-order Networks of Diabetes Comorbidities: Disease Trajectories
that Matter},
booktitle = {8th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2020, Oldenburg, Germany, November 30 - December 3, 2020},
pages = {1--11},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICHI48887.2020.9374390},
doi = {10.1109/ICHI48887.2020.9374390},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ichi/KriegRPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Wang0SCJSC20,
author = {Daheng Wang and
Meng Jiang and
Munira Syed and
Oliver Conway and
Vishal Juneja and
Sriram Subramanian and
Nitesh V. Chawla},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Calendar Graph Neural Networks for Modeling Time Structures in Spatiotemporal
User Behaviors},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2581--2589},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403308},
doi = {10.1145/3394486.3403308},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Wang0SCJSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Eliassi-RadCCGS20,
author = {Tina Eliassi{-}Rad and
Nitesh V. Chawla and
Vittoria Colizza and
Lauren Gardner and
Marcel Salath{\'{e}} and
Samuel V. Scarpino and
Joseph T. Wu},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Fighting a Pandemic: Convergence of Expertise, Data Science and Policy},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3493--3494},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3409586},
doi = {10.1145/3394486.3409586},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Eliassi-RadCCGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Zhang0ZYC20,
author = {Chuxu Zhang and
Meng Jiang and
Xiangliang Zhang and
Yanfang Ye and
Nitesh V. Chawla},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Multi-modal Network Representation Learning},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3557--3558},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3406475},
doi = {10.1145/3394486.3406475},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Zhang0ZYC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LinWMC20,
author = {Suwen Lin and
Xian Wu and
Gonzalo J. Mart{\'{\i}}nez and
Nitesh V. Chawla},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Filling Missing Values on Wearable-Sensory Time Series Data},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {46--54},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.6},
doi = {10.1137/1.9781611976236.6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LinWMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vissym/SukumarMGMDCMS20,
author = {Poorna Talkad Sukumar and
Gonzalo J. Mart{\'{\i}}nez and
Ted Grover and
Gloria Mark and
Sidney K. D'Mello and
Nitesh V. Chawla and
Stephen M. Mattingly and
Aaron D. Striegel},
editor = {Andreas Kerren and
Christoph Garth and
G. Elisabeta Marai},
title = {Characterizing Exploratory Behaviors on a Personal Visualization Interface
Using Interaction Logs},
booktitle = {22nd Eurographics Conference on Visualization, EuroVis 2020 - Short
Papers, Norrk{\"{o}}ping, Sweden, May 25-29, 2020 [online only]},
pages = {79--83},
publisher = {Eurographics Association},
year = {2020},
url = {https://doi.org/10.2312/evs.20201052},
doi = {10.2312/EVS.20201052},
timestamp = {Thu, 18 Jun 2020 15:00:04 +0200},
biburl = {https://dblp.org/rec/conf/vissym/SukumarMGMDCMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WuCKLYC20,
author = {Xian Wu and
Suleyman Cetintas and
Deguang Kong and
Miao Lu and
Jian Yang and
Nitesh V. Chawla},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Learning from Cross-Modal Behavior Dynamics with Graph-Regularized
Neural Contextual Bandit},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {995--1005},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380178},
doi = {10.1145/3366423.3380178},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WuCKLYC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WuHZC20,
author = {Xian Wu and
Chao Huang and
Chuxu Zhang and
Nitesh V. Chawla},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Hierarchically Structured Transformer Networks for Fine-Grained Spatial
Event Forecasting},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2320--2330},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380296},
doi = {10.1145/3366423.3380296},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WuHZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2020,
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
publisher = {{SIAM}},
year = {2020},
note = {The conference was canceled because of the coronavirus pandemic, the
reviewed papers are published in this volume.},
url = {https://doi.org/10.1137/1.9781611976236},
doi = {10.1137/1.9781611976236},
isbn = {978-1-61197-623-6},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03595,
author = {Xian Wu and
Chao Huang and
Pablo Robles{-}Granda and
Nitesh V. Chawla},
title = {Representation Learning on Variable Length and Incomplete Wearable-Sensory
Time Series},
journal = {CoRR},
volume = {abs/2002.03595},
year = {2020},
url = {https://arxiv.org/abs/2002.03595},
eprinttype = {arXiv},
eprint = {2002.03595},
timestamp = {Thu, 13 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06050,
author = {Mandana Saebi and
Steven J. Krieg and
Chuxu Zhang and
Meng Jiang and
Nitesh V. Chawla},
title = {Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2003.06050},
year = {2020},
url = {https://arxiv.org/abs/2003.06050},
eprinttype = {arXiv},
eprint = {2003.06050},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05983,
author = {Steven J. Krieg and
Jennifer J. Schnur and
Jermaine D. Marshall and
Matthew M. Schoenbauer and
Nitesh V. Chawla},
title = {Pandemic Pulse: Unraveling and Modeling Social Signals during the
{COVID-19} Pandemic},
journal = {CoRR},
volume = {abs/2006.05983},
year = {2020},
url = {https://arxiv.org/abs/2006.05983},
eprinttype = {arXiv},
eprint = {2006.05983},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06820,
author = {Daheng Wang and
Meng Jiang and
Munira Syed and
Oliver Conway and
Vishal Juneja and
Sriram Subramanian and
Nitesh V. Chawla},
title = {Calendar Graph Neural Networks for Modeling Time Structures in Spatiotemporal
User Behaviors},
journal = {CoRR},
volume = {abs/2006.06820},
year = {2020},
url = {https://arxiv.org/abs/2006.06820},
eprinttype = {arXiv},
eprint = {2006.06820},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08364,
author = {Pablo Robles{-}Granda and
Suwen Lin and
Xian Wu and
Sidney D'Mello and
Gonzalo J. Mart{\'{\i}}nez and
Koustuv Saha and
Kari Nies and
Gloria Mark and
Andrew T. Campbell and
Munmun De Choudhury and
Anind K. Dey and
Julie M. Gregg and
Ted Grover and
Stephen M. Mattingly and
Shayan Mirjafari and
Edward Moskal and
Aaron Striegel and
Nitesh V. Chawla},
title = {Jointly Predicting Job Performance, Personality, Cognitive Ability,
Affect, and Well-Being},
journal = {CoRR},
volume = {abs/2006.08364},
year = {2020},
url = {https://arxiv.org/abs/2006.08364},
eprinttype = {arXiv},
eprint = {2006.08364},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09610,
author = {Tianwen Jiang and
Tong Zhao and
Bing Qin and
Ting Liu and
Nitesh V. Chawla and
Meng Jiang},
title = {Canonicalizing Open Knowledge Bases with Multi-Layered Meta-Graph
Neural Network},
journal = {CoRR},
volume = {abs/2006.09610},
year = {2020},
url = {https://arxiv.org/abs/2006.09610},
eprinttype = {arXiv},
eprint = {2006.09610},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13004,
author = {Daheng Wang and
Zhihan Zhang and
Yihong Ma and
Tong Zhao and
Tianwen Jiang and
Nitesh V. Chawla and
Meng Jiang},
title = {Learning Attribute-Structure Co-Evolutions in Dynamic Graphs},
journal = {CoRR},
volume = {abs/2007.13004},
year = {2020},
url = {https://arxiv.org/abs/2007.13004},
eprinttype = {arXiv},
eprint = {2007.13004},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-13004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14727,
author = {Piotr Bielak and
Tomasz Kajdanowicz and
Nitesh V. Chawla},
title = {AttrE2vec: Unsupervised Attributed Edge Representation Learning},
journal = {CoRR},
volume = {abs/2012.14727},
year = {2020},
url = {https://arxiv.org/abs/2012.14727},
eprinttype = {arXiv},
eprint = {2012.14727},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14727.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/connection/WangMCY19,
author = {Shuo Wang and
Leandro L. Minku and
Nitesh V. Chawla and
Xin Yao},
title = {Learning from data streams and class imbalance},
journal = {Connect. Sci.},
volume = {31},
number = {2},
pages = {103--104},
year = {2019},
url = {https://doi.org/10.1080/09540091.2019.1572975},
doi = {10.1080/09540091.2019.1572975},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/connection/WangMCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangMCY19,
author = {Shuo Wang and
Leandro L. Minku and
Nitesh V. Chawla and
Xin Yao},
title = {Learning in the presence of class imbalance and concept drift},
journal = {Neurocomputing},
volume = {343},
pages = {1--2},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.01.080},
doi = {10.1016/J.NEUCOM.2019.01.080},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangMCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/MirjafariMGWACC19,
author = {Shayan Mirjafari and
Kizito Masaba and
Ted Grover and
Weichen Wang and
Pino G. Audia and
Andrew T. Campbell and
Nitesh V. Chawla and
Vedant Das Swain and
Munmun De Choudhury and
Anind K. Dey and
Sidney K. D'Mello and
Ge Gao and
Julie M. Gregg and
Krithika Jagannath and
Kaifeng Jiang and
Suwen Lin and
Qiang Liu and
Gloria Mark and
Gonzalo J. Mart{\'{\i}}nez and
Stephen M. Mattingly and
Edward Moskal and
Raghu Mulukutla and
Subigya Nepal and
Kari Nies and
Manikanta D. Reddy and
Pablo Robles{-}Granda and
Koustuv Saha and
Anusha Sirigiri and
Aaron Striegel},
title = {Differentiating Higher and Lower Job Performers in the Workplace Using
Mobile Sensing},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {3},
number = {2},
pages = {37:1--37:24},
year = {2019},
url = {https://doi.org/10.1145/3328908},
doi = {10.1145/3328908},
timestamp = {Wed, 04 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imwut/MirjafariMGWACC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/SwainSRSGLMMMMN19,
author = {Vedant Das Swain and
Koustuv Saha and
Hemang Rajvanshy and
Anusha Sirigiri and
Julie M. Gregg and
Suwen Lin and
Gonzalo J. Mart{\'{\i}}nez and
Stephen M. Mattingly and
Shayan Mirjafari and
Raghu Mulukutla and
Subigya Nepal and
Kari Nies and
Manikanta D. Reddy and
Pablo Robles{-}Granda and
Andrew T. Campbell and
Nitesh V. Chawla and
Sidney D'Mello and
Anind K. Dey and
Kaifeng Jiang and
Qiang Liu and
Gloria Mark and
Edward Moskal and
Aaron Striegel and
Louis Tay and
Gregory D. Abowd and
Munmun De Choudhury},
title = {A Multisensor Person-Centered Approach to Understand the Role of Daily
Activities in Job Performance with Organizational Personas},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {3},
number = {4},
pages = {130:1--130:27},
year = {2019},
url = {https://doi.org/10.1145/3369828},
doi = {10.1145/3369828},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imwut/SwainSRSGLMMMMN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/NigamJWC19,
author = {Aastha Nigam and
Reid A. Johnson and
Dong Wang and
Nitesh V. Chawla},
title = {Characterizing online health and wellness information consumption:
{A} study},
journal = {Inf. Fusion},
volume = {46},
pages = {33--43},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2018.04.005},
doi = {10.1016/J.INFFUS.2018.04.005},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/NigamJWC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiJCZ19,
author = {Shao{-}Yuan Li and
Yuan Jiang and
Nitesh V. Chawla and
Zhi{-}Hua Zhou},
title = {Multi-Label Learning from Crowds},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {7},
pages = {1369--1382},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2857766},
doi = {10.1109/TKDE.2018.2857766},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiJCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/TaoIWCGSK19,
author = {Jun Tao and
Martin Imre and
Chaoli Wang and
Nitesh V. Chawla and
Hanqi Guo and
Gokhan Sever and
Seung Hyun Kim},
title = {Exploring Time-Varying Multivariate Volume Data Using Matrix of Isosurface
Similarity Maps},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {25},
number = {1},
pages = {1236--1245},
year = {2019},
url = {https://doi.org/10.1109/TVCG.2018.2864808},
doi = {10.1109/TVCG.2018.2864808},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/TaoIWCGSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcloud/NwangangaC19,
author = {Frederick Nwanganga and
Nitesh V. Chawla},
editor = {Elisa Bertino and
Carl K. Chang and
Peter Chen and
Ernesto Damiani and
Michael Goul and
Katsunori Oyama},
title = {Using Structural Similarity to Predict Future Workload Behavior in
the Cloud},
booktitle = {12th {IEEE} International Conference on Cloud Computing, {CLOUD} 2019,
Milan, Italy, July 8-13, 2019},
pages = {132--136},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CLOUD.2019.00032},
doi = {10.1109/CLOUD.2019.00032},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEcloud/NwangangaC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangSCFLCNZCC19,
author = {Chuxu Zhang and
Dongjin Song and
Yuncong Chen and
Xinyang Feng and
Cristian Lumezanu and
Wei Cheng and
Jingchao Ni and
Bo Zong and
Haifeng Chen and
Nitesh V. Chawla},
title = {A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis
in Multivariate Time Series 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 = {1409--1416},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33011409},
doi = {10.1609/AAAI.V33I01.33011409},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangSCFLCNZCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/SahaMNRSYACCDDR19,
author = {Koustuv Saha and
Raghu Mulukutla and
Kari Nies and
Pablo Robles{-}Granda and
Anusha Sirigiri and
Dong Whi Yoo and
Pino G. Audia and
Andrew T. Campbell and
Nitesh V. Chawla and
Sidney K. D'Mello and
Anind K. Dey and
Manikanta D. Reddy and
Kaifeng Jiang and
Qiang Liu and
Gloria Mark and
Edward Moskal and
Aaron Striegel and
Munmun De Choudhury and
Vedant Das Swain and
Julie M. Gregg and
Ted Grover and
Suwen Lin and
Gonzalo J. Mart{\'{\i}}nez and
Stephen M. Mattingly and
Shayan Mirjafari},
title = {Imputing Missing Social Media Data Stream in Multisensor Studies of
Human Behavior},
booktitle = {8th International Conference on Affective Computing and Intelligent
Interaction, {ACII} 2019, Cambridge, United Kingdom, September 3-6,
2019},
pages = {178--184},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ACII.2019.8925479},
doi = {10.1109/ACII.2019.8925479},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acii/SahaMNRSYACCDDR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/MarkleyFC19,
author = {Catherine Markley and
Keith Feldman and
Nitesh V. Chawla},
title = {Outside the Hospital Walls: Associations of Value Based Care Metrics
and Community Health Factors},
booktitle = {2019 {IEEE} {EMBS} International Conference on Biomedical {\&}
Health Informatics, {BHI} 2019, Chicago, IL, USA, May 19-22, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BHI.2019.8834487},
doi = {10.1109/BHI.2019.8834487},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bhi/MarkleyFC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/JiangZZQLCJ19,
author = {Tianwen Jiang and
Zhihan Zhang and
Tong Zhao and
Bing Qin and
Ting Liu and
Nitesh V. Chawla and
Meng Jiang},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {{CTGA:} Graph-based Biomedical Literature Search},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {395--400},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8983173},
doi = {10.1109/BIBM47256.2019.8983173},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/JiangZZQLCJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/MattinglyGABCCS19,
author = {Stephen M. Mattingly and
Julie M. Gregg and
Pino G. Audia and
Ayse Elvan Bayraktaroglu and
Andrew T. Campbell and
Nitesh V. Chawla and
Vedant Das Swain and
Munmun De Choudhury and
Sidney K. D'Mello and
Anind K. Dey and
Ge Gao and
Krithika Jagannath and
Kaifeng Jiang and
Suwen Lin and
Qiang Liu and
Gloria Mark and
Gonzalo J. Mart{\'{\i}}nez and
Kizito Masaba and
Shayan Mirjafari and
Edward Moskal and
Raghu Mulukutla and
Kari Nies and
Manikanta D. Reddy and
Pablo Robles{-}Granda and
Koustuv Saha and
Anusha Sirigiri and
Aaron Striegel},
editor = {Regan L. Mandryk and
Stephen A. Brewster and
Mark Hancock and
Geraldine Fitzpatrick and
Anna L. Cox and
Vassilis Kostakos and
Mark Perry},
title = {The Tesserae Project: Large-Scale, Longitudinal, \emph{In Situ, }
Multimodal Sensing of Information Workers},
booktitle = {Extended Abstracts of the 2019 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2019, Glasgow, Scotland, UK, May 04-09, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3290607.3299041},
doi = {10.1145/3290607.3299041},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/MattinglyGABCCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/SahaBCCCDDGGJMM19,
author = {Koustuv Saha and
Ayse Elvan Bayraktaroglu and
Andrew T. Campbell and
Nitesh V. Chawla and
Munmun De Choudhury and
Sidney K. D'Mello and
Anind K. Dey and
Ge Gao and
Julie M. Gregg and
Krithika Jagannath and
Gloria Mark and
Gonzalo J. Mart{\'{\i}}nez and
Stephen M. Mattingly and
Edward Moskal and
Anusha Sirigiri and
Aaron Striegel and
Dong Whi Yoo},
editor = {Regan L. Mandryk and
Stephen A. Brewster and
Mark Hancock and
Geraldine Fitzpatrick and
Anna L. Cox and
Vassilis Kostakos and
Mark Perry},
title = {Social Media as a Passive Sensor in Longitudinal Studies of Human
Behavior and Wellbeing},
booktitle = {Extended Abstracts of the 2019 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2019, Glasgow, Scotland, UK, May 04-09, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3290607.3299065},
doi = {10.1145/3290607.3299065},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/SahaBCCCDDGGJMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HuangSZWC19,
author = {Chao Huang and
Baoxu Shi and
Xuchao Zhang and
Xian Wu and
Nitesh V. Chawla},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Similarity-Aware Network Embedding with Self-Paced Learning},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2113--2116},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358163},
doi = {10.1145/3357384.3358163},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HuangSZWC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HuangWZLC19,
author = {Chao Huang and
Xian Wu and
Xuchao Zhang and
Suwen Lin and
Nitesh V. Chawla},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Deep Prototypical Networks for Imbalanced Time Series Classification
under Data Scarcity},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2141--2144},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358162},
doi = {10.1145/3357384.3358162},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HuangWZLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csonet/SyedMNC19,
author = {Munira Syed and
Jermaine Marshall and
Aastha Nigam and
Nitesh V. Chawla},
editor = {Andrea Tagarelli and
Hanghang Tong},
title = {Gender Prediction Through Synthetic Resampling of User Profiles Using
SeqGANs},
booktitle = {Computational Data and Social Networks - 8th International Conference,
CSoNet 2019, Ho Chi Minh City, Vietnam, November 18-20, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11917},
pages = {363--370},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-34980-6\_38},
doi = {10.1007/978-3-030-34980-6\_38},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csonet/SyedMNC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/desrist/ChaudhryFC19,
author = {Beenish Moalla Chaudhry and
Louis Faust and
Nitesh V. Chawla},
editor = {Bengisu Tulu and
Soussan Djamasbi and
Gondy Leroy},
title = {Development and Evaluation of a Web Application for Prenatal Care
Coordinators in the United States},
booktitle = {Extending the Boundaries of Design Science Theory and Practice - 14th
International Conference on Design Science Research in Information
Systems and Technology, {DESRIST} 2019, Worcester, MA, USA, June 4-6,
2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11491},
pages = {140--156},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-19504-5\_10},
doi = {10.1007/978-3-030-19504-5\_10},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/desrist/ChaudhryFC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SyedCAAC19,
author = {Munira Syed and
Malolan Chetlur and
Shazia Afzal and
G. Alex Ambrose and
Nitesh V. Chawla},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Implicit and Explicit Emotions in MOOCs},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1k7yQCtNp0aGFZ4YcXZ4srhj7F7-at5AB},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SyedCAAC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiangZQLCJ19,
author = {Tianwen Jiang and
Tong Zhao and
Bing Qin and
Ting Liu and
Nitesh V. Chawla and
Meng Jiang},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Multi-Input Multi-Output Sequence Labeling for Joint Extraction of
Fact and Condition Tuples from Scientific Text},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {302--312},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1029},
doi = {10.18653/V1/D19-1029},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JiangZQLCJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/NwangangaCM19,
author = {Frederick Nwanganga and
Nitesh V. Chawla and
Gregory R. Madey},
editor = {Tung Bui},
title = {Statistical Analysis and Modeling of Heterogeneous Workloads on Amazon's
Public Cloud Infrastructure},
booktitle = {52nd Hawaii International Conference on System Sciences, {HICSS} 2019,
Grand Wailea, Maui, Hawaii, USA, January 8-11, 2019},
pages = {1--10},
publisher = {ScholarSpace},
year = {2019},
url = {https://hdl.handle.net/10125/59626},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/NwangangaCM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangSHSC19,
author = {Chuxu Zhang and
Dongjin Song and
Chao Huang and
Ananthram Swami and
Nitesh V. Chawla},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Heterogeneous Graph Neural Network},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {793--803},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330961},
doi = {10.1145/3292500.3330961},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangSHSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiangZ00C019,
author = {Tianwen Jiang and
Tong Zhao and
Bing Qin and
Ting Liu and
Nitesh V. Chawla and
Meng Jiang},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {The Role of: {A} Novel Scientific Knowledge Graph Representation and
Construction Model},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1634--1642},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330942},
doi = {10.1145/3292500.3330942},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JiangZ00C019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangJCJ19,
author = {Daheng Wang and
Tianwen Jiang and
Nitesh V. Chawla and
Meng Jiang},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {{TUBE:} Embedding Behavior Outcomes for Predicting Success},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1682--1690},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330867},
doi = {10.1145/3292500.3330867},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangJCJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangWZZZYC19,
author = {Chao Huang and
Xian Wu and
Xuchao Zhang and
Chuxu Zhang and
Jiashu Zhao and
Dawei Yin and
Nitesh V. Chawla},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Online Purchase Prediction via Multi-Scale Modeling of Behavior Dynamics},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2613--2622},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330790},
doi = {10.1145/3292500.3330790},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuangWZZZYC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/SyedALDAC19,
author = {Munira Syed and
Trunojoyo Anggara and
Alison Lanski and
Xiaojing Duan and
G. Alex Ambrose and
Nitesh V. Chawla},
title = {Integrated Closed-loop Learning Analytics Scheme in a First Year Experience
Course},
booktitle = {Proceedings of the 9th International Conference on Learning Analytics
{\&} Knowledge, {LAK} 2019, Tempe, AZ, USA, March 4-8, 2019},
pages = {521--530},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3303772.3303803},
doi = {10.1145/3303772.3303803},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lak/SyedALDAC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mhci/ChaudhryFC19,
author = {Beenish M. Chaudhry and
Louis Faust and
Nitesh V. Chawla},
title = {From Design to Development to Evaluation of a Pregnancy App for Low-Income
Women in a Community-Based Setting},
booktitle = {Proceedings of the 21st International Conference on Human-Computer
Interaction with Mobile Devices and Services, MobileHCI 2019, Taipei,
Taiwan, October 1-4, 2019},
pages = {7:1--7:11},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338286.3340118},
doi = {10.1145/3338286.3340118},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mhci/ChaudhryFC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ph/FaustJHLHC19,
author = {Louis Faust and
Priscilla Jim{\'{e}}nez{-}Pazmino and
James K. Holland and
Omar Lizardo and
David Hachen and
Nitesh V. Chawla},
editor = {Oscar Mayora and
Stefano Forti and
Jochen Meyer and
Lena Mamykina},
title = {What 30 Days Tells Us About 3 Years: Identifying Early Signs of User
Abandonment and Non-Adherence},
booktitle = {Proceedings of the 13th {EAI} International Conference on Pervasive
Computing Technologies for Healthcare, PervasiveHealth 2019, Trento,
Italy, 20-23 May 2019},
pages = {216--224},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329189.3329196},
doi = {10.1145/3329189.3329196},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ph/FaustJHLHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WuSDHC19,
author = {Xian Wu and
Baoxu Shi and
Yuxiao Dong and
Chao Huang and
Nitesh V. Chawla},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Neural Tensor Factorization for Temporal Interaction Learning},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {537--545},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3290998},
doi = {10.1145/3289600.3290998},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/WuSDHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhangSC19,
author = {Chuxu Zhang and
Ananthram Swami and
Nitesh V. Chawla},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {{SHNE:} Representation Learning for Semantic-Associated Heterogeneous
Networks},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {690--698},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3291001},
doi = {10.1145/3289600.3291001},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ZhangSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HuangZZWCY19,
author = {Chao Huang and
Chuxu Zhang and
Jiashu Zhao and
Xian Wu and
Nitesh V. Chawla and
Dawei Yin},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {MiST: {A} Multiview and Multimodal Spatial-Temporal Learning Framework
for Citywide Abnormal Event Forecasting},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {717--728},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313730},
doi = {10.1145/3308558.3313730},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/HuangZZWCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2019,
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673},
doi = {10.1137/1.9781611975673},
isbn = {978-1-61197-567-3},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03423,
author = {Tomasz Kajdanowicz and
Kamil Tagowski and
Maciej Falkiewicz and
Piotr Bielak and
Przemyslaw Kazienko and
Nitesh V. Chawla},
title = {Incremental embedding for temporal networks},
journal = {CoRR},
volume = {abs/1904.03423},
year = {2019},
url = {http://arxiv.org/abs/1904.03423},
eprinttype = {arXiv},
eprint = {1904.03423},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00720,
author = {Tianwen Jiang and
Tong Zhao and
Bing Qin and
Ting Liu and
Nitesh V. Chawla and
Meng Jiang},
title = {Constructing Information-Lossless Biological Knowledge Graphs from
Conditional Statements},
journal = {CoRR},
volume = {abs/1907.00720},
year = {2019},
url = {http://arxiv.org/abs/1907.00720},
eprinttype = {arXiv},
eprint = {1907.00720},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05387,
author = {Mandana Saebi and
Giovanni Luca Ciampaglia and
Lance M. Kaplan and
Nitesh V. Chawla},
title = {{HONEM:} Network Embedding Using Higher-Order Patterns in Sequential
Data},
journal = {CoRR},
volume = {abs/1908.05387},
year = {2019},
url = {http://arxiv.org/abs/1908.05387},
eprinttype = {arXiv},
eprint = {1908.05387},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-05387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03053,
author = {Huaxiu Yao and
Chuxu Zhang and
Ying Wei and
Meng Jiang and
Suhang Wang and
Junzhou Huang and
Nitesh V. Chawla and
Zhenhui Li},
title = {Graph Few-shot Learning via Knowledge Transfer},
journal = {CoRR},
volume = {abs/1910.03053},
year = {2019},
url = {http://arxiv.org/abs/1910.03053},
eprinttype = {arXiv},
eprint = {1910.03053},
timestamp = {Sun, 02 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11298,
author = {Chuxu Zhang and
Huaxiu Yao and
Chao Huang and
Meng Jiang and
Zhenhui Li and
Nitesh V. Chawla},
title = {Few-Shot Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/1911.11298},
year = {2019},
url = {http://arxiv.org/abs/1911.11298},
eprinttype = {arXiv},
eprint = {1911.11298},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ans/ThomasRC18,
author = {Pamela Bilo Thomas and
Daniel H. Robertson and
Nitesh V. Chawla},
title = {Predicting onset of complications from diabetes: a graph based approach},
journal = {Appl. Netw. Sci.},
volume = {3},
number = {1},
pages = {48:1--48:16},
year = {2018},
url = {https://doi.org/10.1007/s41109-018-0106-z},
doi = {10.1007/S41109-018-0106-Z},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ans/ThomasRC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/NagrechaJC18,
author = {Saurabh Nagrecha and
Reid A. Johnson and
Nitesh V. Chawla},
title = {FraudBuster: Reducing Fraud in an Auto Insurance Market},
journal = {Big Data},
volume = {6},
number = {1},
pages = {3--12},
year = {2018},
url = {https://doi.org/10.1089/big.2017.0083},
doi = {10.1089/BIG.2017.0083},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/NagrechaJC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/YanLYC18,
author = {Zheng Yan and
Jun Liu and
Laurence T. Yang and
Nitesh V. Chawla},
title = {Big data fusion in Internet of Things},
journal = {Inf. Fusion},
volume = {40},
pages = {32--33},
year = {2018},
url = {https://doi.org/10.1016/j.inffus.2017.04.005},
doi = {10.1016/J.INFFUS.2017.04.005},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/YanLYC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/0001GHC18,
author = {Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Francisco Herrera and
Nitesh V. Chawla},
title = {{SMOTE} for Learning from Imbalanced Data: Progress and Challenges,
Marking the 15-year Anniversary},
journal = {J. Artif. Intell. Res.},
volume = {61},
pages = {863--905},
year = {2018},
url = {https://doi.org/10.1613/jair.1.11192},
doi = {10.1613/JAIR.1.11192},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/0001GHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jhir/FeldmanKC18,
author = {Keith Feldman and
Spyros Kotoulas and
Nitesh V. Chawla},
title = {{TIQS:} Targeted Iterative Question Selection for Health Interventions},
journal = {J. Heal. Informatics Res.},
volume = {2},
number = {3},
pages = {205--227},
year = {2018},
url = {https://doi.org/10.1007/s41666-018-0015-z},
doi = {10.1007/S41666-018-0015-Z},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jhir/FeldmanKC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jhir/FeldmanJC18,
author = {Keith Feldman and
Reid A. Johnson and
Nitesh V. Chawla},
title = {The State of Data in Healthcare: Path Towards Standardization},
journal = {J. Heal. Informatics Res.},
volume = {2},
number = {3},
pages = {248--271},
year = {2018},
url = {https://doi.org/10.1007/s41666-018-0019-8},
doi = {10.1007/S41666-018-0019-8},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jhir/FeldmanJC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangDTYCF18,
author = {Hong Huang and
Yuxiao Dong and
Jie Tang and
Hongxia Yang and
Nitesh V. Chawla and
Xiaoming Fu},
title = {Will Triadic Closure Strengthen Ties in Social Networks?},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {3},
pages = {30:1--30:25},
year = {2018},
url = {https://doi.org/10.1145/3154399},
doi = {10.1145/3154399},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/HuangDTYCF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/TaoWCSK18,
author = {Jun Tao and
Chaoli Wang and
Nitesh V. Chawla and
Lei Shi and
Seung Hyun Kim},
title = {Semantic Flow Graph: {A} Framework for Discovering Object Relationships
in Flow Fields},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {24},
number = {12},
pages = {3200--3213},
year = {2018},
url = {https://doi.org/10.1109/TVCG.2017.2773071},
doi = {10.1109/TVCG.2017.2773071},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/TaoWCSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/FeldmanDMC18,
author = {Keith Feldman and
Mayra Duarte and
Waldo Mikels{-}Carrasco and
Nitesh V. Chawla},
title = {Leveraging health and wellness platforms to understand childhood obesity:
{A} usability pilot of FitSpace},
booktitle = {2018 {IEEE} {EMBS} International Conference on Biomedical {\&}
Health Informatics, {BHI} 2018, Las Vegas, NV, USA, March 4-7, 2018},
pages = {418--421},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BHI.2018.8333457},
doi = {10.1109/BHI.2018.8333457},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bhi/FeldmanDMC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuSDHFC18,
author = {Xian Wu and
Baoxu Shi and
Yuxiao Dong and
Chao Huang and
Louis Faust and
Nitesh V. Chawla},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {RESTFul: Resolution-Aware Forecasting of Behavioral Time Series Data},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1073--1082},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271794},
doi = {10.1145/3269206.3271794},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WuSDHFC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HuangZZC18,
author = {Chao Huang and
Junbo Zhang and
Yu Zheng and
Nitesh V. Chawla},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {DeepCrime: Attentive Hierarchical Recurrent Networks for Crime Prediction},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1423--1432},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271793},
doi = {10.1145/3269206.3271793},
timestamp = {Tue, 21 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/HuangZZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MonizRCC18,
author = {Nuno Moniz and
Rita P. Ribeiro and
V{\'{\i}}tor Cerqueira and
Nitesh V. Chawla},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {SMOTEBoost for Regression: Improving the Prediction of Extreme Values},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {150--159},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00025},
doi = {10.1109/DSAA.2018.00025},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MonizRCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/FaustHLC18,
author = {Louis Faust and
David Hachen and
Omar Lizardo and
Nitesh V. Chawla},
title = {Quantifying Subjective Well-Being Using Trends in Weekend Activity},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2018, New York City, NY, USA, June 4-7, 2018},
pages = {123--129},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICHI.2018.00021},
doi = {10.1109/ICHI.2018.00021},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/FaustHLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangYZC18,
author = {Chuxu Zhang and
Lu Yu and
Xiangliang Zhang and
Nitesh V. Chawla},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation
Inference},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3641--3647},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/506},
doi = {10.24963/IJCAI.2018/506},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangYZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/ZhiLHMC18,
author = {Qiyu Zhi and
Suwen Lin and
Shuai He and
Ronald A. Metoyer and
Nitesh V. Chawla},
title = {VisPod: Content-Based Audio Visual Navigation},
booktitle = {Proceedings of the 23rd International Conference on Intelligent User
Interfaces Companion, Tokyo, Japan, March 07-11, 2018},
pages = {10:1--10:2},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3180308.3180318},
doi = {10.1145/3180308.3180318},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/ZhiLHMC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangJZEC18,
author = {Daheng Wang and
Meng Jiang and
Qingkai Zeng and
Zachary Eberhart and
Nitesh V. Chawla},
editor = {Yike Guo and
Faisal Farooq},
title = {Multi-Type Itemset Embedding for Learning Behavior Success},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2397--2406},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219949},
doi = {10.1145/3219819.3219949},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangJZEC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ph/ChaudhryFC18,
author = {Beenish Moalla Chaudhry and
Louis Faust and
Nitesh V. Chawla},
editor = {Noga Minsky and
Venet Osmani},
title = {Towards an Integrated mHealth Platform for Community-based Maternity
Health Workers in Low-Income Communities},
booktitle = {Proceedings of the 12th {EAI} International Conference on Pervasive
Computing Technologies for Healthcare, PervasiveHealth 2018, New York,
NY, USA, May 21-24, 2018},
pages = {118--127},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3240925.3240938},
doi = {10.1145/3240925.3240938},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ph/ChaudhryFC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NigamSBHHSFC18,
author = {Aastha Nigam and
Kijung Shin and
Ashwin Bahulkar and
Bryan Hooi and
David Hachen and
Boleslaw K. Szymanski and
Christos Faloutsos and
Nitesh V. Chawla},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {{ONE-M:} Modeling the Co-evolution of Opinions and Network Connections},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {122--140},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_8},
doi = {10.1007/978-3-030-10928-8\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NigamSBHHSFC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuDSSC18,
author = {Xian Wu and
Yuxiao Dong and
Baoxu Shi and
Ananthram Swami and
Nitesh V. Chawla},
editor = {Martin Ester and
Dino Pedreschi},
title = {Who will Attend This Event Together? Event Attendance Prediction via
Deep {LSTM} Networks},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {180--188},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.21},
doi = {10.1137/1.9781611975321.21},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WuDSSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangHYZC18,
author = {Chuxu Zhang and
Chao Huang and
Lu Yu and
Xiangliang Zhang and
Nitesh V. Chawla},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Camel: Content-Aware and Meta-path Augmented Metric Learning for Author
Identification},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {709--718},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186152},
doi = {10.1145/3178876.3186152},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangHYZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/0008C18,
author = {Yang Yang and
Nitesh V. Chawla},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Link Prediction: {A} Primer},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_365},
doi = {10.1007/978-1-4939-7131-2\_365},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/0008C18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04416,
author = {Xian Wu and
Baoxu Shi and
Yuxiao Dong and
Chao Huang and
Nitesh V. Chawla},
title = {Neural Tensor Factorization},
journal = {CoRR},
volume = {abs/1802.04416},
year = {2018},
url = {http://arxiv.org/abs/1802.04416},
eprinttype = {arXiv},
eprint = {1802.04416},
timestamp = {Wed, 18 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-04256,
author = {Louis Faust and
Priscilla Jim{\'{e}}nez and
David Hachen and
Omar Lizardo and
Aaron Striegel and
Nitesh V. Chawla},
title = {Long-term Compliance Habits: What Early Data Tells Us},
journal = {CoRR},
volume = {abs/1804.04256},
year = {2018},
url = {http://arxiv.org/abs/1804.04256},
eprinttype = {arXiv},
eprint = {1804.04256},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-04256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04983,
author = {Chuxu Zhang and
Ananthram Swami and
Nitesh V. Chawla},
title = {{CARL:} Content-Aware Representation Learning for Heterogeneous Networks},
journal = {CoRR},
volume = {abs/1805.04983},
year = {2018},
url = {http://arxiv.org/abs/1805.04983},
eprinttype = {arXiv},
eprint = {1805.04983},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-00029,
author = {Suwen Lin and
Louis Faust and
Pablo Robles{-}Granda and
Nitesh V. Chawla},
title = {Social Network Structure is Predictive of Health and Wellness},
journal = {CoRR},
volume = {abs/1809.00029},
year = {2018},
url = {http://arxiv.org/abs/1809.00029},
eprinttype = {arXiv},
eprint = {1809.00029},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-00029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08055,
author = {Chuxu Zhang and
Dongjin Song and
Yuncong Chen and
Xinyang Feng and
Cristian Lumezanu and
Wei Cheng and
Jingchao Ni and
Bo Zong and
Haifeng Chen and
Nitesh V. Chawla},
title = {A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis
in Multivariate Time Series Data},
journal = {CoRR},
volume = {abs/1811.08055},
year = {2018},
url = {http://arxiv.org/abs/1811.08055},
eprinttype = {arXiv},
eprint = {1811.08055},
timestamp = {Fri, 18 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02956,
author = {Piotr Szymanski and
Tomasz Kajdanowicz and
Nitesh V. Chawla},
title = {{LNEMLC:} Label Network Embeddings for Multi-Label Classifiation},
journal = {CoRR},
volume = {abs/1812.02956},
year = {2018},
url = {http://arxiv.org/abs/1812.02956},
eprinttype = {arXiv},
eprint = {1812.02956},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/NigamDJC17,
author = {Aastha Nigam and
Henry K. Dambanemuya and
Madhav Joshi and
Nitesh V. Chawla},
title = {Harvesting Social Signals to Inform Peace Processes Implementation
and Monitoring},
journal = {Big Data},
volume = {5},
number = {4},
pages = {337--355},
year = {2017},
url = {https://doi.org/10.1089/big.2017.0055},
doi = {10.1089/BIG.2017.0055},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/NigamDJC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/BahulkarSCLC17,
author = {Ashwin Bahulkar and
Boleslaw K. Szymanski and
Nitesh V. Chawla and
Omar Lizardo and
Kevin S. Chan},
title = {Influence of Personal Preferences on Link Dynamics in Social Networks},
journal = {Complex.},
volume = {2017},
pages = {4543563:1--4543563:12},
year = {2017},
url = {https://doi.org/10.1155/2017/4543563},
doi = {10.1155/2017/4543563},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/complexity/BahulkarSCLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/GonzalezCCC17,
author = {Pablo Gonz{\'{a}}lez and
Alberto Casta{\~{n}}o and
Nitesh V. Chawla and
Juan Jos{\'{e}} del Coz},
title = {A Review on Quantification Learning},
journal = {{ACM} Comput. Surv.},
volume = {50},
number = {5},
pages = {74:1--74:40},
year = {2017},
url = {https://doi.org/10.1145/3117807},
doi = {10.1145/3117807},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/GonzalezCCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MursalinZCC17,
author = {Md Mursalin and
Yuan Zhang and
Yuehui Chen and
Nitesh V. Chawla},
title = {Automated epileptic seizure detection using improved correlation-based
feature selection with random forest classifier},
journal = {Neurocomputing},
volume = {241},
pages = {204--214},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2017.02.053},
doi = {10.1016/J.NEUCOM.2017.02.053},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MursalinZCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/GonzalezDCC17,
author = {Pablo Gonz{\'{a}}lez and
Jorge D{\'{\i}}ez and
Nitesh V. Chawla and
Juan Jos{\'{e}} del Coz},
title = {Why is quantification an interesting learning problem?},
journal = {Prog. Artif. Intell.},
volume = {6},
number = {1},
pages = {53--58},
year = {2017},
url = {https://doi.org/10.1007/s13748-016-0103-3},
doi = {10.1007/S13748-016-0103-3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pai/GonzalezDCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/DongCTYY17,
author = {Yuxiao Dong and
Nitesh V. Chawla and
Jie Tang and
Yang Yang and
Yang Yang},
title = {User Modeling on Demographic Attributes in Big Mobile Social Networks},
journal = {{ACM} Trans. Inf. Syst.},
volume = {35},
number = {4},
pages = {35:1--35:33},
year = {2017},
url = {https://doi.org/10.1145/3057278},
doi = {10.1145/3057278},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/DongCTYY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcloud/NwangangaSMC17,
author = {Frederick Nwanganga and
Mandana Saebi and
Gregory R. Madey and
Nitesh V. Chawla},
editor = {Geoffrey C. Fox},
title = {A Minimum-Cost Flow Model for Workload Optimization on Cloud Infrastructure},
booktitle = {2017 {IEEE} 10th International Conference on Cloud Computing (CLOUD),
Honolulu, HI, USA, June 25-30, 2017},
pages = {480--487},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CLOUD.2017.68},
doi = {10.1109/CLOUD.2017.68},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEcloud/NwangangaSMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/AfzalSSCAC17,
author = {Shazia Afzal and
Bikram Sengupta and
Munira Syed and
Nitesh V. Chawla and
G. Alex Ambrose and
Malolan Chetlur},
title = {The {ABC} of MOOCs: Affect and its inter-play with behavior and cognition},
booktitle = {Seventh International Conference on Affective Computing and Intelligent
Interaction, {ACII} 2017, San Antonio, TX, USA, October 23-26, 2017},
pages = {279--284},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ACII.2017.8273613},
doi = {10.1109/ACII.2017.8273613},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acii/AfzalSSCAC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apvis/TaoXWC17,
author = {Jun Tao and
Jian Xu and
Chaoli Wang and
Nitesh V. Chawla},
editor = {Daniel Weiskopf and
Yingcai Wu and
Tim Dwyer},
title = {HoNVis: Visualizing and exploring higher-order networks},
booktitle = {2017 {IEEE} Pacific Visualization Symposium, PacificVis 2017, Seoul,
South Korea, April 18-21, 2017},
pages = {1--10},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/PACIFICVIS.2017.8031572},
doi = {10.1109/PACIFICVIS.2017.8031572},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apvis/TaoXWC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/XuC17,
author = {Jian Xu and
Nitesh V. Chawla},
editor = {Jana Diesner and
Elena Ferrari and
Guandong Xu},
title = {Mining Features Associated with Effective Tweets},
booktitle = {Proceedings of the 2017 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining 2017, Sydney, Australia, July
31 - August 03, 2017},
pages = {525--532},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3110025.3110126},
doi = {10.1145/3110025.3110126},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/XuC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WuDTHC17,
author = {Xian Wu and
Yuxiao Dong and
Jun Tao and
Chao Huang and
Nitesh V. Chawla},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {Reliable fake review detection via modeling temporal and behavioral
patterns},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {494--499},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8257963},
doi = {10.1109/BIGDATA.2017.8257963},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/WuDTHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhangYZC17,
author = {Chuxu Zhang and
Lu Yu and
Xiangliang Zhang and
Nitesh V. Chawla},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {ImWalkMF: Joint matrix factorization and implicit walk integrative
learning for recommendation},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {857--866},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258001},
doi = {10.1109/BIGDATA.2017.8258001},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangYZC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/NagrechaTFC17,
author = {Saurabh Nagrecha and
Pamela Bilo Thomas and
Keith Feldman and
Nitesh V. Chawla},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Predicting Chronic Heart Failure Using Diagnoses Graphs},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {295--312},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_20},
doi = {10.1007/978-3-319-66808-6\_20},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/NagrechaTFC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpsweek/FaustPHSPLC17,
author = {Louis Faust and
Rachael Purta and
David Hachen and
Aaron Striegel and
Christian Poellabauer and
Omar Lizardo and
Nitesh V. Chawla},
title = {Exploring Compliance: Observations from a Large Scale Fitbit Study},
booktitle = {Proceedings of the 2nd International Workshop on Social Sensing, SocialSens@CPSWeek
2017, Pittsburgh, PA, USA, April 21, 2017},
pages = {55--60},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3055601.3055608},
doi = {10.1145/3055601.3055608},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cpsweek/FaustPHSPLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TangPZC17,
author = {Pingjie Tang and
Jed Pitera and
Dmitry Zubarev and
Nitesh V. Chawla},
title = {Materials Science Literature-Patent Relevance Search: {A} Heterogeneous
Network Analysis Approach},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {146--154},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.8},
doi = {10.1109/DSAA.2017.8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/TangPZC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iotdi/XuTCW17,
author = {Jian Xu and
Jun Tao and
Nitesh V. Chawla and
Chaoli Wang},
editor = {Tarek F. Abdelzaher and
P. R. Kumar and
Alejandro P. Buchmann and
Chenyang Lu},
title = {Visual Analytics of Higher-order Dependencies in Sensor Data: Demo
Abstract},
booktitle = {Proceedings of the Second International Conference on Internet-of-Things
Design and Implementation, IoTDI 2017, Pittsburgh, PA, USA, April
18-21, 2017},
pages = {297--298},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3054977.3057320},
doi = {10.1145/3054977.3057320},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iotdi/XuTCW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongCS17,
author = {Yuxiao Dong and
Nitesh V. Chawla and
Ananthram Swami},
title = {metapath2vec: Scalable Representation Learning for Heterogeneous Networks},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {135--144},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098036},
doi = {10.1145/3097983.3098036},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DongCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongJXC17,
author = {Yuxiao Dong and
Reid A. Johnson and
Jian Xu and
Nitesh V. Chawla},
title = {Structural Diversity and Homophily: {A} Study Across More Than One
Hundred Big Networks},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {807--816},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098116},
doi = {10.1145/3097983.3098116},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DongJXC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobicom/GolestanianPC17,
author = {Mehdi Golestanian and
Christian Poellabauer and
Nitesh V. Chawla},
editor = {Raj Rajkumar and
Xinzhou Wu and
Fan Bai and
Hsin{-}Mu Michael Tsai},
title = {Poster: RSSI-Based Pedestrian Localization Using Artificial Neural
Networks},
booktitle = {Proceedings of the 2nd {ACM} International Workshop on Smart, Autonomous,
and Connected Vehicular Systems and Services, CarSys@MobiCom 2017,
Snowbird, UT, USA, October 20, 2017},
pages = {79--80},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3131944.3131960},
doi = {10.1145/3131944.3131960},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mobicom/GolestanianPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuDHXWC17,
author = {Xian Wu and
Yuxiao Dong and
Chao Huang and
Jian Xu and
Dong Wang and
Nitesh V. Chawla},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {{UAPD:} Predicting Urban Anomalies from Spatial-Temporal Data},
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 = {622--638},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_38},
doi = {10.1007/978-3-319-71246-8\_38},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WuDHXWC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/NagrechaDC17,
author = {Saurabh Nagrecha and
John Z. Dillon and
Nitesh V. Chawla},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {{MOOC} Dropout Prediction: Lessons Learned from Making Pipelines Interpretable},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {351--359},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054162},
doi = {10.1145/3041021.3054162},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/NagrechaDC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2017,
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973},
doi = {10.1137/1.9781611974973},
isbn = {978-1-61197-497-3},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TaoXWC17,
author = {Jun Tao and
Jian Xu and
Chaoli Wang and
Nitesh V. Chawla},
title = {HoNVis: Visualizing and Exploring Higher-Order Networks},
journal = {CoRR},
volume = {abs/1702.00737},
year = {2017},
url = {http://arxiv.org/abs/1702.00737},
eprinttype = {arXiv},
eprint = {1702.00737},
timestamp = {Fri, 04 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TaoXWC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FeldmanFWHC17,
author = {Keith Feldman and
Louis Faust and
Xian Wu and
Chao Huang and
Nitesh V. Chawla},
title = {Beyond Volume: The Impact of Complex Healthcare Data on the Machine
Learning Pipeline},
journal = {CoRR},
volume = {abs/1706.01513},
year = {2017},
url = {http://arxiv.org/abs/1706.01513},
eprinttype = {arXiv},
eprint = {1706.01513},
timestamp = {Wed, 18 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FeldmanFWHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuC17a,
author = {Jian Xu and
Nitesh V. Chawla},
title = {Mining Features Associated with Effective Tweets},
journal = {CoRR},
volume = {abs/1706.07484},
year = {2017},
url = {http://arxiv.org/abs/1706.07484},
eprinttype = {arXiv},
eprint = {1706.07484},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuC17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NwangangaSMC17,
author = {Frederick Nwanganga and
Mandana Saebi and
Gregory R. Madey and
Nitesh V. Chawla},
title = {A Minimum-Cost Flow Model for Workload Optimization on Cloud Infrastructure},
journal = {CoRR},
volume = {abs/1707.09317},
year = {2017},
url = {http://arxiv.org/abs/1707.09317},
eprinttype = {arXiv},
eprint = {1707.09317},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NwangangaSMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangMC017,
author = {Shuo Wang and
Leandro L. Minku and
Nitesh V. Chawla and
Xin Yao},
title = {Proceedings of the {IJCAI} 2017 Workshop on Learning in the Presence
of Class Imbalance and Concept Drift (LPCICD'17)},
journal = {CoRR},
volume = {abs/1707.09425},
year = {2017},
url = {http://arxiv.org/abs/1707.09425},
eprinttype = {arXiv},
eprint = {1707.09425},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangMC017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-07401,
author = {Ashwin Bahulkar and
Boleslaw K. Szymanski and
Nitesh V. Chawla and
Omar Lizardo and
Kevin S. Chan},
title = {Influence of Personal Preferences on Link Dynamics in Social Networks},
journal = {CoRR},
volume = {abs/1709.07401},
year = {2017},
url = {http://arxiv.org/abs/1709.07401},
eprinttype = {arXiv},
eprint = {1709.07401},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-07401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09658,
author = {Jian Xu and
Mandana Saebi and
Bruno Ribeiro and
Lance M. Kaplan and
Nitesh V. Chawla},
title = {Detecting Anomalies in Sequential Data with Higher-order Networks},
journal = {CoRR},
volume = {abs/1712.09658},
year = {2017},
url = {http://arxiv.org/abs/1712.09658},
eprinttype = {arXiv},
eprint = {1712.09658},
timestamp = {Fri, 21 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09658.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DasguptaCKC16,
author = {Dipanwita Dasgupta and
Beenish M. Chaudhry and
Emily Koh and
Nitesh V. Chawla},
title = {A Survey of Tablet Applications for Promoting Successful Aging in
Older Adults},
journal = {{IEEE} Access},
volume = {4},
pages = {9005--9017},
year = {2016},
url = {https://doi.org/10.1109/ACCESS.2016.2632818},
doi = {10.1109/ACCESS.2016.2632818},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/DasguptaCKC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhangZOCK16,
author = {Yuan Zhang and
Lin Zhang and
Eiji Oki and
Nitesh V. Chawla and
Anton Kos},
title = {Ieee Access Special Section Editorial: Big Data Analytics for Smart
and Connected Health},
journal = {{IEEE} Access},
volume = {4},
pages = {9906--9909},
year = {2016},
url = {https://doi.org/10.1109/ACCESS.2016.2646158},
doi = {10.1109/ACCESS.2016.2646158},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhangZOCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/epjds/NagrechaC16,
author = {Saurabh Nagrecha and
Nitesh V. Chawla},
title = {Quantifying decision making for data science: from data acquisition
to modeling},
journal = {{EPJ} Data Sci.},
volume = {5},
number = {1},
pages = {27},
year = {2016},
url = {https://doi.org/10.1140/epjds/s13688-016-0089-x},
doi = {10.1140/EPJDS/S13688-016-0089-X},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/epjds/NagrechaC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/HolderCGRKCKWKE16,
author = {Lawrence B. Holder and
Rajmonda Sulo Caceres and
David F. Gleich and
E. Jason Riedy and
Maleq Khan and
Nitesh V. Chawla and
Ravi Kumar and
Yinghui Wu and
Christine Klymko and
Tina Eliassi{-}Rad and
B. Aditya Prakash},
title = {Current and Future Challenges in Mining Large Networks: Report on
the Second {SDM} Workshop on Mining Networks and Graphs},
journal = {{SIGKDD} Explor.},
volume = {18},
number = {1},
pages = {39--45},
year = {2016},
url = {https://doi.org/10.1145/2980765.2980770},
doi = {10.1145/2980765.2980770},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/HolderCGRKCKWKE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/DongJC16,
author = {Yuxiao Dong and
Reid A. Johnson and
Nitesh V. Chawla},
title = {Can Scientific Impact Be Predicted?},
journal = {{IEEE} Trans. Big Data},
volume = {2},
number = {1},
pages = {18--30},
year = {2016},
url = {https://doi.org/10.1109/TBDATA.2016.2521657},
doi = {10.1109/TBDATA.2016.2521657},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/DongJC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HeCCCEdLMNOPSSS16,
author = {Haibo He and
Nitesh V. Chawla and
Huanhuan Chen and
Yoonsuck Choe and
Andries P. Engelbrecht and
Jaya deva and
Lyle N. Long and
Ali A. Minai and
Feiping Nie and
Umut Ozertem and
Barak A. Pearlmutter and
Ling Shao and
Jennie Si and
Jochen J. Steil and
Brijesh K. Verma and
Ding Wang},
title = {Editorial {IEEE} Transactions on Neural Networks and Learning Systems
2016 and Beyond},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {1},
pages = {1--7},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2504864},
doi = {10.1109/TNNLS.2015.2504864},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HeCCCEdLMNOPSSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/NigamC16,
author = {Aastha Nigam and
Nitesh V. Chawla},
editor = {Ngoc Thanh Nguyen and
Bogdan Trawinski and
Hamido Fujita and
Tzung{-}Pei Hong},
title = {Link Prediction in a Semi-bipartite Network for Recommendation},
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 = {127--135},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-662-49390-8\_12},
doi = {10.1007/978-3-662-49390-8\_12},
timestamp = {Thu, 16 Mar 2023 20:00:29 +0100},
biburl = {https://dblp.org/rec/conf/aciids/NigamC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/DasguptaJCRWC16,
author = {Dipanwita Dasgupta and
Reid A. Johnson and
Beenish M. Chaudhry and
Kimberly Green Reeves and
Patty Willaert and
Nitesh V. Chawla},
title = {Design and Evaluation of a Medication Adherence Application with Communication
for Seniors in Independent Living Communities},
booktitle = {{AMIA} 2016, American Medical Informatics Association Annual Symposium,
Chicago, IL, USA, November 12-16, 2016},
publisher = {{AMIA}},
year = {2016},
url = {https://knowledge.amia.org/amia-63300-1.3360278/t004-1.3364525/f004-1.3364526/2499112-1.3364930/2499311-1.3364925},
timestamp = {Wed, 17 Apr 2024 11:47:32 +0200},
biburl = {https://dblp.org/rec/conf/amia/DasguptaJCRWC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/BahulkarSLD0C16,
author = {Ashwin Bahulkar and
Boleslaw K. Szymanski and
Omar Lizardo and
Yuxiao Dong and
Yang Yang and
Nitesh V. Chawla},
editor = {Ravi Kumar and
James Caverlee and
Hanghang Tong},
title = {Analysis of link formation, persistence and dissolution in NetSense
data},
booktitle = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
18-21, 2016},
pages = {1197--1204},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ASONAM.2016.7752391},
doi = {10.1109/ASONAM.2016.7752391},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/BahulkarSLD0C16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/besc/NigamAC16,
author = {Aastha Nigam and
Salvador Agui{\~{n}}aga and
Nitesh V. Chawla},
editor = {Gang Li and
Yves Demazeau and
Guandong Xu and
Paul Wang and
Leon S. L. Wang and
Guanfeng Liu},
title = {Connecting the dots to infer followers' topical interest on Twitter},
booktitle = {2016 International Conference on Behavioral, Economic and Socio-cultural
Computing, {BESC} 2016, Durham, NC, USA, November 11-13, 2016},
pages = {1--6},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/BESC.2016.7804498},
doi = {10.1109/BESC.2016.7804498},
timestamp = {Thu, 05 Jan 2023 22:22:55 +0100},
biburl = {https://dblp.org/rec/conf/besc/NigamAC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DasguptaC16,
author = {Dipanwita Dasgupta and
Nitesh V. Chawla},
title = {MedCare: Leveraging Medication Similarity for Disease Prediction},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {706--715},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.90},
doi = {10.1109/DSAA.2016.90},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DasguptaC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/FeldmanHC16,
author = {Keith Feldman and
Nicholas L. Hazekamp and
Nitesh V. Chawla},
title = {Mining the Clinical Narrative: All Text are Not Equal},
booktitle = {2016 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2016, Chicago, IL, USA, October 4-7, 2016},
pages = {271--280},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICHI.2016.37},
doi = {10.1109/ICHI.2016.37},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/FeldmanHC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/DasguptaRCDC16,
author = {Dipanwita Dasgupta and
Kimberly Green Reeves and
Beenish M. Chaudhry and
Mayra Duarte and
Nitesh V. Chawla},
title = {eSeniorCare: Technology for Promoting Well-Being of Older Adults in
Independent Living Facilities},
booktitle = {2016 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2016, Chicago, IL, USA, October 4-7, 2016},
pages = {461--472},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICHI.2016.86},
doi = {10.1109/ICHI.2016.86},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/DasguptaRCDC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/milcom/PalDTCSR16,
author = {Siddharth Pal and
Yuxiao Dong and
Bishal Thapa and
Nitesh V. Chawla and
Ananthram Swami and
Ram Ramanathan},
editor = {Jerry Brand and
Matthew C. Valenti and
Akinwale Akinpelu and
Bharat T. Doshi and
Bonnie L. Gorsic},
title = {Deep learning for network analysis: Problems, approaches and challenges},
booktitle = {2016 {IEEE} Military Communications Conference, {MILCOM} 2016, Baltimore,
MD, USA, November 1-3, 2016},
pages = {588--593},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/MILCOM.2016.7795391},
doi = {10.1109/MILCOM.2016.7795391},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/milcom/PalDTCSR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ph/ChaudhryRC16,
author = {Beenish M. Chaudhry and
Kimberly Green Reeves and
Nitesh V. Chawla},
editor = {Jes{\'{u}}s Favela and
Nadir Weibel},
title = {Successful aging for low-income older adults: towards design principles},
booktitle = {Proceedings of the 10th {EAI} International Conference on Pervasive
Computing Technologies for Healthcare, PervasiveHealth 2016, Cancun,
Mexico, May 16-20, 2016},
pages = {109--113},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=3021336},
timestamp = {Mon, 17 Jun 2019 13:00:44 +0200},
biburl = {https://dblp.org/rec/conf/ph/ChaudhryRC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ph/ChaudhryDCD16,
author = {Beenish M. Chaudhry and
Mayra Duarte and
Nitesh V. Chawla and
Dipanwita Dasgupta},
editor = {Jes{\'{u}}s Favela and
Nadir Weibel},
title = {Developing health technologies for older adults: methodological and
ethical considerations},
booktitle = {Proceedings of the 10th {EAI} International Conference on Pervasive
Computing Technologies for Healthcare, PervasiveHealth 2016, Cancun,
Mexico, May 16-20, 2016},
pages = {330--332},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=3021379},
timestamp = {Mon, 17 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ph/ChaudhryDCD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DongJXC16,
author = {Yuxiao Dong and
Reid A. Johnson and
Jian Xu and
Nitesh V. Chawla},
title = {Structural Diversity and Homophily: {A} Study Across More than One
Hundred Large-Scale Networks},
journal = {CoRR},
volume = {abs/1602.07048},
year = {2016},
url = {http://arxiv.org/abs/1602.07048},
eprinttype = {arXiv},
eprint = {1602.07048},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DongJXC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangCLD16,
author = {Yang Yang and
Nitesh V. Chawla and
Ryan N. Lichtenwalter and
Yuxiao Dong},
title = {Influence Activation Model: {A} New Perspective in Social Influence
Analysis and Social Network Evolution},
journal = {CoRR},
volume = {abs/1605.08410},
year = {2016},
url = {http://arxiv.org/abs/1605.08410},
eprinttype = {arXiv},
eprint = {1605.08410},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangCLD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DongJC16,
author = {Yuxiao Dong and
Reid A. Johnson and
Nitesh V. Chawla},
title = {Can Scientific Impact Be Predicted?},
journal = {CoRR},
volume = {abs/1606.05905},
year = {2016},
url = {http://arxiv.org/abs/1606.05905},
eprinttype = {arXiv},
eprint = {1606.05905},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DongJC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DongLC16,
author = {Yuxiao Dong and
Omar Lizardo and
Nitesh V. Chawla},
title = {Do the Young Live in a "Smaller World" Than the Old? Age-Specific
Degrees of Separation in a Large-Scale Mobile Communication Network},
journal = {CoRR},
volume = {abs/1606.07556},
year = {2016},
url = {http://arxiv.org/abs/1606.07556},
eprinttype = {arXiv},
eprint = {1606.07556},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DongLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangLWDSHC16,
author = {Yang Yang and
Omar Lizardo and
Dong Wang and
Yuxiao Dong and
Aaron D. Striegel and
David Hachen and
Nitesh V. Chawla},
title = {Gender Differences in Communication Behaviors, Spatial Proximity Patterns,
and Mobility Habits},
journal = {CoRR},
volume = {abs/1607.06740},
year = {2016},
url = {http://arxiv.org/abs/1607.06740},
eprinttype = {arXiv},
eprint = {1607.06740},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangLWDSHC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BahulkarSLD0C16,
author = {Ashwin Bahulkar and
Boleslaw K. Szymanski and
Omar Lizardo and
Yuxiao Dong and
Yang Yang and
Nitesh V. Chawla},
title = {Analysis of Link Formation, Persistence and Dissolution in NetSense
Data},
journal = {CoRR},
volume = {abs/1611.00568},
year = {2016},
url = {http://arxiv.org/abs/1611.00568},
eprinttype = {arXiv},
eprint = {1611.00568},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BahulkarSLD0C16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/f1000research/SiwoRTPECF16,
author = {Geoffrey Siwo and
Andrew K. Rider and
Asako Tan and
Richard S. Pinapati and
Scott J. Emrich and
Nitesh V. Chawla and
Michael T. Ferdig},
title = {Prediction of fine-tuned promoter activity from {DNA} sequence},
journal = {F1000Research},
volume = {5},
pages = {158},
year = {2016},
url = {https://doi.org/10.12688/f1000research.7485.1},
doi = {10.12688/F1000RESEARCH.7485.1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/f1000research/SiwoRTPECF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/FeldmanC15,
author = {Keith Feldman and
Nitesh V. Chawla},
title = {Does Medical School Training Relate to Practice? Evidence from Big
Data},
journal = {Big Data},
volume = {3},
number = {2},
pages = {103--113},
year = {2015},
url = {https://doi.org/10.1089/big.2014.0060},
doi = {10.1089/BIG.2014.0060},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/FeldmanC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/FeldmanDC15,
author = {Keith Feldman and
Darcy A. Davis and
Nitesh V. Chawla},
title = {Scaling and contextualizing personalized healthcare: {A} case study
of disease prediction algorithm integration},
journal = {J. Biomed. Informatics},
volume = {57},
pages = {377--385},
year = {2015},
url = {https://doi.org/10.1016/j.jbi.2015.07.017},
doi = {10.1016/J.JBI.2015.07.017},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/FeldmanDC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YangLC15,
author = {Yang Yang and
Ryan N. Lichtenwalter and
Nitesh V. Chawla},
title = {Evaluating link prediction methods},
journal = {Knowl. Inf. Syst.},
volume = {45},
number = {3},
pages = {751--782},
year = {2015},
url = {https://doi.org/10.1007/s10115-014-0789-0},
doi = {10.1007/S10115-014-0789-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/YangLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/NagrechaCB15,
author = {Saurabh Nagrecha and
Nitesh V. Chawla and
Horst Bunke},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {Recurrent Subgraph Prediction},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {416--423},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2809283},
doi = {10.1145/2808797.2809283},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/NagrechaCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/DongJYC15,
author = {Yuxiao Dong and
Reid A. Johnson and
Yang Yang and
Nitesh V. Chawla},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {Collaboration Signatures Reveal Scientific Impact},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {480--487},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2808846},
doi = {10.1145/2808797.2808846},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/DongJYC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birs/FeldmanFWHC15,
author = {Keith Feldman and
Louis Faust and
Xian Wu and
Chao Huang and
Nitesh V. Chawla},
editor = {Andreas Holzinger and
Randy Goebel and
Massimo Ferri and
Vasile Palade},
title = {Beyond Volume: The Impact of Complex Healthcare Data on the Machine
Learning Pipeline},
booktitle = {Towards Integrative Machine Learning and Knowledge Extraction - {BIRS}
Workshop, Banff, AB, Canada, July 24-26, 2015, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10344},
pages = {150--169},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-69775-8\_9},
doi = {10.1007/978-3-319-69775-8\_9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/birs/FeldmanFWHC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AguiarNC15,
author = {Everaldo Aguiar and
Saurabh Nagrecha and
Nitesh V. Chawla},
title = {Predicting online video engagement using clickstreams},
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.2015.7344873},
doi = {10.1109/DSAA.2015.7344873},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AguiarNC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/Chawla15,
author = {Nitesh V. Chawla},
editor = {Jos{\'{e}} Maria Alonso and
Humberto Bustince and
Marek Z. Reformat},
title = {Being a "Dataologist": From Data to Networks to Personalized
Healthcare},
booktitle = {2015 Conference of the International Fuzzy Systems Association and
the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15),
Gij{\'{o}}n, Spain., June 30, 2015},
publisher = {Atlantis Press},
year = {2015},
timestamp = {Thu, 06 Oct 2022 12:30:16 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/Chawla15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongZTCW15,
author = {Yuxiao Dong and
Jing Zhang and
Jie Tang and
Nitesh V. Chawla and
Bai Wang},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {CoupledLP: Link Prediction in Coupled Networks},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {199--208},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783329},
doi = {10.1145/2783258.2783329},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DongZTCW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/NwangangaAAGC15,
author = {Frederick Nwanganga and
Everaldo Aguiar and
G. Alex Ambrose and
Victoria Goodrich and
Nitesh V. Chawla},
editor = {Josh Baron and
Grace Lynch and
Nicole Maziarz and
Paulo Blikstein and
Agathe Merceron and
George Siemens},
title = {Qualitatively exploring electronic portfolios: a text mining approach
to measuring student emotion as an early warning indicator},
booktitle = {Proceedings of the Fifth International Conference on Learning Analytics
And Knowledge, {LAK} '15, Poughkeepsie, NY, USA, March 16-20, 2015},
pages = {422--423},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723576.2723651},
doi = {10.1145/2723576.2723651},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lak/NwangangaAAGC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mass/HuangWC15,
author = {Chao Huang and
Dong Wang and
Nitesh V. Chawla},
title = {Towards Time-Sensitive Truth Discovery in Social Sensing Applications},
booktitle = {12th {IEEE} International Conference on Mobile Ad Hoc and Sensor Systems,
{MASS} 2015, Dallas, TX, USA, October 19-22, 2015},
pages = {154--162},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/MASS.2015.39},
doi = {10.1109/MASS.2015.39},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mass/HuangWC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JohnsonRC15,
author = {Reid A. Johnson and
Troy Raeder and
Nitesh V. Chawla},
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 = {Optimizing Classifiers for Hypothetical Scenarios},
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 = {264--276},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18038-0\_21},
doi = {10.1007/978-3-319-18038-0\_21},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/JohnsonRC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongCTYY15,
author = {Yuxiao Dong and
Nitesh V. Chawla and
Jie Tang and
Yang Yang and
Yang Yang},
editor = {Albert Bifet and
Michael May and
Bianca Zadrozny and
Ricard Gavald{\`{a}} and
Dino Pedreschi and
Francesco Bonchi and
Jaime S. Cardoso and
Myra Spiliopoulou},
title = {The Evolution of Social Relationships and Strategies Across the Lifespan},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9286},
pages = {245--249},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23461-8\_23},
doi = {10.1007/978-3-319-23461-8\_23},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DongCTYY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongJC15,
author = {Yuxiao Dong and
Reid A. Johnson and
Nitesh V. Chawla},
editor = {Albert Bifet and
Michael May and
Bianca Zadrozny and
Ricard Gavald{\`{a}} and
Dino Pedreschi and
Francesco Bonchi and
Jaime S. Cardoso and
Myra Spiliopoulou},
title = {Will This Paper Increase Your h-index?},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9286},
pages = {259--263},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23461-8\_26},
doi = {10.1007/978-3-319-23461-8\_26},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DongJC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongPGNCC15,
author = {Yuxiao Dong and
Fabio Pinelli and
Yiannis Gkoufas and
Zubair Nabi and
Francesco Calabrese and
Nitesh V. Chawla},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge and
Carlos Soares},
title = {Inferring Unusual Crowd Events from Mobile Phone Call Detail Records},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9285},
pages = {474--492},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23525-7\_29},
doi = {10.1007/978-3-319-23525-7\_29},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DongPGNCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/secon/HuangWC15,
author = {Chao Huang and
Dong Wang and
Nitesh V. Chawla},
title = {On spatial-temporal truth finding in social sensing},
booktitle = {12th Annual {IEEE} International Conference on Sensing, Communication,
and Networking, {SECON} 2015, Seattle, WA, USA, June 22-25, 2015},
pages = {151--153},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SAHCN.2015.7338303},
doi = {10.1109/SAHCN.2015.7338303},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/secon/HuangWC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/DongJC15,
author = {Yuxiao Dong and
Reid A. Johnson and
Nitesh V. Chawla},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {Will This Paper Increase Your \emph{h}-index?: Scientific Impact Prediction},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {149--158},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2685314},
doi = {10.1145/2684822.2685314},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/DongJC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/lnsn/2015kc,
editor = {Przemyslaw Kazienko and
Nitesh V. Chawla},
title = {Applications of Social Media and Social Network Analysis},
series = {Lecture Notes in Social Networks},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19003-7},
doi = {10.1007/978-3-319-19003-7},
isbn = {978-3-319-19002-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lnsn/2015kc.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DongPGNCC15,
author = {Yuxiao Dong and
Fabio Pinelli and
Yiannis Gkoufas and
Zubair Nabi and
Francesco Calabrese and
Nitesh V. Chawla},
title = {Inferring Unusual Crowd Events From Mobile Phone Call Detail Records},
journal = {CoRR},
volume = {abs/1504.03643},
year = {2015},
url = {http://arxiv.org/abs/1504.03643},
eprinttype = {arXiv},
eprint = {1504.03643},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DongPGNCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangLC15,
author = {Yang Yang and
Ryan N. Lichtenwalter and
Nitesh V. Chawla},
title = {Evaluating Link Prediction Methods},
journal = {CoRR},
volume = {abs/1505.04094},
year = {2015},
url = {http://arxiv.org/abs/1505.04094},
eprinttype = {arXiv},
eprint = {1505.04094},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuWC15,
author = {Jian Xu and
Thanuka L. Wickramarathne and
Nitesh V. Chawla},
title = {Representing Higher Order Dependencies in Networks},
journal = {CoRR},
volume = {abs/1508.03113},
year = {2015},
url = {http://arxiv.org/abs/1508.03113},
eprinttype = {arXiv},
eprint = {1508.03113},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuWC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangTDMJC15,
author = {Yang Yang and
Jie Tang and
Yuxiao Dong and
Qiaozhu Mei and
Reid A. Johnson and
Nitesh V. Chawla},
title = {Modeling the Interplay Between Individual Behavior and Network Distributions},
journal = {CoRR},
volume = {abs/1511.02562},
year = {2015},
url = {http://arxiv.org/abs/1511.02562},
eprinttype = {arXiv},
eprint = {1511.02562},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangTDMJC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/RiderSEFC14,
author = {Andrew K. Rider and
Geoffrey Siwo and
Scott J. Emrich and
Michael T. Ferdig and
Nitesh V. Chawla},
title = {A supervised learning approach to the ensemble clustering of genes},
journal = {Int. J. Data Min. Bioinform.},
volume = {9},
number = {2},
pages = {199--219},
year = {2014},
url = {https://doi.org/10.1504/IJDMB.2014.059062},
doi = {10.1504/IJDMB.2014.059062},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmb/RiderSEFC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/WickramarathnePMC14,
author = {Thanuka L. Wickramarathne and
Kamal Premaratne and
Manohar N. Murthi and
Nitesh V. Chawla},
title = {Convergence Analysis of Iterated Belief Revision in Complex Fusion
Environments},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {8},
number = {4},
pages = {598--612},
year = {2014},
url = {https://doi.org/10.1109/JSTSP.2014.2314854},
doi = {10.1109/JSTSP.2014.2314854},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/WickramarathnePMC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/solarjla/AguiarACGB14,
author = {Everaldo Aguiar and
G. Alex Ambrose and
Nitesh V. Chawla and
Victoria Goodrich and
Jay B. Brockman},
title = {Engagement vs Performance: Using Electronic Portfolios to Predict
First Semester Engineering Student Persistence},
journal = {J. Learn. Anal.},
volume = {1},
number = {3},
pages = {7--33},
year = {2014},
url = {https://doi.org/10.18608/jla.2014.13.3},
doi = {10.18608/JLA.2014.13.3},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/solarjla/AguiarACGB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/DasguptaFWMWRC14,
author = {Dipanwita Dasgupta and
Keith Feldman and
Disha Waghray and
W. A. Mikels{-}Carrasco and
Patty Willaert and
Debra A. Raybold and
Nitesh V. Chawla},
title = {An integrated and digitized care framework for successful aging},
booktitle = {Proceedings of {IEEE-EMBS} International Conference on Biomedical
and Health Informatics, {BHI} 2014, Valencia, Spain, June 1-4, 2014},
pages = {440--443},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/BHI.2014.6864397},
doi = {10.1109/BHI.2014.6864397},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bhi/DasguptaFWMWRC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/FeldmanC14,
author = {Keith Feldman and
Nitesh V. Chawla},
editor = {Huiru Jane Zheng and
Werner Dubitzky and
Xiaohua Hu and
Jin{-}Kao Hao and
Daniel P. Berrar and
Kwang{-}Hyun Cho and
Yadong Wang and
David R. Gilbert},
title = {Admission duration model for infant treatment {(ADMIT)}},
booktitle = {2014 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2014, Belfast, United Kingdom, November 2-5, 2014},
pages = {583--587},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BIBM.2014.6999225},
doi = {10.1109/BIBM.2014.6999225},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/FeldmanC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PozzoloJCWCB14,
author = {Andrea Dal Pozzolo and
Reid A. Johnson and
Olivier Caelen and
Serge Waterschoot and
Nitesh V. Chawla and
Gianluca Bontempi},
title = {Using {HDDT} to avoid instances propagation in unbalanced and evolving
data streams},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {588--594},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889638},
doi = {10.1109/IJCNN.2014.6889638},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/PozzoloJCWCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongYTYC14,
author = {Yuxiao Dong and
Yang Yang and
Jie Tang and
Yang Yang and
Nitesh V. Chawla},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Inferring user demographics and social strategies in mobile social
networks},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {15--24},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623703},
doi = {10.1145/2623330.2623703},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DongYTYC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuWCGSKDL14,
author = {Jian Xu and
Thanuka L. Wickramarathne and
Nitesh V. Chawla and
Erin K. Grey and
Karsten Steinhaeuser and
Reuben P. Keller and
John M. Drake and
David M. Lodge},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Improving management of aquatic invasions by integrating shipping
network, ecological, and environmental data: data mining for social
good},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1699--1708},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623364},
doi = {10.1145/2623330.2623364},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XuWCGSKDL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/AguiarCBAG14,
author = {Everaldo Aguiar and
Nitesh V. Chawla and
Jay B. Brockman and
G. Alex Ambrose and
Victoria Goodrich},
editor = {Matthew D. Pistilli and
James Willis and
Drew Koch and
Kimberly E. Arnold and
Stephanie D. Teasley and
Abelardo Pardo},
title = {Engagement vs performance: using electronic portfolios to predict
first semester engineering student retention},
booktitle = {Learning Analytics and Knowledge Conference 2014, {LAK} '14, Indianapolis,
IN, USA, March 24-28, 2014},
pages = {103--112},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567574.2567583},
doi = {10.1145/2567574.2567583},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lak/AguiarCBAG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/ChawlaY14,
author = {Nitesh V. Chawla and
Yang Yang},
title = {Link Prediction: {A} Primer},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {813--820},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_365},
doi = {10.1007/978-1-4614-6170-8\_365},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/snam/ChawlaY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuWGSKDCL14,
author = {Jian Xu and
Thanuka L. Wickramarathne and
Erin K. Grey and
Karsten Steinhaeuser and
Reuben P. Keller and
John M. Drake and
Nitesh V. Chawla and
David M. Lodge},
title = {Patterns of Ship-borne Species Spread: {A} Clustering Approach for
Risk Assessment and Management of Non-indigenous Species Spread},
journal = {CoRR},
volume = {abs/1401.5407},
year = {2014},
url = {http://arxiv.org/abs/1401.5407},
eprinttype = {arXiv},
eprint = {1401.5407},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuWGSKDCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DongTCLYW14,
author = {Yuxiao Dong and
Jie Tang and
Nitesh V. Chawla and
Tiancheng Lou and
Yang Yang and
Bai Wang},
title = {Inferring social status and rich club effects in enterprise communication
networks},
journal = {CoRR},
volume = {abs/1404.3708},
year = {2014},
url = {http://arxiv.org/abs/1404.3708},
eprinttype = {arXiv},
eprint = {1404.3708},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DongTCLYW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AguiarNC14,
author = {Everaldo Aguiar and
Saurabh Nagrecha and
Nitesh V. Chawla},
title = {Predicting Online Video Engagement Using Clickstreams},
journal = {CoRR},
volume = {abs/1405.5147},
year = {2014},
url = {http://arxiv.org/abs/1405.5147},
eprinttype = {arXiv},
eprint = {1405.5147},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AguiarNC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangDC14,
author = {Yang Yang and
Yuxiao Dong and
Nitesh V. Chawla},
title = {Predicting Node Degree Centrality with the Node Prominence Profile},
journal = {CoRR},
volume = {abs/1412.2269},
year = {2014},
url = {http://arxiv.org/abs/1412.2269},
eprinttype = {arXiv},
eprint = {1412.2269},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangDC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DongJC14,
author = {Yuxiao Dong and
Reid A. Johnson and
Nitesh V. Chawla},
title = {Will This Paper Increase Your h-index? Scientific Impact Prediction},
journal = {CoRR},
volume = {abs/1412.4754},
year = {2014},
url = {http://arxiv.org/abs/1412.4754},
eprinttype = {arXiv},
eprint = {1412.4754},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DongJC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SrivastavaC13,
author = {Ashok N. Srivastava and
Nitesh V. Chawla},
title = {Special Issue on {CIDU} '11},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {3},
pages = {157},
year = {2013},
url = {https://doi.org/10.1002/sam.11194},
doi = {10.1002/SAM.11194},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SrivastavaC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/DavisLC13,
author = {Darcy A. Davis and
Ryan Lichtenwalter and
Nitesh V. Chawla},
title = {Supervised methods for multi-relational link prediction},
journal = {Soc. Netw. Anal. Min.},
volume = {3},
number = {2},
pages = {127--141},
year = {2013},
url = {https://doi.org/10.1007/s13278-012-0068-6},
doi = {10.1007/S13278-012-0068-6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/DavisLC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/HoensBSC13,
author = {T. Ryan Hoens and
Marina Blanton and
Aaron Steele and
Nitesh V. Chawla},
title = {Reliable medical recommendation systems with patient privacy},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {4},
number = {4},
pages = {67:1--67:31},
year = {2013},
url = {https://doi.org/10.1145/2508037.2508048},
doi = {10.1145/2508037.2508048},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/HoensBSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/NagrechaLC13,
author = {Saurabh Nagrecha and
Pawan Lingras and
Nitesh V. Chawla},
editor = {Ali Selamat and
Ngoc Thanh Nguyen and
Habibollah Haron},
title = {Comparison of Gene Co-expression Networks and Bayesian Networks},
booktitle = {Intelligent Information and Database Systems - 5th Asian Conference,
{ACIIDS} 2013, Kuala Lumpur, Malaysia, March 18-20, 2013, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7802},
pages = {507--516},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-36546-1\_52},
doi = {10.1007/978-3-642-36546-1\_52},
timestamp = {Thu, 16 Mar 2023 20:00:29 +0100},
biburl = {https://dblp.org/rec/conf/aciids/NagrechaLC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/YangCBPP13,
author = {Yang Yang and
Nitesh V. Chawla and
Prithwish Basu and
Bhaskar Prabhala and
Thomas La Porta},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Link prediction in human mobility networks},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {380--387},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492656},
doi = {10.1145/2492517.2492656},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/YangCBPP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/RiderC13,
author = {Andrew K. Rider and
Nitesh V. Chawla},
editor = {Jing Gao},
title = {An Ensemble Topic Model for Sharing Healthcare Data and Predicting
Disease Risk},
booktitle = {{ACM} Conference on Bioinformatics, Computational Biology and Biomedical
Informatics. {ACM-BCB} 2013, Washington, DC, USA, September 22-25,
2013},
pages = {333},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2506583.2506640},
doi = {10.1145/2506583.2506640},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/RiderC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/RiderJDHC13,
author = {Andrew K. Rider and
Reid A. Johnson and
Darcy A. Davis and
T. Ryan Hoens and
Nitesh V. Chawla},
editor = {Allan Tucker and
Frank H{\"{o}}ppner and
Arno Siebes and
Stephen Swift},
title = {Classifier Evaluation with Missing Negative Class Labels},
booktitle = {Advances in Intelligent Data Analysis {XII} - 12th International Symposium,
{IDA} 2013, London, UK, October 17-19, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8207},
pages = {380--391},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41398-8\_33},
doi = {10.1007/978-3-642-41398-8\_33},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ida/RiderJDHC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/milcom/PanditKYUC13,
author = {Saurav Pandit and
Jonathan Koch and
Yang Yang and
Brian Uzzi and
Nitesh V. Chawla},
editor = {Joe Senftle and
Mike Beltrani and
Kari Karwedsky},
title = {Red Black Network: Temporal and Topological Analysis of Two Intertwined
Social Networks},
booktitle = {32th {IEEE} Military Communications Conference, {MILCOM} 2013, San
Diego, CA, USA, November 18-20, 2013},
pages = {719--724},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/MILCOM.2013.128},
doi = {10.1109/MILCOM.2013.128},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/milcom/PanditKYUC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsw/YangCLA13,
author = {Yang Yang and
Nitesh V. Chawla and
Xiaohui Lu and
Sibel Adali},
title = {Prominence in networks: {A} co-evolving process},
booktitle = {Proceedings of the 2nd {IEEE} Network Science Workshop, {NSW} 2013,
April 29 - May 1, 2013, Thayer Hotel, West Point, NY, {USA}},
pages = {58--65},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/NSW.2013.6609195},
doi = {10.1109/NSW.2013.6609195},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nsw/YangCLA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongTLWC13,
author = {Yuxiao Dong and
Jie Tang and
Tiancheng Lou and
Bin Wu and
Nitesh V. Chawla},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {How Long Will She Call Me? Distribution, Social Theory and Duration
Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {16--31},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_2},
doi = {10.1007/978-3-642-40991-2\_2},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DongTLWC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/0008SPCH13,
author = {Yang Yang and
Yizhou Sun and
Saurav Pandit and
Nitesh V. Chawla and
Jiawei Han},
editor = {Tansel {\"{O}}zyer and
Zeki Erdem and
Jon G. Rokne and
Suheil Khoury},
title = {Perspective on Measurement Metrics for Community Detection Algorithms},
booktitle = {Mining Social Networks and Security Informatics},
series = {Lecture Notes in Social Networks},
pages = {227--242},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-94-007-6359-3\_12},
doi = {10.1007/978-94-007-6359-3\_12},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lnsn/0008SPCH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangDC13,
author = {Yang Yang and
Yuxiao Dong and
Nitesh V. Chawla},
title = {Microscopic Evolution of Social Networks by Triad Position Profile},
journal = {CoRR},
volume = {abs/1310.1525},
year = {2013},
url = {http://arxiv.org/abs/1310.1525},
eprinttype = {arXiv},
eprint = {1310.1525},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangDC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CieslakHCK12,
author = {David A. Cieslak and
T. Ryan Hoens and
Nitesh V. Chawla and
W. Philip Kegelmeyer},
title = {Hellinger distance decision trees are robust and skew-insensitive},
journal = {Data Min. Knowl. Discov.},
volume = {24},
number = {1},
pages = {136--158},
year = {2012},
url = {https://doi.org/10.1007/s10618-011-0222-1},
doi = {10.1007/S10618-011-0222-1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/CieslakHCK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/HoensPC12,
author = {T. Ryan Hoens and
Robi Polikar and
Nitesh V. Chawla},
title = {Learning from streaming data with concept drift and imbalance: an
overview},
journal = {Prog. Artif. Intell.},
volume = {1},
number = {1},
pages = {89--101},
year = {2012},
url = {https://doi.org/10.1007/s13748-011-0008-0},
doi = {10.1007/S13748-011-0008-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/HoensPC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Moreno-TorresRACH12,
author = {Jose G. Moreno{-}Torres and
Troy Raeder and
Roc{\'{\i}}o Ala{\'{\i}}z{-}Rodr{\'{\i}}guez and
Nitesh V. Chawla and
Francisco Herrera},
title = {A unifying view on dataset shift in classification},
journal = {Pattern Recognit.},
volume = {45},
number = {1},
pages = {521--530},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2011.06.019},
doi = {10.1016/J.PATCOG.2011.06.019},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/Moreno-TorresRACH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LichtenwalterC12,
author = {Ryan Lichtenwalter and
Nitesh V. Chawla},
title = {Link Prediction: Fair and Effective Evaluation},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
pages = {376--383},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ASONAM.2012.68},
doi = {10.1109/ASONAM.2012.68},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/LichtenwalterC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/ChawlaS12,
author = {Nitesh V. Chawla and
Ashok N. Srivastava},
title = {Foreword},
booktitle = {2012 Conference on Intelligent Data Understanding, {CIDU} 2012, Boulder,
CO, USA, October 24-26, 2012},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIDU.2012.6382173},
doi = {10.1109/CIDU.2012.6382173},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidu/ChawlaS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/JohnsonCH12,
author = {Reid A. Johnson and
Nitesh V. Chawla and
Jessica J. Hellmann},
title = {Species distribution modeling and prediction: {A} class imbalance
problem},
booktitle = {2012 Conference on Intelligent Data Understanding, {CIDU} 2012, Boulder,
CO, USA, October 24-26, 2012},
pages = {9--16},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIDU.2012.6382186},
doi = {10.1109/CIDU.2012.6382186},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/JohnsonCH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DongTWTCRC12,
author = {Yuxiao Dong and
Jie Tang and
Sen Wu and
Jilei Tian and
Nitesh V. Chawla and
Jinghai Rao and
Huanhuan Cao},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Link Prediction and Recommendation across Heterogeneous Social Networks},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {181--190},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.140},
doi = {10.1109/ICDM.2012.140},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DongTWTCRC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PanditYC12,
author = {Saurav Pandit and
Yang Yang and
Nitesh V. Chawla},
editor = {Jilles Vreeken and
Charles Ling and
Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Maximizing Information Spread through Influence Structures in Social
Networks},
booktitle = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Brussels, Belgium, December 10, 2012},
pages = {258--265},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDMW.2012.140},
doi = {10.1109/ICDMW.2012.140},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PanditYC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangCSH12,
author = {Yang Yang and
Nitesh V. Chawla and
Yizhou Sun and
Jiawei Han},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Predicting Links in Multi-relational and Heterogeneous Networks},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {755--764},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.144},
doi = {10.1109/ICDM.2012.144},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangCSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HoensC12,
author = {Thomas Ryan Hoens and
Nitesh V. Chawla},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Learning in non-stationary environments with class imbalance},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {168--176},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339558},
doi = {10.1145/2339530.2339558},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HoensC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JohnsonYARC12,
author = {Reid A. Johnson and
Yang Yang and
Everaldo Aguiar and
Andrew K. Rider and
Nitesh V. Chawla},
editor = {Takashi Washio and
Jun Luo},
title = {{ALIVE:} {A} Multi-relational Link Prediction Environment for the
Healthcare Domain},
booktitle = {Emerging Trends in Knowledge Discovery and Data Mining - {PAKDD} 2012
International Workshops: DMHM, GeoDoc, 3Clust, and DSDM, Kuala Lumpur,
Malaysia, May 29 - June 1, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7769},
pages = {36--46},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-36778-6\_4},
doi = {10.1007/978-3-642-36778-6\_4},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/JohnsonYARC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HoensQCZ12,
author = {T. Ryan Hoens and
Qi Qian and
Nitesh V. Chawla and
Zhi{-}Hua Zhou},
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {Building Decision Trees for the Multi-class Imbalance Problem},
booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7301},
pages = {122--134},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30217-6\_11},
doi = {10.1007/978-3-642-30217-6\_11},
timestamp = {Mon, 17 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/HoensQCZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/SunHAC12,
author = {Yizhou Sun and
Jiawei Han and
Charu C. Aggarwal and
Nitesh V. Chawla},
editor = {Eytan Adar and
Jaime Teevan and
Eugene Agichtein and
Yoelle Maarek},
title = {When will it happen?: relationship prediction in heterogeneous information
networks},
booktitle = {Proceedings of the Fifth International Conference on Web Search and
Web Data Mining, {WSDM} 2012, Seattle, WA, USA, February 8-12, 2012},
pages = {663--672},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2124295.2124373},
doi = {10.1145/2124295.2124373},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/SunHAC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LichtenwalterC12,
author = {Ryan Lichtenwalter and
Nitesh V. Chawla},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Vertex collocation profiles: subgraph counting for link analysis and
prediction},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,
Lyon, France, April 16-20, 2012},
pages = {1019--1028},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187836.2187973},
doi = {10.1145/2187836.2187973},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LichtenwalterC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LichtenwalterC11,
author = {Ryan Lichtenwalter and
Nitesh V. Chawla},
title = {LPmade: Link Prediction Made Easy},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {2489--2492},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2078185},
doi = {10.5555/1953048.2078185},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LichtenwalterC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SrivastavaC11,
author = {Ashok N. Srivastava and
Nitesh V. Chawla},
title = {Special issue on the best papers of the Conference on Intelligent
Data Understanding {(CIDU} 2010)},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {4},
pages = {355--357},
year = {2011},
url = {https://doi.org/10.1002/sam.10131},
doi = {10.1002/SAM.10131},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SrivastavaC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SteinhaeuserCG11,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla and
Auroop R. Ganguly},
title = {Complex networks as a unified framework for descriptive analysis and
predictive modeling in climate science},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {5},
pages = {497--511},
year = {2011},
url = {https://doi.org/10.1002/sam.10100},
doi = {10.1002/SAM.10100},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SteinhaeuserCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/RaederC11,
author = {Troy Raeder and
Nitesh V. Chawla},
title = {Market basket analysis with networks},
journal = {Soc. Netw. Anal. Min.},
volume = {1},
number = {2},
pages = {97--113},
year = {2011},
url = {https://doi.org/10.1007/s13278-010-0003-7},
doi = {10.1007/S13278-010-0003-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/RaederC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/socnet/RaederLHC11,
author = {Troy Raeder and
Omar Lizardo and
David Hachen and
Nitesh V. Chawla},
title = {Predictors of short-term decay of cell phone contacts in a large scale
communication network},
journal = {Soc. Networks},
volume = {33},
number = {4},
pages = {245--257},
year = {2011},
url = {https://doi.org/10.1016/j.socnet.2011.07.002},
doi = {10.1016/J.SOCNET.2011.07.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/socnet/RaederLHC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LichtenwalterC11,
author = {Ryan Lichtenwalter and
Nitesh V. Chawla},
title = {DisNet: {A} Framework for Distributed Graph Computation},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2011, Kaohsiung, Taiwan, 25-27 July 2011},
pages = {263--270},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ASONAM.2011.55},
doi = {10.1109/ASONAM.2011.55},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/LichtenwalterC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/DavisLC11,
author = {Darcy A. Davis and
Ryan Lichtenwalter and
Nitesh V. Chawla},
title = {Multi-relational Link Prediction in Heterogeneous Information Networks},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2011, Kaohsiung, Taiwan, 25-27 July 2011},
pages = {281--288},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ASONAM.2011.107},
doi = {10.1109/ASONAM.2011.107},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/DavisLC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/YangSPCH11,
author = {Yang Yang and
Yizhou Sun and
Saurav Pandit and
Nitesh V. Chawla and
Jiawei Han},
title = {Is Objective Function the Silver Bullet? {A} Case Study of Community
Detection Algorithms on Social Networks},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2011, Kaohsiung, Taiwan, 25-27 July 2011},
pages = {394--397},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ASONAM.2011.111},
doi = {10.1109/ASONAM.2011.111},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/YangSPCH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/PelanSCPG11,
author = {Alex Pelan and
Karsten Steinhaeuser and
Nitesh V. Chawla and
Dilkushi A. de Alwis Pitts and
Auroop R. Ganguly},
title = {Empirical comparison of correlation measures and pruning levels in
complex networks representing the global climate system},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2011, part of the {IEEE} Symposium Series
on Computational Intelligence 2011, April 11-15, 2011, Paris, France},
pages = {239--245},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CIDM.2011.5949305},
doi = {10.1109/CIDM.2011.5949305},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidm/PelanSCPG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/LussierC11,
author = {Jake T. Lussier and
Nitesh V. Chawla},
editor = {Tapio Elomaa and
Jaakko Hollm{\'{e}}n and
Heikki Mannila},
title = {Network Effects on Tweeting},
booktitle = {Discovery Science - 14th International Conference, {DS} 2011, Espoo,
Finland, October 5-7, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6926},
pages = {209--220},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24477-3\_18},
doi = {10.1007/978-3-642-24477-3\_18},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/LussierC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HoensCP11,
author = {T. Ryan Hoens and
Nitesh V. Chawla and
Robi Polikar},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Heuristic Updatable Weighted Random Subspaces for Non-stationary Environments},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {241--250},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.75},
doi = {10.1109/ICDM.2011.75},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HoensCP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/SteinhaeuserCG11,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla and
Auroop R. Ganguly},
editor = {Dieter Pfoser and
Yufei Tao and
Kyriakos Mouratidis and
Mario A. Nascimento and
Mohamed F. Mokbel and
Shashi Shekhar and
Yan Huang},
title = {Comparing Predictive Power in Climate Data: Clustering Matters},
booktitle = {Advances in Spatial and Temporal Databases - 12th International Symposium,
{SSTD} 2011, Minneapolis, MN, USA, August 24-26, 2011, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6849},
pages = {39--55},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22922-0\_4},
doi = {10.1007/978-3-642-22922-0\_4},
timestamp = {Tue, 02 Jan 2024 12:43:46 +0100},
biburl = {https://dblp.org/rec/conf/ssd/SteinhaeuserCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cidu/2011,
editor = {Ashok N. Srivastava and
Nitesh V. Chawla and
Amal Shehan Perera},
title = {Proceedings of the 2011 Conference on Intelligent Data Understanding,
{CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}},
publisher = {{NASA} Ames Research Center},
year = {2011},
url = {https://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1102-1753,
author = {Troy Raeder and
Omar Lizardo and
David Hachen and
Nitesh V. Chawla},
title = {Predictors of short-term decay of cell phone contacts in a large scale
communication network},
journal = {CoRR},
volume = {abs/1102.1753},
year = {2011},
url = {http://arxiv.org/abs/1102.1753},
eprinttype = {arXiv},
eprint = {1102.1753},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1102-1753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-1813,
author = {Kevin W. Bowyer and
Nitesh V. Chawla and
Lawrence O. Hall and
W. Philip Kegelmeyer},
title = {{SMOTE:} Synthetic Minority Over-sampling Technique},
journal = {CoRR},
volume = {abs/1106.1813},
year = {2011},
url = {http://arxiv.org/abs/1106.1813},
eprinttype = {arXiv},
eprint = {1106.1813},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-1813.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-2822,
author = {Nitesh V. Chawla and
David Hachen and
Omar Lizardo and
Zolt{\'{a}}n Toroczkai and
Anthony Strathman and
Cheng Wang},
title = {Weighted reciprocity in human communication networks},
journal = {CoRR},
volume = {abs/1108.2822},
year = {2011},
url = {http://arxiv.org/abs/1108.2822},
eprinttype = {arXiv},
eprint = {1108.2822},
timestamp = {Fri, 29 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-2822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-2047,
author = {Nitesh V. Chawla and
Grigoris I. Karakoulas},
title = {Learning From Labeled And Unlabeled Data: An Empirical Study Across
Techniques And Domains},
journal = {CoRR},
volume = {abs/1109.2047},
year = {2011},
url = {http://arxiv.org/abs/1109.2047},
eprinttype = {arXiv},
eprint = {1109.2047},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-2047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-5382,
author = {M{\'{a}}ria Ercsey{-}Ravasz and
Ryan Lichtenwalter and
Nitesh V. Chawla and
Zolt{\'{a}}n Toroczkai},
title = {Range-limited Centrality Measures in Complex Networks},
journal = {CoRR},
volume = {abs/1111.5382},
year = {2011},
url = {http://arxiv.org/abs/1111.5382},
eprinttype = {arXiv},
eprint = {1111.5382},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-5382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/RiderSCFE10,
author = {Andrew K. Rider and
Geoffrey Siwo and
Nitesh V. Chawla and
Michael T. Ferdig and
Scott J. Emrich},
title = {A statistical approach to finding overlooked genetic associations},
journal = {{BMC} Bioinform.},
volume = {11},
pages = {526},
year = {2010},
url = {https://doi.org/10.1186/1471-2105-11-526},
doi = {10.1186/1471-2105-11-526},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/RiderSCFE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DavisCCB10,
author = {Darcy A. Davis and
Nitesh V. Chawla and
Nicholas A. Christakis and
Albert{-}L{\'{a}}szl{\'{o}} Barab{\'{a}}si},
title = {Time to {CARE:} a collaborative engine for practical disease prediction},
journal = {Data Min. Knowl. Discov.},
volume = {20},
number = {3},
pages = {388--415},
year = {2010},
url = {https://doi.org/10.1007/s10618-009-0156-z},
doi = {10.1007/S10618-009-0156-Z},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/DavisCCB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jois/LichtenwalterLC10,
author = {Ryan Lichtenwalter and
Katerina Lichtenwalter and
Nitesh V. Chawla},
title = {A Machine-Learning Approach to Autonomous Music Composition},
journal = {J. Intell. Syst.},
volume = {19},
number = {2},
pages = {95--124},
year = {2010},
url = {https://doi.org/10.1515/JISYS.2010.19.2.95},
doi = {10.1515/JISYS.2010.19.2.95},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jois/LichtenwalterLC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/SteinhaeuserC10,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla},
title = {Identifying and evaluating community structure in complex networks},
journal = {Pattern Recognit. Lett.},
volume = {31},
number = {5},
pages = {413--421},
year = {2010},
url = {https://doi.org/10.1016/j.patrec.2009.11.001},
doi = {10.1016/J.PATREC.2009.11.001},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/SteinhaeuserC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/SteinhaeuserCG10,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla and
Auroop R. Ganguly},
title = {An exploration of climate data using complex networks},
journal = {{SIGKDD} Explor.},
volume = {12},
number = {1},
pages = {25--32},
year = {2010},
url = {https://doi.org/10.1145/1882471.1882476},
doi = {10.1145/1882471.1882476},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/SteinhaeuserCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ChandolaOGVCGG10,
author = {Varun Chandola and
Olufemi A. Omitaomu and
Auroop R. Ganguly and
Ranga Raju Vatsavai and
Nitesh V. Chawla and
Jo{\~{a}}o Gama and
Mohamed Medhat Gaber},
title = {Knowledge discovery from sensor data (SensorKDD)},
journal = {{SIGKDD} Explor.},
volume = {12},
number = {2},
pages = {50--53},
year = {2010},
url = {https://doi.org/10.1145/1964897.1964911},
doi = {10.1145/1964897.1964911},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/ChandolaOGVCGG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/RiderSEFC10,
author = {Andrew K. Rider and
Geoffrey Siwo and
Scott J. Emrich and
Michael T. Ferdig and
Nitesh V. Chawla},
editor = {Taesung Park and
Stephen Kwok{-}Wing Tsui and
Luonan Chen and
Michael K. Ng and
Limsoon Wong and
Xiaohua Hu},
title = {A supervised learning approach to the unsupervised clustering of genes},
booktitle = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2010, Hong Kong, China, December 18-21, 2010, Proceedings},
pages = {322--328},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/BIBM.2010.5706585},
doi = {10.1109/BIBM.2010.5706585},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/RiderSEFC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/SteinhaeuserCG10,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla and
Auroop R. Ganguly},
editor = {Ashok N. Srivastava and
Nitesh V. Chawla and
Philip S. Yu and
Paul Melby},
title = {Complex Networks In Climate Science: Progress, Opportunities And Challenges},
booktitle = {Proceedings of the 2010 Conference on Intelligent Data Understanding,
{CIDU} 2010, October 5-6, 2010, Mountain View, California, {USA}},
pages = {16--26},
publisher = {{NASA} Ames Research Center},
year = {2010},
url = {http://c3.ndc.nasa.gov/dashlink/resources/224/},
timestamp = {Fri, 07 Jan 2011 22:30:38 +0100},
biburl = {https://dblp.org/rec/conf/cidu/SteinhaeuserCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/LussierRC10,
author = {Jake T. Lussier and
Troy Raeder and
Nitesh V. Chawla},
editor = {P. Sreenivasa Kumar and
Srinivasan Parthasarathy and
Shantanu Godbole},
title = {Digging up the Dirt on User Generated Content Consumption},
booktitle = {Proceedings of the 16th International Conference on Management of
Data, 2010, Nagpur, India},
pages = {155},
publisher = {Allied Publishers},
year = {2010},
url = {http://www.cse.iitb.ac.in/\%7Ecomad/2010/ResearchTrack/paper\%2057.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/LussierRC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RaederHC10,
author = {Troy Raeder and
T. Ryan Hoens and
Nitesh V. Chawla},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Consequences of Variability in Classifier Performance Estimates},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {421--430},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.110},
doi = {10.1109/ICDM.2010.110},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RaederHC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DitzlerPC10,
author = {Gregory Ditzler and
Robi Polikar and
Nitesh V. Chawla},
title = {An Incremental Learning Algorithm for Non-stationary Environments
and Class Imbalance},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {2997--3000},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.734},
doi = {10.1109/ICPR.2010.734},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/DitzlerPC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/HoensBC10,
author = {T. Ryan Hoens and
Marina Blanton and
Nitesh V. Chawla},
editor = {Tiffany C. Veinot and
{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
Gang Luo and
Henrique Andrade and
Neil R. Smalheiser},
title = {Reliable medical recommendation systems with patient privacy},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} 2010, Arlington,
VA, USA, November 11 - 12, 2010, Proceedings},
pages = {173--182},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1882992.1883018},
doi = {10.1145/1882992.1883018},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ihi/HoensBC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/DentinoDC10,
author = {Brian Dentino and
Darcy A. Davis and
Nitesh V. Chawla},
editor = {Tiffany C. Veinot and
{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
Gang Luo and
Henrique Andrade and
Neil R. Smalheiser},
title = {HealthCareND: leveraging {EHR} and {CARE} for prospective healthcare},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} 2010, Arlington,
VA, USA, November 11 - 12, 2010, Proceedings},
pages = {841--844},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1882992.1883121},
doi = {10.1145/1882992.1883121},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ihi/DentinoDC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LichtenwalterLC10,
author = {Ryan Lichtenwalter and
Jake T. Lussier and
Nitesh V. Chawla},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {New perspectives and methods in link prediction},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {243--252},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835837},
doi = {10.1145/1835804.1835837},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LichtenwalterLC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/RaederBCF10,
author = {Troy Raeder and
Marina Blanton and
Nitesh V. Chawla and
Keith B. Frikken},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Privacy-Preserving Network Aggregation},
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 = {198--207},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13657-3\_23},
doi = {10.1007/978-3-642-13657-3\_23},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/RaederBCF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HoensC10,
author = {T. Ryan Hoens and
Nitesh V. Chawla},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Generating Diverse Ensembles to Counter the Problem of Class Imbalance},
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 = {488--499},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_46},
doi = {10.1007/978-3-642-13672-6\_46},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HoensC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/LussierRC10,
author = {Jake T. Lussier and
Troy Raeder and
Nitesh V. Chawla},
editor = {Sun{-}Ki Chai and
John J. Salerno and
Patricia L. Mabry},
title = {User Generated Content Consumption and Social Networking in Knowledge-Sharing
OSNs},
booktitle = {Advances in Social Computing, Third International Conference on Social
Computing, Behavioral Modeling, and Prediction, {SBP} 2010, Bethesda,
MD, USA, March 30-31, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6007},
pages = {228--237},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12079-4\_29},
doi = {10.1007/978-3-642-12079-4\_29},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbp/LussierRC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuCCC10,
author = {Wei Liu and
Sanjay Chawla and
David A. Cieslak and
Nitesh V. Chawla},
title = {A Robust Decision Tree Algorithm for Imbalanced Data Sets},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {766--777},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.67},
doi = {10.1137/1.9781611972801.67},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuCCC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socialcom/HoensBC10,
author = {T. Ryan Hoens and
Marina Blanton and
Nitesh V. Chawla},
editor = {Ahmed K. Elmagarmid and
Divyakant Agrawal},
title = {A Private and Reliable Recommendation System for Social Networks},
booktitle = {Proceedings of the 2010 {IEEE} Second International Conference on
Social Computing, SocialCom / {IEEE} International Conference on Privacy,
Security, Risk and Trust, {PASSAT} 2010, Minneapolis, Minnesota, USA,
August 20-22, 2010},
pages = {816--825},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SocialCom.2010.124},
doi = {10.1109/SOCIALCOM.2010.124},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/socialcom/HoensBC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vizsec/LiaoSC10,
author = {Qi Liao and
Aaron Striegel and
Nitesh V. Chawla},
editor = {John Gerth},
title = {Visualizing graph dynamics and similarity for enterprise network security
and management},
booktitle = {7th International Symposium on Visualization for Cyber Security, VizSec
2010, Ottawa, ON, Canada, September 14, 2010},
pages = {34--45},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1850795.1850799},
doi = {10.1145/1850795.1850799},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vizsec/LiaoSC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dmkdh/Chawla10,
author = {Nitesh V. Chawla},
editor = {Oded Maimon and
Lior Rokach},
title = {Data Mining for Imbalanced Datasets: An Overview},
booktitle = {Data Mining and Knowledge Discovery Handbook, 2nd ed},
pages = {875--886},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-09823-4\_45},
doi = {10.1007/978-0-387-09823-4\_45},
timestamp = {Tue, 25 Feb 2020 11:33:46 +0100},
biburl = {https://dblp.org/rec/reference/dmkdh/Chawla10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cidu/2010,
editor = {Ashok N. Srivastava and
Nitesh V. Chawla and
Philip S. Yu and
Paul Melby},
title = {Proceedings of the 2010 Conference on Intelligent Data Understanding,
{CIDU} 2010, October 5-6, 2010, Mountain View, California, {USA}},
publisher = {{NASA} Ames Research Center},
year = {2010},
url = {http://c3.ndc.nasa.gov/dashlink/resources/220/},
timestamp = {Fri, 07 Jan 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2008sensor,
editor = {Mohamed Medhat Gaber and
Ranga Raju Vatsavai and
Olufemi A. Omitaomu and
Jo{\~{a}}o Gama and
Nitesh V. Chawla and
Auroop R. Ganguly},
title = {Knowledge Discovery from Sensor Data, Second International Workshop,
Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {5840},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12519-5},
doi = {10.1007/978-3-642-12519-5},
isbn = {978-3-642-12518-8},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2008sensor.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2009w,
editor = {Thanaruk Theeramunkong and
Cholwich Nattee and
Paulo J. L. Adeodato and
Nitesh V. Chawla and
Peter Christen and
Philippe Lenca and
Josiah Poon and
Graham J. Williams},
title = {New Frontiers in Applied Data Mining, {PAKDD} 2009 International Workshops,
Bangkok, Thailand, April 27-30, 2009. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5669},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14640-4},
doi = {10.1007/978-3-642-14640-4},
isbn = {978-3-642-14639-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2009w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/TaftESECMTBV09,
author = {Laritza M. Taft and
R. Scott Evans and
Chi{-}Ren Shyu and
Marlene J. Egger and
Nitesh V. Chawla and
Joyce A. Mitchell and
Sidney N. Thornton and
Bruce E. Bray and
Michael W. Varner},
title = {Countering imbalanced datasets to improve adverse drug event predictive
models in labor and delivery},
journal = {J. Biomed. Informatics},
volume = {42},
number = {2},
pages = {356--364},
year = {2009},
url = {https://doi.org/10.1016/j.jbi.2008.09.001},
doi = {10.1016/J.JBI.2008.09.001},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/TaftESECMTBV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RaederC09,
author = {Troy Raeder and
Nitesh V. Chawla},
title = {Model Monitor (\emph{M}\({}^{\mbox{2}}\)): Evaluating, Comparing,
and Monitoring Models},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1387--1390},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755830},
doi = {10.5555/1577069.1755830},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaederC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/CieslakC09,
author = {David A. Cieslak and
Nitesh V. Chawla},
title = {A framework for monitoring classifiers' performance: when and why
failure occurs?},
journal = {Knowl. Inf. Syst.},
volume = {18},
number = {1},
pages = {83--108},
year = {2009},
url = {https://doi.org/10.1007/s10115-008-0139-1},
doi = {10.1007/S10115-008-0139-1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/CieslakC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/OmitaomuVGCGG09,
author = {Olufemi A. Omitaomu and
Ranga Raju Vatsavai and
Auroop R. Ganguly and
Nitesh V. Chawla and
Jo{\~{a}}o Gama and
Mohamed Medhat Gaber},
title = {Knowledge discovery from sensor data (SensorKDD)},
journal = {{SIGKDD} Explor.},
volume = {11},
number = {2},
pages = {84--87},
year = {2009},
url = {https://doi.org/10.1145/1809400.1809417},
doi = {10.1145/1809400.1809417},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/OmitaomuVGCGG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/TangZCK09,
author = {Yuchun Tang and
Yan{-}Qing Zhang and
Nitesh V. Chawla and
Sven Krasser},
title = {SVMs Modeling for Highly Imbalanced Classification},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {39},
number = {1},
pages = {281--288},
year = {2009},
url = {https://doi.org/10.1109/TSMCB.2008.2002909},
doi = {10.1109/TSMCB.2008.2002909},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/TangZCK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/RaederC09,
author = {Troy Raeder and
Nitesh V. Chawla},
editor = {Nasrullah Memon and
Reda Alhajj},
title = {Modeling a Store's Product Space as a Social Network},
booktitle = {2009 International Conference on Advances in Social Network Analysis
and Mining, {ASONAM} 2009, 20-22 July 2009, Athens, Greece},
pages = {164--169},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ASONAM.2009.53},
doi = {10.1109/ASONAM.2009.53},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/RaederC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biocomp/MorcosLCI09,
author = {Faruck Morcos and
Charles Lamanna and
Nitesh V. Chawla and
Jes{\'{u}}s A. Izaguirre},
editor = {Hamid R. Arabnia and
Mary Qu Yang},
title = {Determination of Specificity Residues in Two Component Systems using
Graphlets},
booktitle = {International Conference on Bioinformatics {\&} Computational
Biology, {BIOCOMP} 2009, July 13-16, 2009, Las Vegas Nevada, USA,
2 Volumes},
pages = {860--866},
publisher = {{CSREA} Press},
year = {2009},
timestamp = {Wed, 23 Jan 2013 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/biocomp/MorcosLCI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iicai/LichtenwalterLC09,
author = {Ryan Lichtenwalter and
Katerina Lichtenwalter and
Nitesh V. Chawla},
editor = {Bhanu Prasad and
Pawan Lingras and
Ashwin Ram},
title = {Applying Learning Algorithms to Music Generation},
booktitle = {Proceedings of the 4th Indian International Conference on Artificial
Intelligence, {IICAI} 2009, Tumkur, Karnataka, India, December 16-18,
2009},
pages = {483--502},
publisher = {{IICAI}},
year = {2009},
timestamp = {Fri, 15 Dec 2023 18:26:01 +0100},
biburl = {https://dblp.org/rec/conf/iicai/LichtenwalterLC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SteinhaeuserCG09,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla and
Auroop R. Ganguly},
editor = {Olufemi A. Omitaomu and
Auroop R. Ganguly and
Jo{\~{a}}o Gama and
Ranga Raju Vatsavai and
Nitesh V. Chawla and
Mohamed Medhat Gaber},
title = {An exploration of climate data using complex networks},
booktitle = {Proceedings of the Third International Workshop on Knowledge Discovery
from Sensor Data, Paris, France, June 28, 2009},
pages = {23--31},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1601966.1601973},
doi = {10.1145/1601966.1601973},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SteinhaeuserCG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/McRoskeyNCP09,
author = {Sean McRoskey and
James Notwell and
Nitesh V. Chawla and
Christian Poellabauer},
editor = {Olufemi A. Omitaomu and
Auroop R. Ganguly and
Jo{\~{a}}o Gama and
Ranga Raju Vatsavai and
Nitesh V. Chawla and
Mohamed Medhat Gaber},
title = {Mining in a mobile environment},
booktitle = {Proceedings of the Third International Workshop on Knowledge Discovery
from Sensor Data, Paris, France, June 28, 2009},
pages = {56--60},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1601966.1601977},
doi = {10.1145/1601966.1601977},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/McRoskeyNCP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LichtenwalterC09,
author = {Ryan Lichtenwalter and
Nitesh V. Chawla},
editor = {Thanaruk Theeramunkong and
Cholwich Nattee and
Paulo J. L. Adeodato and
Nitesh V. Chawla and
Peter Christen and
Philippe Lenca and
Josiah Poon and
Graham J. Williams},
title = {Adaptive Methods for Classification in Arbitrarily Imbalanced and
Drifting Data Streams},
booktitle = {New Frontiers in Applied Data Mining, {PAKDD} 2009 International Workshops,
Bangkok, Thailand, April 27-30, 2009. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5669},
pages = {53--75},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-14640-4\_5},
doi = {10.1007/978-3-642-14640-4\_5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LichtenwalterC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2009sensor,
editor = {Olufemi A. Omitaomu and
Auroop R. Ganguly and
Jo{\~{a}}o Gama and
Ranga Raju Vatsavai and
Nitesh V. Chawla and
Mohamed Medhat Gaber},
title = {Proceedings of the Third International Workshop on Knowledge Discovery
from Sensor Data, Paris, France, June 28, 2009},
publisher = {{ACM}},
year = {2009},
isbn = {978-1-60558-668-7},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2009sensor.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ChawlaCHJ08,
author = {Nitesh V. Chawla and
David A. Cieslak and
Lawrence O. Hall and
Ajay Joshi},
title = {Automatically countering imbalance and its empirical relationship
to cost},
journal = {Data Min. Knowl. Discov.},
volume = {17},
number = {2},
pages = {225--252},
year = {2008},
url = {https://doi.org/10.1007/s10618-008-0087-0},
doi = {10.1007/S10618-008-0087-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ChawlaCHJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/LiaoCSC08,
author = {Qi Liao and
David A. Cieslak and
Aaron Striegel and
Nitesh V. Chawla},
title = {Using selective, short-term memory to improve resilience against DDoS
exhaustion attacks},
journal = {Secur. Commun. Networks},
volume = {1},
number = {4},
pages = {287--299},
year = {2008},
url = {https://doi.org/10.1002/sec.22},
doi = {10.1002/SEC.22},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/LiaoCSC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/VatsavaiOGCGG08,
author = {Ranga Raju Vatsavai and
Olufemi A. Omitaomu and
Jo{\~{a}}o Gama and
Nitesh V. Chawla and
Mohamed Medhat Gaber and
Auroop R. Ganguly},
title = {Knowledge discovery from sensor data (SensorKDD)},
journal = {{SIGKDD} Explor.},
volume = {10},
number = {2},
pages = {68--73},
year = {2008},
url = {https://doi.org/10.1145/1540276.1540297},
doi = {10.1145/1540276.1540297},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/VatsavaiOGCGG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DavisCBCB08,
author = {Darcy A. Davis and
Nitesh V. Chawla and
Nicholas Blumm and
Nicholas A. Christakis and
Albert{-}L{\'{a}}szl{\'{o}} Barab{\'{a}}si},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {Predicting individual disease risk based on medical history},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {769--778},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458185},
doi = {10.1145/1458082.1458185},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DavisCBCB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eScience/ThainMBYCF08,
author = {Douglas Thain and
Christopher Moretti and
Hoang Bui and
Li Yu and
Nitesh V. Chawla and
Patrick J. Flynn},
title = {Using Small Abstractions to Program Large Distributed Systems},
booktitle = {Fourth International Conference on e-Science, e-Science 2008, 7-12
December 2008, Indianapolis, IN, {USA}},
pages = {723--724},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/eScience.2008.138},
doi = {10.1109/ESCIENCE.2008.138},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eScience/ThainMBYCF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grid/CieslakCT08,
author = {David A. Cieslak and
Nitesh V. Chawla and
Douglas Thain},
title = {Troubleshooting thousands of jobs on production grids using data mining
techniques},
booktitle = {9th {IEEE/ACM} International Conference on Grid Computing (Grid 2008),
Tsukuba, Japan, September 29 - October 1, 2008},
pages = {217--224},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/GRID.2008.4662802},
doi = {10.1109/GRID.2008.4662802},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/grid/CieslakCT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CieslakC08,
author = {David A. Cieslak and
Nitesh V. Chawla},
title = {Start Globally, Optimize Locally, Predict Globally: Improving Performance
on Imbalanced Data},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {143--152},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.87},
doi = {10.1109/ICDM.2008.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CieslakC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MorettiSTC08,
author = {Christopher Moretti and
Karsten Steinhaeuser and
Douglas Thain and
Nitesh V. Chawla},
title = {Scaling up Classifiers to Cloud Computers},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {472--481},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.99},
doi = {10.1109/ICDM.2008.99},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MorettiSTC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/ChawlaTLC08,
author = {Nitesh V. Chawla and
Douglas Thain and
Ryan Lichtenwalter and
David A. Cieslak},
title = {Data mining on the grid for the grid},
booktitle = {22nd {IEEE} International Symposium on Parallel and Distributed Processing,
{IPDPS} 2008, Miami, Florida USA, April 14-18, 2008},
pages = {1--5},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IPDPS.2008.4536427},
doi = {10.1109/IPDPS.2008.4536427},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/ChawlaTLC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/CieslakC08,
author = {David A. Cieslak and
Nitesh V. Chawla},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Analyzing PETs on Imbalanced Datasets When Training and Testing Class
Distributions Differ},
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 = {519--526},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_46},
doi = {10.1007/978-3-540-68125-0\_46},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/CieslakC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CieslakC08,
author = {David A. Cieslak and
Nitesh V. Chawla},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Learning Decision Trees for Unbalanced Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5211},
pages = {241--256},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87479-9\_34},
doi = {10.1007/978-3-540-87479-9\_34},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CieslakC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmot/PawlingCM07,
author = {Alec Pawling and
Nitesh V. Chawla and
Gregory R. Madey},
title = {Anomaly detection in a mobile communication network},
journal = {Comput. Math. Organ. Theory},
volume = {13},
number = {4},
pages = {407--422},
year = {2007},
url = {https://doi.org/10.1007/s10588-007-9018-7},
doi = {10.1007/S10588-007-9018-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmot/PawlingCM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChawlaB07,
author = {Nitesh V. Chawla and
Kevin W. Bowyer},
title = {Actively Exploring Creation of Face Space(s) for Improved Face Recognition},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {809--814},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-128.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChawlaB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/MalikBC07,
author = {Tanu Malik and
Randal C. Burns and
Nitesh V. Chawla},
title = {A Black-Box Approach to Query Cardinality Estimation},
booktitle = {Third Biennial Conference on Innovative Data Systems Research, {CIDR}
2007, Asilomar, CA, USA, January 7-10, 2007, Online Proceedings},
pages = {56--67},
publisher = {www.cidrdb.org},
year = {2007},
url = {http://cidrdb.org/cidr2007/papers/cidr07p06.pdf},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/MalikBC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/MadeyBCGHLPSSWY07,
author = {Gregory R. Madey and
Albert{-}L{\'{a}}szl{\'{o}} Barab{\'{a}}si and
Nitesh V. Chawla and
Marta C. Gonz{\'{a}}lez and
David Hachen and
Brett Lantz and
Alec Pawling and
Timothy W. Schoenharl and
G{\'{a}}bor Szab{\'{o}} and
Pu Wang and
Ping Yan},
editor = {Yong Shi and
G. Dick van Albada and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Enhanced Situational Awareness: Application of {DDDAS} Concepts to
Emergency and Disaster Management},
booktitle = {Computational Science - {ICCS} 2007, 7th International Conference
Beijing, China, May 27-30, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4487},
pages = {1090--1097},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72584-8\_143},
doi = {10.1007/978-3-540-72584-8\_143},
timestamp = {Tue, 08 Nov 2022 08:34:32 +0100},
biburl = {https://dblp.org/rec/conf/iccS/MadeyBCGHLPSSWY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CieslakC07,
author = {David A. Cieslak and
Nitesh V. Chawla},
title = {Detecting Fractures in Classifier Performance},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {123--132},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.106},
doi = {10.1109/ICDM.2007.106},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CieslakC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/ChawlaS07,
author = {Nitesh V. Chawla and
Jared Sylvester},
editor = {Michal Haindl and
Josef Kittler and
Fabio Roli},
title = {Exploiting Diversity in Ensembles: Improving the Performance on Unbalanced
Datasets},
booktitle = {Multiple Classifier Systems, 7th International Workshop, {MCS} 2007,
Prague, Czech Republic, May 23-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4472},
pages = {397--406},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72523-7\_40},
doi = {10.1007/978-3-540-72523-7\_40},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/ChawlaS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/minenet/ChappleCS07,
author = {Michael J. Chapple and
Nitesh V. Chawla and
Aaron Striegel},
editor = {Subhabrata Sen and
Sambit Sahu},
title = {Authentication anomaly detection: a case study on a virtual private
network},
booktitle = {Proceedings of the 3rd Annual {ACM} Workshop on Mining Network Data,
MineNet 2007, San Diego, California, USA, June 12, 2007},
pages = {17--22},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1269880.1269886},
doi = {10.1145/1269880.1269886},
timestamp = {Wed, 04 May 2022 13:02:27 +0200},
biburl = {https://dblp.org/rec/conf/minenet/ChappleCS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csl/LiuCHSS06,
author = {Yang Liu and
Nitesh V. Chawla and
Mary P. Harper and
Elizabeth Shriberg and
Andreas Stolcke},
title = {A study in machine learning from imbalanced data for sentence boundary
detection in speech},
journal = {Comput. Speech Lang.},
volume = {20},
number = {4},
pages = {468--494},
year = {2006},
url = {https://doi.org/10.1016/j.csl.2005.06.002},
doi = {10.1016/J.CSL.2005.06.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csl/LiuCHSS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/CieslakCS06,
author = {David A. Cieslak and
Nitesh V. Chawla and
Aaron Striegel},
title = {Combating imbalance in network intrusion datasets},
booktitle = {2006 {IEEE} International Conference on Granular Computing, GrC 2006,
Atlanta, Georgia, USA, May 10-12, 2006},
pages = {732--737},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/GRC.2006.1635905},
doi = {10.1109/GRC.2006.1635905},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/grc/CieslakCS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/CieslakTC06,
author = {David A. Cieslak and
Douglas Thain and
Nitesh V. Chawla},
title = {Troubleshooting Distributed Systems via Data Mining},
booktitle = {Proceedings of the 15th {IEEE} International Symposium on High Performance
Distributed Computing, HPDC-15, Paris, France, June 19-23, 2006},
pages = {309--312},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/HPDC.2006.1652163},
doi = {10.1109/HPDC.2006.1652163},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpdc/CieslakTC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SylvesterC06,
author = {Jared Sylvester and
Nitesh V. Chawla},
title = {Evolutionary Ensemble Creation and Thinning},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {5148--5155},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247245},
doi = {10.1109/IJCNN.2006.247245},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SylvesterC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PawlingCC06,
author = {Alec Pawling and
Nitesh V. Chawla and
Amitabh Chaudhary},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Evaluation of Summarization Schemes for Learning in Streams},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {347--358},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_34},
doi = {10.1007/11871637\_34},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PawlingCC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/MalikBCS06,
author = {Tanu Malik and
Randal C. Burns and
Nitesh V. Chawla and
Alexander S. Szalay},
title = {Data management and query - Estimating query result sizes for proxy
caching in scientific database federations},
booktitle = {Proceedings of the {ACM/IEEE} {SC2006} Conference on High Performance
Networking and Computing, November 11-17, 2006, Tampa, FL, {USA}},
pages = {102},
publisher = {{ACM} Press},
year = {2006},
url = {https://doi.org/10.1145/1188455.1188562},
doi = {10.1145/1188455.1188562},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/MalikBCS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/RoobaertKC06,
author = {Danny Roobaert and
Grigoris I. Karakoulas and
Nitesh V. Chawla},
editor = {Isabelle Guyon and
Masoud Nikravesh and
Steve R. Gunn and
Lotfi A. Zadeh},
title = {Information Gain, Correlation and Support Vector Machines},
booktitle = {Feature Extraction - Foundations and Applications},
series = {Studies in Fuzziness and Soft Computing},
volume = {207},
pages = {463--470},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-35488-8\_23},
doi = {10.1007/978-3-540-35488-8\_23},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/06/RoobaertKC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ChawlaK05,
author = {Nitesh V. Chawla and
Grigoris I. Karakoulas},
title = {Learning From Labeled And Unlabeled Data: An Empirical Study Across
Techniques And Domains},
journal = {J. Artif. Intell. Res.},
volume = {23},
pages = {331--366},
year = {2005},
url = {https://doi.org/10.1613/jair.1509},
doi = {10.1613/JAIR.1509},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/ChawlaK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChawlaB05,
author = {Nitesh V. Chawla and
Kevin W. Bowyer},
title = {Random Subspaces and Subsampling for 2-D Face Recognition},
booktitle = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}},
pages = {582--589},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CVPR.2005.286},
doi = {10.1109/CVPR.2005.286},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChawlaB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/ChawlaB05,
author = {Nitesh V. Chawla and
Kevin W. Bowyer},
editor = {Nikunj C. Oza and
Robi Polikar and
Josef Kittler and
Fabio Roli},
title = {Designing Multiple Classifier Systems for Face Recognition},
booktitle = {Multiple Classifier Systems, 6th International Workshop, {MCS} 2005,
Seaside, CA, USA, June 13-15, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3541},
pages = {407--416},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494683\_41},
doi = {10.1007/11494683\_41},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/ChawlaB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcw/Chawla05,
author = {Nitesh V. Chawla},
editor = {Joaquin Qui{\~{n}}onero Candela and
Ido Dagan and
Bernardo Magnini and
Florence d'Alch{\'{e}}{-}Buc},
title = {Many Are Better Than One: Improving Probabilistic Estimates from Decision
Trees},
booktitle = {Machine Learning Challenges, Evaluating Predictive Uncertainty, Visual
Object Classification and Recognizing Textual Entailment, First {PASCAL}
Machine Learning Challenges Workshop, {MLCW} 2005, Southampton, UK,
April 11-13, 2005, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3944},
pages = {41--55},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11736790\_4},
doi = {10.1007/11736790\_4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcw/Chawla05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ChawlaB05,
author = {Nitesh V. Chawla and
Kevin W. Bowyer},
title = {Ensembles in face recognition: tackling the extremes of high dimensionality,
temporality, and variance in data},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Waikoloa, Hawaii, USA, October 10-12, 2005},
pages = {2346--2351},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICSMC.2005.1571499},
doi = {10.1109/ICSMC.2005.1571499},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/ChawlaB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/datamining2005/Chawla05,
author = {Nitesh V. Chawla},
editor = {Oded Maimon and
Lior Rokach},
title = {Data Mining for Imbalanced Datasets: An Overview},
booktitle = {The Data Mining and Knowledge Discovery Handbook},
pages = {853--867},
publisher = {Springer},
year = {2005},
timestamp = {Mon, 05 Sep 2005 12:46:21 +0200},
biburl = {https://dblp.org/rec/books/sp/datamining2005/Chawla05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/RadivojacCDO04,
author = {Predrag Radivojac and
Nitesh V. Chawla and
A. Keith Dunker and
Zoran Obradovic},
title = {Classification and knowledge discovery in protein databases},
journal = {J. Biomed. Informatics},
volume = {37},
number = {4},
pages = {224--239},
year = {2004},
url = {https://doi.org/10.1016/j.jbi.2004.07.008},
doi = {10.1016/J.JBI.2004.07.008},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/RadivojacCDO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChawlaHBK04,
author = {Nitesh V. Chawla and
Lawrence O. Hall and
Kevin W. Bowyer and
W. Philip Kegelmeyer},
title = {Learning Ensembles from Bites: {A} Scalable and Accurate Approach},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {421--451},
year = {2004},
url = {http://jmlr.org/papers/volume5/chawla04a/chawla04a.pdf},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChawlaHBK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ChawlaJK04,
author = {Nitesh V. Chawla and
Nathalie Japkowicz and
Aleksander Kotcz},
title = {Editorial: special issue on learning from imbalanced data sets},
journal = {{SIGKDD} Explor.},
volume = {6},
number = {1},
pages = {1--6},
year = {2004},
url = {https://doi.org/10.1145/1007730.1007733},
doi = {10.1145/1007730.1007733},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/ChawlaJK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ChawlaMHBKS03,
author = {Nitesh V. Chawla and
Thomas E. Moore and
Lawrence O. Hall and
Kevin W. Bowyer and
W. Philip Kegelmeyer and
Clayton Springer},
title = {Distributed learning with bagging-like performance},
journal = {Pattern Recognit. Lett.},
volume = {24},
number = {1-3},
pages = {455--471},
year = {2003},
url = {https://doi.org/10.1016/S0167-8655(02)00269-6},
doi = {10.1016/S0167-8655(02)00269-6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/ChawlaMHBKS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChawlaLHB03,
author = {Nitesh V. Chawla and
Aleksandar Lazarevic and
Lawrence O. Hall and
Kevin W. Bowyer},
editor = {Nada Lavrac and
Dragan Gamberger and
Hendrik Blockeel and
Ljupco Todorovski},
title = {SMOTEBoost: Improving Prediction of the Minority Class in Boosting},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2003, 7th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik,
Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2838},
pages = {107--119},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39804-2\_12},
doi = {10.1007/978-3-540-39804-2\_12},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChawlaLHB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ChawlaBHK02,
author = {Nitesh V. Chawla and
Kevin W. Bowyer and
Lawrence O. Hall and
W. Philip Kegelmeyer},
title = {{SMOTE:} Synthetic Minority Over-sampling Technique},
journal = {J. Artif. Intell. Res.},
volume = {16},
pages = {321--357},
year = {2002},
url = {https://doi.org/10.1613/jair.953},
doi = {10.1613/JAIR.953},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/ChawlaBHK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/EschrichCH02,
author = {Steven Eschrich and
Nitesh V. Chawla and
Lawrence O. Hall},
editor = {Mohammed Javeed Zaki and
Jason Tsong{-}Li Wang and
Hannu Toivonen},
title = {Generalization Methods in Bioinformatics},
booktitle = {Proceedings of the 2nd {ACM} {SIGKDD} Workshop on Data Mining in Bioinformatics
{(BIOKDD} 2002), July 23rd, 2002, Edmonton, Alberta, Canada},
pages = {25--32},
year = {2002},
url = {http://www.cs.rpi.edu/\%7Ezaki/BIOKDD02/05-eschrich.pdf},
timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
biburl = {https://dblp.org/rec/conf/kdd/EschrichCH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/ChawlaHBMK02,
author = {Nitesh V. Chawla and
Lawrence O. Hall and
Kevin W. Bowyer and
Thomas E. Moore and
W. Philip Kegelmeyer},
editor = {Fabio Roli and
Josef Kittler},
title = {Distributed Pasting of Small Votes},
booktitle = {Multiple Classifier Systems, Third International Workshop, {MCS} 2002,
Cagliari, Italy, June 24-26, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2364},
pages = {52--61},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45428-4\_5},
doi = {10.1007/3-540-45428-4\_5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/ChawlaHBMK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChawlaMBHSK01,
author = {Nitesh V. Chawla and
Thomas E. Moore and
Kevin W. Bowyer and
Lawrence O. Hall and
Clayton Springer and
W. Philip Kegelmeyer},
title = {Bagging Is a Small-Data-Set Phenomenon},
booktitle = {2001 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2001), with CD-ROM, 8-14 December 2001, Kauai,
HI, {USA}},
pages = {684--689},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/CVPR.2001.991030},
doi = {10.1109/CVPR.2001.991030},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChawlaMBHSK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChawlaEH01,
author = {Nitesh V. Chawla and
Steven Eschrich and
Lawrence O. Hall},
editor = {Nick Cercone and
Tsau Young Lin and
Xindong Wu},
title = {Creating Ensembles of Classifiers},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
29 November - 2 December 2001, San Jose, California, {USA}},
pages = {580--581},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICDM.2001.989568},
doi = {10.1109/ICDM.2001.989568},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChawlaEH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChawlaMBHSK01,
author = {Nitesh V. Chawla and
Thomas E. Moore and
Kevin W. Bowyer and
Lawrence O. Hall and
Clayton Springer and
W. Philip Kegelmeyer},
editor = {Mohammed Javeed Zaki and
Hannu Toivonen and
Jason Tsong{-}Li Wang},
title = {Investigation of bagging-like effects and decision trees versus neural
nets in protein secondary structure prediction},
booktitle = {Proceedings of the {ACM} {SIGKDD} Workshop on Data Mining in Bioinformatics
{(BIOKDD} 2001)},
pages = {50--59},
year = {2001},
url = {http://www.cs.rpi.edu/\%7Ezaki/BIOKDD01/chawla.ps.gz},
timestamp = {Fri, 23 Aug 2019 14:18:49 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChawlaMBHSK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/BowyerHMCK00,
author = {Kevin W. Bowyer and
Lawrence O. Hall and
Thomas Moore and
Nitesh V. Chawla and
W. Philip Kegelmeyer},
title = {A parallel decision tree builder for mining very large visualization
datasets},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: "Cybernetics Evolving to Systems, Humans, Organizations,
and their Complex Interactions", Sheraton Music City Hotel, Nashville,
Tennessee, USA, 8-11 October 2000},
pages = {1888--1893},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ICSMC.2000.886388},
doi = {10.1109/ICSMC.2000.886388},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/BowyerHMCK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HallCBK99,
author = {Lawrence O. Hall and
Nitesh V. Chawla and
Kevin W. Bowyer and
W. Philip Kegelmeyer},
editor = {Mohammed Javeed Zaki and
Ching{-}Tien Ho},
title = {Learning Rules from Distributed Data},
booktitle = {Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel
{KDD} Systems, SIGKDD, August 15, 1999, San Diego, CA, USA, revised
papers},
series = {Lecture Notes in Computer Science},
volume = {1759},
pages = {211--220},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-46502-2\_11},
doi = {10.1007/3-540-46502-2\_11},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HallCBK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HallCB98,
author = {Lawrence O. Hall and
Nitesh V. Chawla and
Kevin W. Bowyer},
title = {Decision tree learning on very large data sets},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, {SMC} 1998, Hyatt Regency La Jolla, San Diego, California,
USA, October 11-14,1998},
pages = {2579--2584},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/ICSMC.1998.725047},
doi = {10.1109/ICSMC.1998.725047},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/HallCB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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