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ORCIDBibTeX records: Philippe Fournier-Viger
@article{DBLP:journals/apin/OuaremNF24,
author = {Oualid Ouarem and
Farid Nouioua and
Philippe Fournier{-}Viger},
title = {Discovering frequent parallel episodes in complex event sequences
by counting distinct occurrences},
journal = {Appl. Intell.},
volume = {54},
number = {1},
pages = {701--721},
year = {2024},
url = {https://doi.org/10.1007/s10489-023-05187-y},
doi = {10.1007/S10489-023-05187-Y},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/OuaremNF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dase/BooGZF24,
author = {Yee Ling Boo and
Manik Gupta and
Weijia Zhang and
Philippe Fournier{-}Viger},
title = {Special Issue Editorial on "The Innovative Use of Data Science
to Transform How We Work and Live"},
journal = {Data Sci. Eng.},
volume = {9},
number = {1},
pages = {3--4},
year = {2024},
url = {https://doi.org/10.1007/s41019-024-00247-w},
doi = {10.1007/S41019-024-00247-W},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dase/BooGZF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/HeCSFH24,
author = {Yulin He and
Jiaqi Chen and
Jiaxing Shen and
Philippe Fournier{-}Viger and
Joshua Zhexue Huang},
title = {Density estimation-based method to determine sample size for random
sample partition of big data},
journal = {Frontiers Comput. Sci.},
volume = {18},
number = {5},
year = {2024},
url = {https://doi.org/10.1007/s11704-023-2356-x},
doi = {10.1007/S11704-023-2356-X},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/HeCSFH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HuGHPF24,
author = {Kaixia Hu and
Wensheng Gan and
Shan Huang and
Hao Peng and
Philippe Fournier{-}Viger},
title = {Targeted mining of contiguous sequential patterns},
journal = {Inf. Sci.},
volume = {653},
pages = {119791},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2023.119791},
doi = {10.1016/J.INS.2023.119791},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/HuGHPF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/OuaremNF24,
author = {Oualid Ouarem and
Farid Nouioua and
Philippe Fournier{-}Viger},
title = {A survey of episode mining},
journal = {WIREs Data. Mining. Knowl. Discov.},
volume = {14},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/widm.1524},
doi = {10.1002/WIDM.1524},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/OuaremNF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoKDHF24,
author = {Di Zhao and
Yun Sing Koh and
Gillian Dobbie and
Hongsheng Hu and
Philippe Fournier{-}Viger},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Symmetric Self-Paced Learning for Domain Generalization},
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 = {16961--16969},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i15.29639},
doi = {10.1609/AAAI.V38I15.29639},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhaoKDHF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ausdm/2023,
editor = {Diana Benavides{-}Prado and
Sarah M. Erfani and
Philippe Fournier{-}Viger and
Yee Ling Boo and
Yun Sing Koh},
title = {Data Science and Machine Learning - 21st Australasian Conference,
AusDM 2023, Auckland, New Zealand, December 11-13, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1943},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-99-8696-5},
doi = {10.1007/978-981-99-8696-5},
isbn = {978-981-99-8695-8},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/AmiratLFOKG23,
author = {Hanane Amirat and
Nasreddine Lagraa and
Philippe Fournier{-}Viger and
Youcef Ouinten and
Mohammed Lamine Kherfi and
Younes Guellouma},
title = {Incremental tree-based successive {POI} recommendation in location-based
social networks},
journal = {Appl. Intell.},
volume = {53},
number = {7},
pages = {7562--7598},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-03842-4},
doi = {10.1007/S10489-022-03842-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/AmiratLFOKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/AhmedLF23,
author = {Usman Ahmed and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger},
title = {Federated deep active learning for attention-based transaction classification},
journal = {Appl. Intell.},
volume = {53},
number = {8},
pages = {8631--8643},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-04388-1},
doi = {10.1007/S10489-022-04388-1},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/AhmedLF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LefkirNF23,
author = {Mira Lefkir and
Farid Nouioua and
Philippe Fournier{-}Viger},
title = {Hiding sensitive frequent itemsets by item removal via two-level multi-objective
optimization},
journal = {Appl. Intell.},
volume = {53},
number = {9},
pages = {10027--10052},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-03808-6},
doi = {10.1007/S10489-022-03808-6},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LefkirNF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/NawazFALHN23,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Memoona Aslam and
Wenjin Li and
Yulin He and
Xinzheng Niu},
title = {Using alignment-free and pattern mining methods for SARS-CoV-2 genome
analysis},
journal = {Appl. Intell.},
volume = {53},
number = {19},
pages = {21920--21943},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-04618-0},
doi = {10.1007/S10489-023-04618-0},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/NawazFALHN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caaitrit/HeLFHLS23,
author = {Yulin He and
Xu Li and
Philippe Fournier{-}Viger and
Joshua Zhexue Huang and
Mianjie Li and
Salman Salloum},
title = {Observation points classifier ensemble for high-dimensional imbalanced
classification},
journal = {{CAAI} Trans. Intell. Technol.},
volume = {8},
number = {2},
pages = {500--517},
year = {2023},
url = {https://doi.org/10.1049/cit2.12100},
doi = {10.1049/CIT2.12100},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/caaitrit/HeLFHLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caaitrit/HeLZFHS23,
author = {Yulin He and
Xu Li and
Manjing Zhang and
Philippe Fournier{-}Viger and
Joshua Zhexue Huang and
Salman Salloum},
title = {A novel observation points-based positive-unlabeled learning algorithm},
journal = {{CAAI} Trans. Intell. Technol.},
volume = {8},
number = {4},
pages = {1425--1443},
year = {2023},
url = {https://doi.org/10.1049/cit2.12152},
doi = {10.1049/CIT2.12152},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/caaitrit/HeLZFHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/NawazFHZ23,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Yulin He and
Qin Zhang},
title = {{PSAC-PDB:} Analysis and classification of protein structures},
journal = {Comput. Biol. Medicine},
volume = {158},
pages = {106814},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2023.106814},
doi = {10.1016/J.COMPBIOMED.2023.106814},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/NawazFHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/HuangGMHF23,
author = {Shan Huang and
Wensheng Gan and
Jinbao Miao and
Xuming Han and
Philippe Fournier{-}Viger},
title = {Targeted mining of top-k high utility itemsets},
journal = {Eng. Appl. Artif. Intell.},
volume = {126},
number = {Part {D}},
pages = {107047},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.107047},
doi = {10.1016/J.ENGAPPAI.2023.107047},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/HuangGMHF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LunaKFV23,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Rage Uday Kiran and
Philippe Fournier{-}Viger and
Sebasti{\'{a}}n Ventura},
title = {Efficient mining of top-\emph{k} high utility itemsets through genetic
algorithms},
journal = {Inf. Sci.},
volume = {624},
pages = {529--553},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2022.12.092},
doi = {10.1016/J.INS.2022.12.092},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LunaKFV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YeHZFH23,
author = {Xuan Ye and
Yulin He and
Manjing Zhang and
Philippe Fournier{-}Viger and
Joshua Zhexue Huang},
title = {A novel correlation Gaussian process regression-based extreme learning
machine},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {5},
pages = {2017--2042},
year = {2023},
url = {https://doi.org/10.1007/s10115-022-01803-4},
doi = {10.1007/S10115-022-01803-4},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/YeHZFH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/XuXFLYH23,
author = {Guangning Xu and
Di Xian and
Philippe Fournier{-}Viger and
Xutao Li and
Yunming Ye and
Xiuqing Hu},
title = {Correction to: AM-ConvGRU: a spatio-temporal model for typhoon path
prediction},
journal = {Neural Comput. Appl.},
volume = {35},
number = {16},
pages = {12235},
year = {2023},
url = {https://doi.org/10.1007/s00521-022-08032-4},
doi = {10.1007/S00521-022-08032-4},
timestamp = {Mon, 14 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/XuXFLYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/HeYHFH23,
author = {Yulin He and
Xuan Ye and
De{-}Fa Huang and
Philippe Fournier{-}Viger and
Joshua Zhexue Huang},
title = {A Hybrid Method to Measure Distribution Consistency of Mixed-Attribute
Datasets},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {4},
number = {1},
pages = {182--196},
year = {2023},
url = {https://doi.org/10.1109/TAI.2022.3151724},
doi = {10.1109/TAI.2022.3151724},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tai/HeYHFH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/QuFLHH23,
author = {Jun{-}Feng Qu and
Philippe Fournier{-}Viger and
Mengchi Liu and
Bo Hang and
Chunyang Hu},
title = {Mining High Utility Itemsets Using Prefix Trees and Utility Vectors},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {10},
pages = {10224--10236},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2023.3256126},
doi = {10.1109/TKDE.2023.3256126},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/QuFLHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuZLGZFW23,
author = {Youxi Wu and
Xiaoqian Zhao and
Yan Li and
Lei Guo and
Xingquan Zhu and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {OPR-Miner: Order-Preserving Rule Mining for Time Series},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {11},
pages = {11722--11735},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3224963},
doi = {10.1109/TKDE.2022.3224963},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuZLGZFW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/HeYCFLHS23,
author = {Yulin He and
Xuan Ye and
Laizhong Cui and
Philippe Fournier{-}Viger and
Chengwen Luo and
Joshua Zhexue Huang and
Ponnuthurai Nagaratnam Suganthan},
title = {Wireless Network Slice Assignment With Incremental Random Vector Functional
Link Network},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {10},
number = {3},
pages = {1283--1296},
year = {2023},
url = {https://doi.org/10.1109/TNSE.2022.3178740},
doi = {10.1109/TNSE.2022.3178740},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnse/HeYCFLHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cnia/GovanSGF23,
author = {Rodrigue Govan and
Nazha Selmaoui{-}Folcher and
Aristotelis Giannakos and
Philippe Fournier{-}Viger},
title = {Extraction de co-localisations sous contrainte de la structure spatiale},
booktitle = {Conf{\'{e}}rence Nationale en Intelligence Artificielle, {CNIA}
2023, Annual French {AI} Conference, Strasbourg, France, July 3-5,
2023},
publisher = {{PFIA}},
year = {2023},
url = {https://hal.science/CNIA\_2023/hal-04164263v1},
timestamp = {Tue, 17 Oct 2023 16:41:23 +0200},
biburl = {https://dblp.org/rec/conf/cnia/GovanSGF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/GovanSGF23,
author = {Rodrigue Govan and
Nazha Selmaoui{-}Folcher and
Aristotelis Giannakos and
Philippe Fournier{-}Viger},
editor = {Christine Strauss and
Toshiyuki Amagasa and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Co-location Pattern Mining Under the Spatial Structure Constraint},
booktitle = {Database and Expert Systems Applications - 34th International Conference,
{DEXA} 2023, Penang, Malaysia, August 28-30, 2023, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {14146},
pages = {186--193},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39847-6\_13},
doi = {10.1007/978-3-031-39847-6\_13},
timestamp = {Sat, 30 Sep 2023 09:38:52 +0200},
biburl = {https://dblp.org/rec/conf/dexa/GovanSGF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/VeenaLKLFZ23,
author = {Pamalla Veena and
Palla Likhitha and
R. Uday Kiran and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Philippe Fournier{-}Viger and
Koji Zettsu},
title = {Discovering Fuzzy Partial Periodic Patterns in Quantitative Irregular
Multiple Time Series},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ} 2023, Incheon,
Republic of Korea, August 13-17, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/FUZZ52849.2023.10309773},
doi = {10.1109/FUZZ52849.2023.10309773},
timestamp = {Wed, 22 Nov 2023 08:29:10 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/VeenaLKLFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangZ0LZF23,
author = {Wenxi Huang and
Zhangyi Zhao and
Xiaojun Chen and
Mark Junjie Li and
Qin Zhang and
Philippe Fournier{-}Viger},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Multi-modal Chinese Fake News Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {109--117},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00022},
doi = {10.1109/ICDMW60847.2023.00022},
timestamp = {Tue, 13 Feb 2024 13:22:54 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangZ0LZF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/ZhangNFD23,
author = {Xu Zhang and
Xinzheng Niu and
Philippe Fournier{-}Viger and
Xudong Dai},
title = {Image-text Retrieval via Preserving Main Semantics of Vision},
booktitle = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2023,
Brisbane, Australia, July 10-14, 2023},
pages = {1967--1972},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICME55011.2023.00337},
doi = {10.1109/ICME55011.2023.00337},
timestamp = {Tue, 05 Sep 2023 20:33:33 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/ZhangNFD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangSZCFP23,
author = {Qin Zhang and
Zelin Shi and
Xiaolin Zhang and
Xiaojun Chen and
Philippe Fournier{-}Viger and
Shirui Pan},
title = {G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy
Unknowns},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {4576--4583},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/509},
doi = {10.24963/IJCAI.2023/509},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangSZCFP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pais/LefkirNF23,
author = {Mira Lefkir and
Farid Nouioua and
Philippe Fournier{-}Viger},
title = {Heuristic approaches for hiding sensitive frequent itemsets in uncertain
databases},
booktitle = {5th International Conference on Pattern Analysis and Intelligent Systems,
{PAIS} 2023, S{\'{e}}tif, Algeria, October 25-26, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/PAIS60821.2023.10321996},
doi = {10.1109/PAIS60821.2023.10321996},
timestamp = {Sat, 09 Dec 2023 09:49:49 +0100},
biburl = {https://dblp.org/rec/conf/pais/LefkirNF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ChengARSVFS23,
author = {Zhi Cheng and
Landy Andriamampianina and
Franck Ravat and
Jiefu Song and
Nathalie Vall{\`{e}}s{-}Parlangeau and
Philippe Fournier{-}Viger and
Nazha Selmaoui{-}Folcher},
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {Mining Frequent Sequential Subgraph Evolutions in Dynamic Attributed
Graphs},
booktitle = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13936},
pages = {66--78},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33377-4\_6},
doi = {10.1007/978-3-031-33377-4\_6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ChengARSVFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/medi/2022,
editor = {Philippe Fournier{-}Viger and
Ahmed Hassan Yousef and
Ladjel Bellatreche},
title = {Model and Data Engineering: 11th International Conference, {MEDI}
2022, Cairo, Egypt, November 21-24, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13761},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-21595-7},
doi = {10.1007/978-3-031-21595-7},
isbn = {978-3-031-21595-7},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/medi/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11426,
author = {Tai Dinh and
Philippe Fournier{-}Viger and
Huynh Van Hong},
title = {Mining compact high utility sequential patterns},
journal = {CoRR},
volume = {abs/2302.11426},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11426},
doi = {10.48550/ARXIV.2302.11426},
eprinttype = {arXiv},
eprint = {2302.11426},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14510,
author = {Shan Huang and
Wensheng Gan and
Jinbao Miao and
Xuming Han and
Philippe Fournier{-}Viger},
title = {Targeted Mining of Top-k High Utility Itemsets},
journal = {CoRR},
volume = {abs/2303.14510},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14510},
doi = {10.48550/ARXIV.2303.14510},
eprinttype = {arXiv},
eprint = {2303.14510},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10254,
author = {Xu Zhang and
Xinzheng Niu and
Philippe Fournier{-}Viger and
Xudong Dai},
title = {Image-text Retrieval via Preserving Main Semantics of Vision},
journal = {CoRR},
volume = {abs/2304.10254},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10254},
doi = {10.48550/ARXIV.2304.10254},
eprinttype = {arXiv},
eprint = {2304.10254},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05463,
author = {Qin Zhang and
Zelin Shi and
Xiaolin Zhang and
Xiaojun Chen and
Philippe Fournier{-}Viger and
Shirui Pan},
title = {G\({}^{\mbox{2}}\)xy: Generative Open-Set Node Classification on Graphs
with Proxy Unknowns},
journal = {CoRR},
volume = {abs/2308.05463},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.05463},
doi = {10.48550/ARXIV.2308.05463},
eprinttype = {arXiv},
eprint = {2308.05463},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-05463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02612,
author = {Youxi Wu and
Yufei Meng and
Yan Li and
Lei Guo and
Xingquan Zhu and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {Top-k contrast order-preserving pattern mining for time series classification},
journal = {CoRR},
volume = {abs/2310.02612},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02612},
doi = {10.48550/ARXIV.2310.02612},
eprinttype = {arXiv},
eprint = {2310.02612},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09667,
author = {Meng Geng and
Youxi Wu and
Yan Li and
Jing Liu and
Philippe Fournier{-}Viger and
Xingquan Zhu and
Xindong Wu},
title = {Repetitive nonoverlapping sequential pattern mining},
journal = {CoRR},
volume = {abs/2311.09667},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09667},
doi = {10.48550/ARXIV.2311.09667},
eprinttype = {arXiv},
eprint = {2311.09667},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/TruongDLFY22,
author = {Tin C. Truong and
Hai V. Duong and
Bac Le and
Philippe Fournier{-}Viger and
Unil Yun},
title = {Frequent high minimum average utility sequence mining with constraints
in dynamic databases using efficient pruning strategies},
journal = {Appl. Intell.},
volume = {52},
number = {6},
pages = {6106--6128},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02520-1},
doi = {10.1007/S10489-021-02520-1},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/TruongDLFY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/WangWLYFW22,
author = {Yuehua Wang and
Youxi Wu and
Yan Li and
Fang Yao and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {Self-adaptive nonoverlapping sequential pattern mining},
journal = {Appl. Intell.},
volume = {52},
number = {6},
pages = {6646--6661},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02763-y},
doi = {10.1007/S10489-021-02763-Y},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/WangWLYFW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/Fournier-VigerW22,
author = {Philippe Fournier{-}Viger and
Ying Wang and
Peng Yang and
Jerry Chun{-}Wei Lin and
Unil Yun and
Rage Uday Kiran},
title = {{TSPIN:} mining top-k stable periodic patterns},
journal = {Appl. Intell.},
volume = {52},
number = {6},
pages = {6917--6938},
year = {2022},
url = {https://doi.org/10.1007/s10489-020-02181-6},
doi = {10.1007/S10489-020-02181-6},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/Fournier-VigerW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/TruongDLFY22a,
author = {Tin C. Truong and
Hai V. Duong and
Bac Le and
Philippe Fournier{-}Viger and
Unil Yun},
title = {Mining interesting sequences with low average cost and high average
utility},
journal = {Appl. Intell.},
volume = {52},
number = {7},
pages = {7136--7157},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02505-0},
doi = {10.1007/S10489-021-02505-0},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/TruongDLFY22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LinDSF22,
author = {Jerry Chun{-}Wei Lin and
Youcef Djenouri and
Gautam Srivastava and
Philippe Fournier{-}Viger},
title = {Efficient evolutionary computation model of closed high-utility itemset
mining},
journal = {Appl. Intell.},
volume = {52},
number = {9},
pages = {10604--10616},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-03134-3},
doi = {10.1007/S10489-021-03134-3},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/LinDSF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/SongYF22,
author = {Wei Song and
Wei Ye and
Philippe Fournier{-}Viger},
title = {Mining sequential patterns with flexible constraints from {MOOC} data},
journal = {Appl. Intell.},
volume = {52},
number = {14},
pages = {16458--16474},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-03122-7},
doi = {10.1007/S10489-021-03122-7},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/SongYF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/FujitaFA22,
author = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali},
title = {Editorial of special issue on emerging topics in applied intelligence},
journal = {Appl. Intell.},
volume = {52},
number = {15},
pages = {16991--16992},
year = {2022},
url = {https://doi.org/10.1007/s10489-022-03449-9},
doi = {10.1007/S10489-022-03449-9},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/FujitaFA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/NiuZFW22,
author = {Xinzheng Niu and
Yunhong Zheng and
Philippe Fournier{-}Viger and
Bing Wang},
title = {Parallel grid-based density peak clustering of big trajectory data},
journal = {Appl. Intell.},
volume = {52},
number = {15},
pages = {17042--17057},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02757-w},
doi = {10.1007/S10489-021-02757-W},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/NiuZFW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/NawazFNCW22,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Muhammad Zohaib Nawaz and
Guoting Chen and
Youxi Wu},
title = {MalSPM: Metamorphic malware behavior analysis and classification using
sequential pattern mining},
journal = {Comput. Secur.},
volume = {118},
pages = {102741},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2022.102741},
doi = {10.1016/J.COSE.2022.102741},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/NawazFNCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/HeOFHS22,
author = {Yu{-}Lin He and
Guiliang Ou and
Philippe Fournier{-}Viger and
Joshua Zhexue Huang and
Ponnuthurai Nagaratnam Suganthan},
title = {A novel dependency-oriented mixed-attribute data classification method},
journal = {Expert Syst. Appl.},
volume = {199},
pages = {116782},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.116782},
doi = {10.1016/J.ESWA.2022.116782},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/HeOFHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HuynhNVOFY22,
author = {Huy Minh Huynh and
Loan T. T. Nguyen and
Bay Vo and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Philippe Fournier{-}Viger and
Unil Yun},
title = {An efficient parallel algorithm for mining weighted clickstream patterns},
journal = {Inf. Sci.},
volume = {582},
pages = {349--368},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.08.070},
doi = {10.1016/J.INS.2021.08.070},
timestamp = {Mon, 18 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/HuynhNVOFY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/TungNNFNV22,
author = {N. T. Tung and
Loan T. T. Nguyen and
Trinh D. D. Nguyen and
Philippe Fournier{-}Viger and
Ngoc Thanh Nguyen and
Bay Vo},
title = {Efficient mining of cross-level high-utility itemsets in taxonomy
quantitative databases},
journal = {Inf. Sci.},
volume = {587},
pages = {41--62},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.12.017},
doi = {10.1016/J.INS.2021.12.017},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/TungNNFNV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WuYLGFW22,
author = {Youxi Wu and
Zhu Yuan and
Yan Li and
Lei Guo and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {NWP-Miner: Nonoverlapping weak-gap sequential pattern mining},
journal = {Inf. Sci.},
volume = {588},
pages = {124--141},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.12.064},
doi = {10.1016/J.INS.2021.12.064},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/WuYLGFW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WangNFZM22,
author = {Shimin Wang and
Xinzheng Niu and
Philippe Fournier{-}Viger and
Dongmei Zhou and
Fan Min},
title = {A graph based approach for mining significant places in trajectory
data},
journal = {Inf. Sci.},
volume = {609},
pages = {172--194},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.07.046},
doi = {10.1016/J.INS.2022.07.046},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/WangNFZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuFZHN22,
author = {Jiahong Liu and
Philippe Fournier{-}Viger and
Min Zhou and
Ganghuan He and
Mourad Nouioua},
title = {{CSPM:} Discovering compressing stars in attributed graphs},
journal = {Inf. Sci.},
volume = {611},
pages = {126--158},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.08.008},
doi = {10.1016/J.INS.2022.08.008},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiuFZHN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LeTDFF22,
author = {Bac Le and
Tin C. Truong and
Hai V. Duong and
Philippe Fournier{-}Viger and
Hamido Fujita},
title = {{H-FHAUI:} Hiding frequent high average utility itemsets},
journal = {Inf. Sci.},
volume = {611},
pages = {408--431},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.07.027},
doi = {10.1016/J.INS.2022.07.027},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LeTDFF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhangQCGF22,
author = {Xiaojie Zhang and
Yanlin Qi and
Guoting Chen and
Wensheng Gan and
Philippe Fournier{-}Viger},
title = {Fuzzy-driven periodic frequent pattern mining},
journal = {Inf. Sci.},
volume = {618},
pages = {253--269},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.11.009},
doi = {10.1016/J.INS.2022.11.009},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ZhangQCGF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/NguyenLNFTV22,
author = {Ham Nguyen and
Tuong Le and
Minh Nguyen and
Philippe Fournier{-}Viger and
Vincent S. Tseng and
Bay Vo},
title = {Mining frequent weighted utility itemsets in hierarchical quantitative
databases},
journal = {Knowl. Based Syst.},
volume = {237},
pages = {107709},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2021.107709},
doi = {10.1016/J.KNOSYS.2021.107709},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/NguyenLNFTV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WuNFHW22,
author = {Peng Wu and
Xinzheng Niu and
Philippe Fournier{-}Viger and
Cheng Huang and
Bing Wang},
title = {UBP-Miner: An efficient bit based high utility itemset mining algorithm},
journal = {Knowl. Based Syst.},
volume = {248},
pages = {108865},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108865},
doi = {10.1016/J.KNOSYS.2022.108865},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/WuNFHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/DuongLTTLF22,
author = {Hai V. Duong and
Ngan T. H. Le and
Thong Tran and
Tin C. Truong and
Bac Le and
Philippe Fournier{-}Viger},
title = {Efficient algorithms for mining closed and maximal high utility itemsets},
journal = {Knowl. Based Syst.},
volume = {257},
pages = {109921},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.109921},
doi = {10.1016/J.KNOSYS.2022.109921},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/DuongLTTLF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/XuXFLYH22,
author = {Guangning Xu and
Di Xian and
Philippe Fournier{-}Viger and
Xutao Li and
Yunming Ye and
Xiuqing Hu},
title = {AM-ConvGRU: a spatio-temporal model for typhoon path prediction},
journal = {Neural Comput. Appl.},
volume = {34},
number = {8},
pages = {5905--5921},
year = {2022},
url = {https://doi.org/10.1007/s00521-021-06724-x},
doi = {10.1007/S00521-021-06724-X},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/XuXFLYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/HeYHF22,
author = {Yulin He and
Xuan Ye and
Joshua Zhexue Huang and
Philippe Fournier{-}Viger},
title = {Bayesian Attribute Bagging-Based Extreme Learning Machine for High-Dimensional
Classification and Regression},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {2},
pages = {30:1--30:26},
year = {2022},
url = {https://doi.org/10.1145/3495164},
doi = {10.1145/3495164},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/HeYHF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuLLGFZW22,
author = {Youxi Wu and
Lanfang Luo and
Yan Li and
Lei Guo and
Philippe Fournier{-}Viger and
Xingquan Zhu and
Xindong Wu},
title = {NTP-Miner: Nonoverlapping Three-Way Sequential Pattern Mining},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {3},
pages = {51:1--51:21},
year = {2022},
url = {https://doi.org/10.1145/3480245},
doi = {10.1145/3480245},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuLLGFZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmis/NawazFYWS22,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Unil Yun and
Youxi Wu and
Wei Song},
title = {Mining High Utility Itemsets with Hill Climbing and Simulated Annealing},
journal = {{ACM} Trans. Manag. Inf. Syst.},
volume = {13},
number = {1},
pages = {4:1--4:22},
year = {2022},
url = {https://doi.org/10.1145/3462636},
doi = {10.1145/3462636},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmis/NawazFYWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/NawazFH22,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Yulin He},
editor = {Donald A. Adjeroh and
Qi Long and
Xinghua Mindy Shi and
Fei Guo and
Xiaohua Hu and
Srinivas Aluru and
Giri Narasimhan and
Jianxin Wang and
Mingon Kang and
Ananda Mondal and
Jin Liu},
title = {{S-PDB:} Analysis and Classification of SARS-CoV-2 Spike Protein Structures},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2022, Las Vegas, NV, USA, December 6-8, 2022},
pages = {2259--2265},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BIBM55620.2022.9995562},
doi = {10.1109/BIBM55620.2022.9995562},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/NawazFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigda/Fournier-VigerL22,
author = {Philippe Fournier{-}Viger and
Yuechun Li and
M. Saqib Nawaz and
Yulin He},
editor = {Partha Pratim Roy and
Arvind Agarwal and
Tianrui Li and
P. Krishna Reddy and
R. Uday Kiran},
title = {FastTIRP: Efficient Discovery of Time-Interval Related Patterns},
booktitle = {Big Data Analytics - 10th International Conference, {BDA} 2022, Hyderabad,
India, December 19-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13773},
pages = {185--199},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24094-2\_13},
doi = {10.1007/978-3-031-24094-2\_13},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigda/Fournier-VigerL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigda/BelghithFJ22,
author = {Khaled Belghith and
Philippe Fournier{-}Viger and
Jassem Jawadi},
editor = {Partha Pratim Roy and
Arvind Agarwal and
Tianrui Li and
P. Krishna Reddy and
R. Uday Kiran},
title = {Hui2Vec: Learning Transaction Embedding Through High Utility Itemsets},
booktitle = {Big Data Analytics - 10th International Conference, {BDA} 2022, Hyderabad,
India, December 19-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13773},
pages = {211--224},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24094-2\_15},
doi = {10.1007/978-3-031-24094-2\_15},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigda/BelghithFJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/Fournier-VigerG22,
author = {Philippe Fournier{-}Viger and
Wensheng Gan and
Youxi Wu and
Mourad Nouioua and
Wei Song and
Tin C. Truong and
Hai Van Duong},
editor = {Rage Uday Kiran and
Vikram Goyal and
P. Krishna Reddy},
title = {Pattern Mining: Current Challenges and Opportunities},
booktitle = {Database Systems for Advanced Applications. {DASFAA} 2022 International
Workshops - BDMS, BDQM, GDMA, IWBT, MAQTDS, and PMBD, Virtual Event,
April 11-14, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13248},
pages = {34--49},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-11217-1\_3},
doi = {10.1007/978-3-031-11217-1\_3},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/Fournier-VigerG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YinGHWF22,
author = {Zhaowen Yin and
Wensheng Gan and
Gengsen Huang and
Yongdong Wu and
Philippe Fournier{-}Viger},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Constraint-based Sequential Rule Mining},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032452},
doi = {10.1109/DSAA54385.2022.10032452},
timestamp = {Fri, 17 Feb 2023 18:27:26 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YinGHWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiuZFYPN22,
author = {Jiahong Liu and
Min Zhou and
Philippe Fournier{-}Viger and
Menglin Yang and
Lujia Pan and
Mourad Nouioua},
title = {Discovering Representative Attribute-stars via Minimum Description
Length},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {68--80},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00010},
doi = {10.1109/ICDE53745.2022.00010},
timestamp = {Fri, 05 Aug 2022 16:24:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/LiuZFYPN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AlhusainiLFHC22,
author = {Naji Alhusaini and
Jing Li and
Philippe Fournier{-}Viger and
Ammar Hawbani and
Guilin Chen},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Mining High Utility Itemset with Multiple Minimum Utility Thresholds
Based on Utility Deviation},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {490--496},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00071},
doi = {10.1109/ICDMW58026.2022.00071},
timestamp = {Wed, 15 Feb 2023 22:08:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AlhusainiLFHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangLCZPFH22,
author = {Qin Zhang and
Qincai Li and
Xiaojun Chen and
Peng Zhang and
Shirui Pan and
Philippe Fournier{-}Viger and
Joshua Zhexue Huang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {A Dynamic Variational Framework for Open-World Node Classification
in Structured Sequences},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {703--712},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00081},
doi = {10.1109/ICDM54844.2022.00081},
timestamp = {Sun, 27 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangLCZPFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/LikhithaVKZTF22,
author = {Palla Likhitha and
Rage Veena and
Rage Uday Kiran and
Koji Zettsu and
Masashi Toyoda and
Philippe Fournier{-}Viger},
editor = {Mohammad Tanveer and
Sonali Agarwal and
Seiichi Ozawa and
Asif Ekbal and
Adam Jatowt},
title = {UPFP-growth++: An Efficient Algorithm to Find Periodic-Frequent Patterns
in Uncertain Temporal Databases},
booktitle = {Neural Information Processing - 29th International Conference, {ICONIP}
2022, Virtual Event, November 22-26, 2022, Proceedings, Part {V}},
series = {Communications in Computer and Information Science},
volume = {1792},
pages = {182--194},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-99-1642-9\_16},
doi = {10.1007/978-981-99-1642-9\_16},
timestamp = {Thu, 20 Apr 2023 16:11:41 +0200},
biburl = {https://dblp.org/rec/conf/iconip/LikhithaVKZTF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icppw/DuHFH22,
author = {Xueqin Du and
Yulin He and
Philippe Fournier{-}Viger and
Joshua Zhexue Huang},
title = {DenMG: Density-Based Member Generation for Ensemble Clustering},
booktitle = {Workshop Proceedings of the 51st International Conference on Parallel
Processing, {ICPP} Workshops 2022, Bordeaux, France, 29 August 2022
- 1 September 2022},
pages = {24:1--24:7},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3547276.3548520},
doi = {10.1145/3547276.3548520},
timestamp = {Mon, 16 Jan 2023 12:03:13 +0100},
biburl = {https://dblp.org/rec/conf/icppw/DuHFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/ZhangNFW22,
author = {Xu Zhang and
Xinzheng Niu and
Philippe Fournier{-}Viger and
Bing Wang},
editor = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali and
Yinglin Wang},
title = {Two-Stage Traffic Clustering Based on {HNSW}},
booktitle = {Advances and Trends in Artificial Intelligence. Theory and Practices
in Artificial Intelligence - 35th International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems,
{IEA/AIE} 2022, Kitakyushu, Japan, July 19-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13343},
pages = {609--620},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-08530-7\_51},
doi = {10.1007/978-3-031-08530-7\_51},
timestamp = {Fri, 02 Sep 2022 18:51:53 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/ZhangNFW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/FanXZAFF22,
author = {Gaojuan Fan and
Huaiyuan Xiao and
Chongsheng Zhang and
George Almpanidis and
Philippe Fournier{-}Viger and
Hamido Fujita},
editor = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali and
Yinglin Wang},
title = {Parallel High Utility Itemset Mining},
booktitle = {Advances and Trends in Artificial Intelligence. Theory and Practices
in Artificial Intelligence - 35th International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems,
{IEA/AIE} 2022, Kitakyushu, Japan, July 19-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13343},
pages = {819--830},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-08530-7\_69},
doi = {10.1007/978-3-031-08530-7\_69},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/FanXZAFF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/OuHFH22,
author = {Guiliang Ou and
Yulin He and
Philippe Fournier{-}Viger and
Joshua Zhexue Huang},
title = {Auto-Encoding Independent Attribute Transformation for Naive Bayesian
Classifier},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892558},
doi = {10.1109/IJCNN55064.2022.9892558},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/OuHFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhaoKF22,
author = {Di Zhao and
Yun Sing Koh and
Philippe Fournier{-}Viger},
title = {Measuring Drift Severity by Tree Structure Classifiers},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892439},
doi = {10.1109/IJCNN55064.2022.9892439},
timestamp = {Mon, 10 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhaoKF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miwai/NawazFAHWB22,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Naji Alhusaini and
Yulin He and
Youxi Wu and
Debdatta Bhattacharya},
editor = {Olarik Surinta and
Kevin Kam Fung Yuen},
title = {{LCIM:} Mining Low Cost High Utility Itemsets},
booktitle = {Multi-disciplinary Trends in Artificial Intelligence - 15th International
Conference, {MIWAI} 2022, Virtual Event, November 17-19, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13651},
pages = {73--85},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20992-5\_7},
doi = {10.1007/978-3-031-20992-5\_7},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miwai/NawazFAHWB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miwai/Fournier-VigerN22,
author = {Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Yulin He and
Youxi Wu and
Farid Nouioua and
Unil Yun},
editor = {Olarik Surinta and
Kevin Kam Fung Yuen},
title = {MaxFEM: Mining Maximal Frequent Episodes in Complex Event Sequences},
booktitle = {Multi-disciplinary Trends in Artificial Intelligence - 15th International
Conference, {MIWAI} 2022, Virtual Event, November 17-19, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13651},
pages = {86--98},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20992-5\_8},
doi = {10.1007/978-3-031-20992-5\_8},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miwai/Fournier-VigerN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/NawazNHF22,
author = {M. Saqib Nawaz and
Muhammad Zohaib Nawaz and
Osman Hasan and
Philippe Fournier{-}Viger},
editor = {Rong Peng and
Carlos Eduardo Pantoja and
Pankaj Kamthan},
title = {Metaheuristic Algorithms for Proof Searching in {HOL4}},
booktitle = {The 34th International Conference on Software Engineering and Knowledge
Engineering, {SEKE} 2022, {KSIR} Virtual Conference Center, USA, July
1 - July 10, 2022},
pages = {376--381},
publisher = {{KSI} Research Inc.},
year = {2022},
url = {https://doi.org/10.18293/SEKE2022-103},
doi = {10.18293/SEKE2022-103},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/seke/NawazNHF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/swarm/NawazNF22,
author = {M. Saqib Nawaz and
Saleha Noor and
Philippe Fournier{-}Viger},
editor = {Ying Tan and
Yuhui Shi and
Ben Niu},
title = {Reasoning About Order Crossover in Genetic Algorithms},
booktitle = {Advances in Swarm Intelligence - 13th International Conference, {ICSI}
2022, Xi'an, China, July 15-19, 2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13344},
pages = {261--271},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-09677-8\_22},
doi = {10.1007/978-3-031-09677-8\_22},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/swarm/NawazNF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ieaaie/2022,
editor = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali and
Yinglin Wang},
title = {Advances and Trends in Artificial Intelligence. Theory and Practices
in Artificial Intelligence - 35th International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems,
{IEA/AIE} 2022, Kitakyushu, Japan, July 19-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13343},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-08530-7},
doi = {10.1007/978-3-031-08530-7},
isbn = {978-3-031-08529-1},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/medi/2022w,
editor = {Philippe Fournier{-}Viger and
Ahmed Hassan Yousef and
Ladjel Bellatreche and
Ahmed Awad and
Abderrahim Ait Wakrime and
Yassine Ouhammou and
Idir A{\"{\i}}t{-}Sadoune},
title = {Advances in Model and Data Engineering in the Digitalization Era -
{MEDI} 2022 Short Papers and {DETECT} 2022 Workshop Papers, Cairo,
Egypt, November 21-24, 2022, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1751},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23119-3},
doi = {10.1007/978-3-031-23119-3},
isbn = {978-3-031-23118-6},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/medi/2022w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08554,
author = {Jiahong Liu and
Menglin Yang and
Min Zhou and
Shanshan Feng and
Philippe Fournier{-}Viger},
title = {Enhancing Hyperbolic Graph Embeddings via Contrastive Learning},
journal = {CoRR},
volume = {abs/2201.08554},
year = {2022},
url = {https://arxiv.org/abs/2201.08554},
eprinttype = {arXiv},
eprint = {2201.08554},
timestamp = {Thu, 03 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13041,
author = {Wensheng Gan and
Guoting Chen and
Hongzhi Yin and
Philippe Fournier{-}Viger and
Chien{-}Ming Chen and
Philip S. Yu},
title = {Towards Revenue Maximization with Popular and Profitable Products},
journal = {CoRR},
volume = {abs/2202.13041},
year = {2022},
url = {https://arxiv.org/abs/2202.13041},
eprinttype = {arXiv},
eprint = {2202.13041},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12704,
author = {Jiahong Liu and
Min Zhou and
Philippe Fournier{-}Viger and
Menglin Yang and
Lujia Pan and
Mourad Nouioua},
title = {Discovering Representative Attribute-stars via Minimum Description
Length},
journal = {CoRR},
volume = {abs/2204.12704},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12704},
doi = {10.48550/ARXIV.2204.12704},
eprinttype = {arXiv},
eprint = {2204.12704},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06157,
author = {Jinbao Miao and
Wensheng Gan and
Shicheng Wan and
Yongdong Wu and
Philippe Fournier{-}Viger},
title = {Towards Target High-Utility Itemsets},
journal = {CoRR},
volume = {abs/2206.06157},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06157},
doi = {10.48550/ARXIV.2206.06157},
eprinttype = {arXiv},
eprint = {2206.06157},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08932,
author = {Youxi Wu and
Xiaoqian Zhao and
Yan Li and
Lei Guo and
Xingquan Zhu and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {OPR-Miner: Order-preserving rule mining for time series},
journal = {CoRR},
volume = {abs/2209.08932},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08932},
doi = {10.48550/ARXIV.2209.08932},
eprinttype = {arXiv},
eprint = {2209.08932},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LinFTY21,
author = {Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Vincent S. Tseng and
Philip S. Yu},
title = {{IEEE} Access Special Section Editorial: Utility-Pattern Mining: Theoretical
Analytics and Applications},
journal = {{IEEE} Access},
volume = {9},
pages = {16604--16607},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3051446},
doi = {10.1109/ACCESS.2021.3051446},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LinFTY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/FujitaFSA21,
author = {Hamido Fujita and
Philippe Fournier{-}Viger and
Jun Sasaki and
Moonis Ali},
title = {Advances in Theory and Applications of Artificial Intelligence},
journal = {{AI} Mag.},
volume = {42},
number = {1},
pages = {86--87},
year = {2021},
url = {https://ojs.aaai.org/index.php/aimagazine/article/view/7489},
doi = {10.1002/J.2371-9621.2021.TB00015.X},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/FujitaFSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/NawazNHFS21,
author = {M. Saqib Nawaz and
Muhammad Zohaib Nawaz and
Osman Hasan and
Philippe Fournier{-}Viger and
Meng Sun},
title = {Proof searching and prediction in {HOL4} with evolutionary/heuristic
and deep learning techniques},
journal = {Appl. Intell.},
volume = {51},
number = {3},
pages = {1580--1601},
year = {2021},
url = {https://doi.org/10.1007/s10489-020-01837-7},
doi = {10.1007/S10489-020-01837-7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/NawazNHFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LiuNF21,
author = {Xiangyu Liu and
Xinzheng Niu and
Philippe Fournier{-}Viger},
title = {Fast Top-K association rule mining using rule generation property
pruning},
journal = {Appl. Intell.},
volume = {51},
number = {4},
pages = {2077--2093},
year = {2021},
url = {https://doi.org/10.1007/s10489-020-01994-9},
doi = {10.1007/S10489-020-01994-9},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LiuNF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/NawazFSF21,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Abbas Shojaee and
Hamido Fujita},
title = {Using artificial intelligence techniques for {COVID-19} genome analysis},
journal = {Appl. Intell.},
volume = {51},
number = {5},
pages = {3086--3103},
year = {2021},
url = {https://doi.org/10.1007/s10489-021-02193-w},
doi = {10.1007/S10489-021-02193-W},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/NawazFSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/NouiouaFWLG21,
author = {Mourad Nouioua and
Philippe Fournier{-}Viger and
Cheng{-}Wei Wu and
Jerry Chun{-}Wei Lin and
Wensheng Gan},
title = {FHUQI-Miner: Fast high utility quantitative itemset mining},
journal = {Appl. Intell.},
volume = {51},
number = {10},
pages = {6785--6809},
year = {2021},
url = {https://doi.org/10.1007/s10489-021-02204-w},
doi = {10.1007/S10489-021-02204-W},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/NouiouaFWLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/NawazNHFS21,
author = {M. Saqib Nawaz and
Muhammad Zohaib Nawaz and
Osman Hasan and
Philippe Fournier{-}Viger and
Meng Sun},
title = {An evolutionary/heuristic-based proof searching framework for interactive
theorem prover},
journal = {Appl. Soft Comput.},
volume = {104},
pages = {107200},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2021.107200},
doi = {10.1016/J.ASOC.2021.107200},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/NawazNHFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/LinDSYF21,
author = {Jerry Chun{-}Wei Lin and
Youcef Djenouri and
Gautam Srivastava and
Unil Yun and
Philippe Fournier{-}Viger},
title = {A predictive GA-based model for closed high-utility itemset mining},
journal = {Appl. Soft Comput.},
volume = {108},
pages = {107422},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2021.107422},
doi = {10.1016/J.ASOC.2021.107422},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/LinDSYF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/BouakkazOLF21,
author = {Mustapha Bouakkaz and
Youcef Ouinten and
Sabine Loudcher and
Philippe Fournier{-}Viger},
title = {Enhancing link prediction in dynamic networks using content aggregation},
journal = {Clust. Comput.},
volume = {24},
number = {4},
pages = {3055--3063},
year = {2021},
url = {https://doi.org/10.1007/s10586-021-03290-8},
doi = {10.1007/S10586-021-03290-8},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cluster/BouakkazOLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/WuSJFL21,
author = {Jimmy Ming{-}Tai Wu and
Gautam Srivastava and
Alireza Jolfaei and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin},
title = {Hiding sensitive information in eHealth datasets},
journal = {Future Gener. Comput. Syst.},
volume = {117},
pages = {169--180},
year = {2021},
url = {https://doi.org/10.1016/j.future.2020.11.026},
doi = {10.1016/J.FUTURE.2020.11.026},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/WuSJFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/FrndaPDSVFL21,
author = {Jaroslav Frnda and
Michal Pavlicko and
Marek Durica and
Lukas Sevcik and
Miroslav Vozn{\'{a}}k and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin},
title = {A new perceptual evaluation method of video quality based on neural
network},
journal = {Intell. Data Anal.},
volume = {25},
number = {3},
pages = {571--587},
year = {2021},
url = {https://doi.org/10.3233/IDA-205085},
doi = {10.3233/IDA-205085},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/FrndaPDSVFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/KimYKRLFP21,
author = {Jongseong Kim and
Unil Yun and
Hyunsoo Kim and
Taewoong Ryu and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Witold Pedrycz},
title = {Average utility driven data analytics on damped windows for intelligent
systems with data streams},
journal = {Int. J. Intell. Syst.},
volume = {36},
number = {10},
pages = {5741--5769},
year = {2021},
url = {https://doi.org/10.1002/int.22528},
doi = {10.1002/INT.22528},
timestamp = {Tue, 26 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/KimYKRLFP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Fournier-VigerY21,
author = {Philippe Fournier{-}Viger and
Peng Yang and
Rage Uday Kiran and
Sebasti{\'{a}}n Ventura and
Jos{\'{e}} Mar{\'{\i}}a Luna},
title = {Mining local periodic patterns in a discrete sequence},
journal = {Inf. Sci.},
volume = {544},
pages = {519--548},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.09.044},
doi = {10.1016/J.INS.2020.09.044},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/Fournier-VigerY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ShabtayFYD21,
author = {Lior Shabtay and
Philippe Fournier{-}Viger and
Rami Yaari and
Itai Dattner},
title = {A guided FP-Growth algorithm for mining multitude-targeted item-sets
and class association rules in imbalanced data},
journal = {Inf. Sci.},
volume = {553},
pages = {353--375},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.10.020},
doi = {10.1016/J.INS.2020.10.020},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ShabtayFYD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/TruongDLFYF21,
author = {Tin C. Truong and
Hai V. Duong and
Bac Le and
Philippe Fournier{-}Viger and
Unil Yun and
Hamido Fujita},
title = {Efficient algorithms for mining frequent high utility sequences with
constraints},
journal = {Inf. Sci.},
volume = {568},
pages = {239--264},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.01.060},
doi = {10.1016/J.INS.2021.01.060},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/TruongDLFYF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/KimYBKNLF21,
author = {Heonho Kim and
Unil Yun and
Yoonji Baek and
Hyunsoo Kim and
Hyoju Nam and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger},
title = {Damped sliding based utility oriented pattern mining over stream data},
journal = {Knowl. Based Syst.},
volume = {213},
pages = {106653},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2020.106653},
doi = {10.1016/J.KNOSYS.2020.106653},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/KimYBKNLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WuGLGLFZW21,
author = {Youxi Wu and
Meng Geng and
Yan Li and
Lei Guo and
Zhao Li and
Philippe Fournier{-}Viger and
Xingquan Zhu and
Xindong Wu},
title = {HANP-Miner: High average utility nonoverlapping sequential pattern
mining},
journal = {Knowl. Based Syst.},
volume = {229},
pages = {107361},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107361},
doi = {10.1016/J.KNOSYS.2021.107361},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/WuGLGLFZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kybernetes/NoorGSFN21,
author = {Saleha Noor and
Yi Guo and
Syed Hamad Hassan Shah and
Philippe Fournier{-}Viger and
M. Saqib Nawaz},
title = {Analysis of public reactions to the novel Coronavirus {(COVID-19)}
outbreak on Twitter},
journal = {Kybernetes},
volume = {50},
number = {5},
pages = {1633--1653},
year = {2021},
url = {https://doi.org/10.1108/K-05-2020-0258},
doi = {10.1108/K-05-2020-0258},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kybernetes/NoorGSFN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/GanLZFCY21,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Jiexiong Zhang and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {Fast Utility Mining on Sequence Data},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {2},
pages = {487--500},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2020.2970176},
doi = {10.1109/TCYB.2020.2970176},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/GanLZFCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdasci/GanCYFCY21,
author = {Wensheng Gan and
Guoting Chen and
Hongzhi Yin and
Philippe Fournier{-}Viger and
Chien{-}Ming Chen and
Philip S. Yu},
title = {Towards Revenue Maximization with Popular and Profitable Products},
journal = {Trans. Data Sci.},
volume = {2},
number = {4},
pages = {42:1--42:21},
year = {2021},
url = {https://doi.org/10.1145/3488058},
doi = {10.1145/3488058},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdasci/GanCYFCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GanLZYFCY21,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Jiexiong Zhang and
Hongzhi Yin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {Utility Mining Across Multi-Dimensional Sequences},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {82:1--82:24},
year = {2021},
url = {https://doi.org/10.1145/3446938},
doi = {10.1145/3446938},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/GanLZYFCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GanLFCTY21,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Vincent S. Tseng and
Philip S. Yu},
title = {A Survey of Utility-Oriented Pattern Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {4},
pages = {1306--1327},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2942594},
doi = {10.1109/TKDE.2019.2942594},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GanLFCTY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toit/GanLFCY21,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {Beyond Frequency: Utility Mining with Varied Item-specific Minimum
Utility},
journal = {{ACM} Trans. Internet Techn.},
volume = {21},
number = {1},
pages = {3:1--3:32},
year = {2021},
url = {https://doi.org/10.1145/3425498},
doi = {10.1145/3425498},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/toit/GanLFCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/Fournier-VigerC21,
author = {Philippe Fournier{-}Viger and
Yangming Chen and
Farid Nouioua and
Jerry Chun{-}Wei Lin},
editor = {Ngoc Thanh Nguyen and
Suphamit Chittayasothorn and
Dusit Niyato and
Bogdan Trawinski},
title = {Mining Partially-Ordered Episode Rules in an Event Sequence},
booktitle = {Intelligent Information and Database Systems - 13th Asian Conference,
{ACIIDS} 2021, Phuket, Thailand, April 7-10, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12672},
pages = {3--15},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-73280-6\_1},
doi = {10.1007/978-3-030-73280-6\_1},
timestamp = {Thu, 16 Mar 2023 20:00:29 +0100},
biburl = {https://dblp.org/rec/conf/aciids/Fournier-VigerC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/NawazFSLN21,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Wei Song and
Jerry Chun{-}Wei Lin and
Bernd Noack},
editor = {Ngoc Thanh Nguyen and
Suphamit Chittayasothorn and
Dusit Niyato and
Bogdan Trawinski},
title = {Investigating Crossover Operators in Genetic Algorithms for High-Utility
Itemset Mining},
booktitle = {Intelligent Information and Database Systems - 13th Asian Conference,
{ACIIDS} 2021, Phuket, Thailand, April 7-10, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12672},
pages = {16--28},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-73280-6\_2},
doi = {10.1007/978-3-030-73280-6\_2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aciids/NawazFSLN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/NouiouaFGWLN22,
author = {Mourad Nouioua and
Philippe Fournier{-}Viger and
Wensheng Gan and
Youxi Wu and
Jerry Chun{-}Wei Lin and
Farid Nouioua},
editor = {Bohan Li and
Lin Yue and
Jing Jiang and
Weitong Chen and
Xue Li and
Guodong Long and
Fei Fang and
Han Yu},
title = {{TKQ:} Top-K Quantitative High Utility Itemset Mining},
booktitle = {Advanced Data Mining and Applications - 17th International Conference,
{ADMA} 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13088},
pages = {16--28},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95408-6\_2},
doi = {10.1007/978-3-030-95408-6\_2},
timestamp = {Sun, 28 May 2023 00:01:44 +0200},
biburl = {https://dblp.org/rec/conf/adma/NouiouaFGWLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KiranPLFTR21,
author = {R. Uday Kiran and
Pradeep Pallikila and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Philippe Fournier{-}Viger and
Masashi Toyoda and
P. Krishna Reddy},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Discovering Relative High Utility Itemsets in Very Large Transactional
Databases Using Null-Invariant Measure},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {252--262},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9672064},
doi = {10.1109/BIGDATA52589.2021.9672064},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/KiranPLFTR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/ChenFNW21,
author = {Yangming Chen and
Philippe Fournier{-}Viger and
Farid Nouioua and
Youxi Wu},
editor = {Matteo Golfarelli and
Robert Wrembel and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Mining Partially-Ordered Episode Rules with the Head Support},
booktitle = {Big Data Analytics and Knowledge Discovery - 23rd International Conference,
DaWaK 2021, Virtual Event, September 27-30, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12925},
pages = {266--271},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86534-4\_26},
doi = {10.1007/978-3-030-86534-4\_26},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/ChenFNW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/HossainWFL0L21,
author = {Md. Motaher Hossain and
Youxi Wu and
Philippe Fournier{-}Viger and
Zhao Li and
Lei Guo and
Yan Li},
editor = {Lei Chen and
Baltasar Fern{\'{a}}ndez{-}Manj{\'{o}}n},
title = {HSNP-Miner: High Utility Self-Adaptive Nonoverlapping Pattern Mining},
booktitle = {2021 {IEEE} International Conference on Big Knowledge, {ICBK} 2021,
Auckland, New Zealand, December 7-8, 2021},
pages = {70--77},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICKG52313.2021.00019},
doi = {10.1109/ICKG52313.2021.00019},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbk/HossainWFL0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/OuaremNF21,
author = {Oualid Ouarem and
Farid Nouioua and
Philippe Fournier{-}Viger},
editor = {Hamido Fujita and
Ali Selamat and
Jerry Chun{-}Wei Lin and
Moonis Ali},
title = {Mining Episode Rules from Event Sequences Under Non-overlapping Frequency},
booktitle = {Advances and Trends in Artificial Intelligence. Artificial Intelligence
Practices - 34th International Conference on Industrial, Engineering
and Other Applications of Applied Intelligent Systems, {IEA/AIE} 2021,
Kuala Lumpur, Malaysia, July 26-29, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12798},
pages = {73--85},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-79457-6\_7},
doi = {10.1007/978-3-030-79457-6\_7},
timestamp = {Mon, 19 Jul 2021 18:50:02 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/OuaremNF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/NawazFNWL21,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Xinzheng Niu and
Youxi Wu and
Jerry Chun{-}Wei Lin},
editor = {Hamido Fujita and
Ali Selamat and
Jerry Chun{-}Wei Lin and
Moonis Ali},
title = {{COVID-19} Genome Analysis Using Alignment-Free Methods},
booktitle = {Advances and Trends in Artificial Intelligence. Artificial Intelligence
Practices - 34th International Conference on Industrial, Engineering
and Other Applications of Applied Intelligent Systems, {IEA/AIE} 2021,
Kuala Lumpur, Malaysia, July 26-29, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12798},
pages = {316--328},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-79457-6\_28},
doi = {10.1007/978-3-030-79457-6\_28},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/NawazFNWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/ChenNFWW21,
author = {Dongzi Chen and
Xinzheng Niu and
Philippe Fournier{-}Viger and
Wenxin Wu and
Bing Wang},
editor = {Hamido Fujita and
Ali Selamat and
Jerry Chun{-}Wei Lin and
Moonis Ali},
title = {Map-Matching Based on {HMM} for Urban Traffic},
booktitle = {Advances and Trends in Artificial Intelligence. From Theory to Practice
- 34th International Conference on Industrial, Engineering and Other
Applications of Applied Intelligent Systems, {IEA/AIE} 2021, Kuala
Lumpur, Malaysia, July 26-29, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12799},
pages = {462--473},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-79463-7\_39},
doi = {10.1007/978-3-030-79463-7\_39},
timestamp = {Mon, 19 Jul 2021 18:50:02 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/ChenNFWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/AhmedLSF21,
author = {Usman Ahmed and
Jerry Chun{-}Wei Lin and
Gautam Srivastava and
Philippe Fournier{-}Viger},
editor = {Hamido Fujita and
Ali Selamat and
Jerry Chun{-}Wei Lin and
Moonis Ali},
title = {A Transaction Classification Model of Federated Learning},
booktitle = {Advances and Trends in Artificial Intelligence. Artificial Intelligence
Practices - 34th International Conference on Industrial, Engineering
and Other Applications of Applied Intelligent Systems, {IEA/AIE} 2021,
Kuala Lumpur, Malaysia, July 26-29, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12798},
pages = {509--518},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-79457-6\_43},
doi = {10.1007/978-3-030-79457-6\_43},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/AhmedLSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/HackmanHFT21,
author = {Acquah Hackman and
Yu Huang and
Philippe Fournier{-}Viger and
Vincent S. Tseng},
editor = {Eric Pardede and
Maria Indrawan{-}Santiago and
Pari Delir Haghighi and
Matthias Steinbauer and
Ismail Khalil and
Gabriele Kotsis},
title = {Stable High Utility Itemset Mining},
booktitle = {iiWAS2021: The 23rd International Conference on Information Integration
and Web Intelligence, Linz, Austria, 29 November 2021 - 1 December
2021},
pages = {296--302},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3487664.3487704},
doi = {10.1145/3487664.3487704},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iiwas/HackmanHFT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/ChenFNW21,
author = {Yangming Chen and
Philippe Fournier{-}Viger and
Farid Nouioua and
Youxi Wu},
title = {Sequence Prediction using Partially-Ordered Episode Rules},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {574--580},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00076},
doi = {10.1109/ICDMW53433.2021.00076},
timestamp = {Fri, 28 Jan 2022 14:58:53 +0100},
biburl = {https://dblp.org/rec/conf/incdm/ChenFNW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/NouiouaFQLGS21,
author = {Mourad Nouioua and
Philippe Fournier{-}Viger and
Jun{-}Feng Qu and
Jerry Chun{-}Wei Lin and
Wensheng Gan and
Wei Song},
title = {CHUQI-Miner: Mining Correlated Quantitative High Utility Itemsets},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {599--606},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00079},
doi = {10.1109/ICDMW53433.2021.00079},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/NouiouaFQLGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispacs/AhmedLFC21,
author = {Usman Ahmed and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Chien{-}Fu Cheng},
title = {Privacy-Preserving Periodic Frequent Pattern Model in AIoT Applications},
booktitle = {International Symposium on Intelligent Signal Processing and Communication
Systems, {ISPACS} 2021, Hualien City, Taiwan, November 16-19, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISPACS51563.2021.9651132},
doi = {10.1109/ISPACS51563.2021.9651132},
timestamp = {Wed, 12 Jan 2022 09:10:22 +0100},
biburl = {https://dblp.org/rec/conf/ispacs/AhmedLFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kse/HuynhDTLF21,
author = {Hanh{-}Thong Huynh and
Hai V. Duong and
Tin C. Truong and
Bac Le and
Philippe Fournier{-}Viger},
editor = {Thanaruk Theeramunkong and
Nguyen Thanh Thuy and
Le Minh Nguyen and
Thepchai Supnithi and
Lam Thu Bui and
Yoshihiro Miyake and
Teeradaj Racharak and
Kiyota Hashimoto and
Thaweesak Yingthawornsuk},
title = {Mining High Utility Sequences with a Novel Utility Function},
booktitle = {13th International Conference on Knowledge and Systems Engineering,
{KSE} 2021, Bangkok, Thailand, November 10-12, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/KSE53942.2021.9648660},
doi = {10.1109/KSE53942.2021.9648660},
timestamp = {Fri, 17 Nov 2023 08:06:20 +0100},
biburl = {https://dblp.org/rec/conf/kse/HuynhDTLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NawazFNCW21,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Muhammad Zohaib Nawaz and
Guoting Chen and
Youxi Wu},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Metamorphic Malware Behavior Analysis Using Sequential Pattern Mining},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {90--103},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_6},
doi = {10.1007/978-3-030-93733-1\_6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NawazFNCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Fournier-VigerN21,
author = {Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Wei Song and
Wensheng Gan},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Machine Learning for Intelligent Industrial Design},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {158--172},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_11},
doi = {10.1007/978-3-030-93733-1\_11},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Fournier-VigerN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/SongZF21,
author = {Wei Song and
Chuanlong Zheng and
Philippe Fournier{-}Viger},
editor = {Duc Nghia Pham and
Thanaruk Theeramunkong and
Guido Governatori and
Fenrong Liu},
title = {Mining Skyline Frequent-Utility Itemsets with Utility Filtering},
booktitle = {{PRICAI} 2021: Trends in Artificial Intelligence - 18th Pacific Rim
International Conference on Artificial Intelligence, {PRICAI} 2021,
Hanoi, Vietnam, November 8-12, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13031},
pages = {411--424},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-89188-6\_31},
doi = {10.1007/978-3-030-89188-6\_31},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pricai/SongZF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/swarm/Nawaz0F21,
author = {M. Saqib Nawaz and
Meng Sun and
Philippe Fournier{-}Viger},
editor = {Ying Tan and
Yuhui Shi},
title = {Proof Searching in {PVS} Theorem Prover Using Simulated Annealing},
booktitle = {Advances in Swarm Intelligence - 12th International Conference, {ICSI}
2021, Qingdao, China, July 17-21, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12690},
pages = {253--262},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78811-7\_24},
doi = {10.1007/978-3-030-78811-7\_24},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/swarm/Nawaz0F21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w1,
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2},
doi = {10.1007/978-3-030-93736-2},
isbn = {978-3-030-93735-5},
timestamp = {Sat, 12 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2021-w1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w2,
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1},
doi = {10.1007/978-3-030-93733-1},
isbn = {978-3-030-93732-4},
timestamp = {Sat, 12 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2021-w2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LinLFDZ20,
author = {Jerry Chun{-}Wei Lin and
Yuanfa Li and
Philippe Fournier{-}Viger and
Youcef Djenouri and
Ji Zhang},
title = {Efficient Chain Structure for High-Utility Sequential Pattern Mining},
journal = {{IEEE} Access},
volume = {8},
pages = {40714--40722},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2976662},
doi = {10.1109/ACCESS.2020.2976662},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LinLFDZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/VoNNFY20,
author = {Bay Vo and
Loan T. T. Nguyen and
Trinh D. D. Nguyen and
Philippe Fournier{-}Viger and
Unil Yun},
title = {A Multi-Core Approach to Efficiently Mining High-Utility Itemsets
in Dynamic Profit Databases},
journal = {{IEEE} Access},
volume = {8},
pages = {85890--85899},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2992729},
doi = {10.1109/ACCESS.2020.2992729},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/VoNNFY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/NawazF020,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Ji Zhang},
title = {Proof Learning in {PVS} With Utility Pattern Mining},
journal = {{IEEE} Access},
volume = {8},
pages = {119806--119818},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3004199},
doi = {10.1109/ACCESS.2020.3004199},
timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/NawazF020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LunaFV20,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Philippe Fournier{-}Viger and
Sebasti{\'{a}}n Ventura},
title = {Extracting User-Centric Knowledge on Two Different Spaces: Concepts
and Records},
journal = {{IEEE} Access},
volume = {8},
pages = {134782--134799},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3010852},
doi = {10.1109/ACCESS.2020.3010852},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LunaFV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiLFNYL20,
author = {Xiang Li and
Jiaxuan Li and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Jie Yao and
Jerry Chun{-}Wei Lin},
title = {Mining Productive Itemsets in Dynamic Databases},
journal = {{IEEE} Access},
volume = {8},
pages = {140122--140144},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3012817},
doi = {10.1109/ACCESS.2020.3012817},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LiLFNYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/Fournier-VigerY20,
author = {Philippe Fournier{-}Viger and
Peng Yang and
Zhitian Li and
Jerry Chun{-}Wei Lin and
Rage Uday Kiran},
title = {Discovering rare correlated periodic patterns in multiple sequences},
journal = {Data Knowl. Eng.},
volume = {126},
pages = {101733},
year = {2020},
url = {https://doi.org/10.1016/j.datak.2019.101733},
doi = {10.1016/J.DATAK.2019.101733},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/Fournier-VigerY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/WinLCFL20,
author = {Khin Nandar Win and
Kenli Li and
Jianguo Chen and
Philippe Fournier{-}Viger and
Keqin Li},
title = {Fingerprint classification and identification algorithms for criminal
investigation: {A} survey},
journal = {Future Gener. Comput. Syst.},
volume = {110},
pages = {758--771},
year = {2020},
url = {https://doi.org/10.1016/j.future.2019.10.019},
doi = {10.1016/J.FUTURE.2019.10.019},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/WinLCFL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/KimYYLF20,
author = {Jongseong Kim and
Unil Yun and
Eunchul Yoon and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger},
title = {One scan based high average-utility pattern mining in static and dynamic
databases},
journal = {Future Gener. Comput. Syst.},
volume = {111},
pages = {143--158},
year = {2020},
url = {https://doi.org/10.1016/j.future.2020.04.027},
doi = {10.1016/J.FUTURE.2020.04.027},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/KimYYLF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/igpl/Fournier-VigerZ20,
author = {Philippe Fournier{-}Viger and
Yimin Zhang and
Jerry Chun{-}Wei Lin and
Duy{-}Tai Dinh and
Hoai Bac Le},
title = {Mining correlated high-utility itemsets using various measures},
journal = {Log. J. {IGPL}},
volume = {28},
number = {1},
pages = {19--32},
year = {2020},
url = {https://doi.org/10.1093/jigpal/jzz068},
doi = {10.1093/JIGPAL/JZZ068},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/igpl/Fournier-VigerZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/TruongDLF20,
author = {Tin C. Truong and
Hai V. Duong and
Bac Le and
Philippe Fournier{-}Viger},
title = {{EHAUSM:} An efficient algorithm for high average utility sequence
mining},
journal = {Inf. Sci.},
volume = {515},
pages = {302--323},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2019.11.018},
doi = {10.1016/J.INS.2019.11.018},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/TruongDLF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/AmiratLFO20,
author = {Hanane Amirat and
Nasreddine Lagraa and
Philippe Fournier{-}Viger and
Youcef Ouinten},
title = {NextRoute: a lossless model for accurate mobility prediction},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {11},
number = {7},
pages = {2661--2681},
year = {2020},
url = {https://doi.org/10.1007/s12652-019-01327-w},
doi = {10.1007/S12652-019-01327-W},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaihc/AmiratLFO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LinLPZF20,
author = {Jerry Chun{-}Wei Lin and
Ting Li and
Matin Pirouz and
Ji Zhang and
Philippe Fournier{-}Viger},
title = {High average-utility sequential pattern mining based on uncertain
databases},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {3},
pages = {1199--1228},
year = {2020},
url = {https://doi.org/10.1007/s10115-019-01385-8},
doi = {10.1007/S10115-019-01385-8},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/LinLPZF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Fournier-VigerL20,
author = {Philippe Fournier{-}Viger and
Jiaxuan Li and
Jerry Chun{-}Wei Lin and
Tin Truong{-}Chi and
R. Uday Kiran},
title = {Mining cost-effective patterns in event logs},
journal = {Knowl. Based Syst.},
volume = {191},
pages = {105241},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.105241},
doi = {10.1016/J.KNOSYS.2019.105241},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/Fournier-VigerL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/QuFLHW20,
author = {Jun{-}Feng Qu and
Philippe Fournier{-}Viger and
Mengchi Liu and
Bo Hang and
Feng Wang},
title = {Mining high utility itemsets using extended chain structure and utility
machine},
journal = {Knowl. Based Syst.},
volume = {208},
pages = {106457},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.106457},
doi = {10.1016/J.KNOSYS.2020.106457},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/QuFLHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/GanLFCY20,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {{HUOPM:} High-Utility Occupancy Pattern Mining},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {3},
pages = {1195--1208},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2019.2896267},
doi = {10.1109/TCYB.2019.2896267},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/GanLFCY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/BaekYYF20,
author = {Yoonji Baek and
Unil Yun and
Eunchul Yoon and
Philippe Fournier{-}Viger},
title = {Uncertainty-Based Pattern Mining for Maximizing Profit of Manufacturing
Plants With List Structure},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {67},
number = {11},
pages = {9914--9926},
year = {2020},
url = {https://doi.org/10.1109/TIE.2019.2956387},
doi = {10.1109/TIE.2019.2956387},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/BaekYYF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmis/GanLCFWY20,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Han{-}Chieh Chao and
Philippe Fournier{-}Viger and
Xuan Wang and
Philip S. Yu},
title = {Utility-Driven Mining of Trend Information for Intelligent System},
journal = {{ACM} Trans. Manag. Inf. Syst.},
volume = {11},
number = {3},
pages = {14:1--14:28},
year = {2020},
url = {https://doi.org/10.1145/3391251},
doi = {10.1145/3391251},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmis/GanLCFWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Fournier-VigerH20,
author = {Philippe Fournier{-}Viger and
Ganghuan He and
Chao Cheng and
Jiaxuan Li and
Min Zhou and
Jerry Chun{-}Wei Lin and
Unil Yun},
title = {A survey of pattern mining in dynamic graphs},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {10},
number = {6},
year = {2020},
url = {https://doi.org/10.1002/widm.1372},
doi = {10.1002/WIDM.1372},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/Fournier-VigerH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/Fournier-VigerH20,
author = {Philippe Fournier{-}Viger and
Ganghuan He and
Jerry Chun{-}Wei Lin and
Heitor Murilo Gomes},
editor = {Min Song and
Il{-}Yeol Song and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Mining Attribute Evolution Rules in Dynamic Attributed Graphs},
booktitle = {Big Data Analytics and Knowledge Discovery - 22nd International Conference,
DaWaK 2020, Bratislava, Slovakia, September 14-17, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12393},
pages = {167--182},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59065-9\_14},
doi = {10.1007/978-3-030-59065-9\_14},
timestamp = {Thu, 28 Mar 2024 17:43:11 +0100},
biburl = {https://dblp.org/rec/conf/dawak/Fournier-VigerH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/KiranSFZTK20,
author = {R. Uday Kiran and
Sourabh Shrivastava and
Philippe Fournier{-}Viger and
Koji Zettsu and
Masashi Toyoda and
Masaru Kitsuregawa},
editor = {Chang{-}Tien Lu and
Fusheng Wang and
Goce Trajcevski and
Yan Huang and
Shawn D. Newsam and
Li Xiong},
title = {Discovering Frequent Spatial Patterns in Very Large Spatiotemporal
Databases},
booktitle = {{SIGSPATIAL} '20: 28th International Conference on Advances in Geographic
Information Systems, Seattle, WA, USA, November 3-6, 2020},
pages = {445--448},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397536.3422206},
doi = {10.1145/3397536.3422206},
timestamp = {Wed, 04 May 2022 13:02:28 +0200},
biburl = {https://dblp.org/rec/conf/gis/KiranSFZTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NouiouaWFLW20,
author = {Mourad Nouioua and
Ying Wang and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Jimmy Ming{-}Tai Wu},
editor = {Giuseppe Di Fatta and
Victor S. Sheng and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {{TKC:} Mining Top-K Cross-Level High Utility Itemsets},
booktitle = {20th International Conference on Data Mining Workshops, {ICDM} Workshops
2020, Sorrento, Italy, November 17-20, 2020},
pages = {673--682},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDMW51313.2020.00095},
doi = {10.1109/ICDMW51313.2020.00095},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/NouiouaWFLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsoc/Fournier-VigerH20,
author = {Philippe Fournier{-}Viger and
Ganghuan He and
Min Zhou and
Mourad Nouioua and
Jiahong Liu},
editor = {Hakim Hacid and
Fatma Outay and
Hye{-}young Paik and
Amira Alloum and
Marinella Petrocchi and
Mohamed Reda Bouadjenek and
Amin Beheshti and
Xumin Liu and
Abderrahmane Maaradji},
title = {Discovering Alarm Correlation Rules for Network Fault Management},
booktitle = {Service-Oriented Computing - {ICSOC} 2020 Workshops - AIOps, CFTIC,
STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates,
December 14-17, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12632},
pages = {228--239},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-76352-7\_24},
doi = {10.1007/978-3-030-76352-7\_24},
timestamp = {Fri, 04 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icsoc/Fournier-VigerH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/WinCDXLFL20,
author = {Khin Nandar Win and
Jianguo Chen and
Mingxing Duan and
Guoqing Xiao and
Kenli Li and
Philippe Fournier{-}Viger and
Keqin Li},
editor = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali and
Jun Sasaki},
title = {A Decision Support System to Provide Criminal Pattern Based Suggestions
to Travelers},
booktitle = {Trends in Artificial Intelligence Theory and Applications. Artificial
Intelligence Practices - 33rd International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems,
{IEA/AIE} 2020, Kitakyushu, Japan, September 22-25, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12144},
pages = {582--587},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-55789-8\_50},
doi = {10.1007/978-3-030-55789-8\_50},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/WinCDXLFL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/ZhengNFLG20,
author = {Yunhong Zheng and
Xinzheng Niu and
Philippe Fournier{-}Viger and
Fan Li and
Lin Gao},
editor = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali and
Jun Sasaki},
title = {Distributed Density Peak Clustering of Trajectory Data on Spark},
booktitle = {Trends in Artificial Intelligence Theory and Applications. Artificial
Intelligence Practices - 33rd International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems,
{IEA/AIE} 2020, Kitakyushu, Japan, September 22-25, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12144},
pages = {792--804},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-55789-8\_68},
doi = {10.1007/978-3-030-55789-8\_68},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/ZhengNFLG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/Fournier-VigerY20,
author = {Philippe Fournier{-}Viger and
Yanjun Yang and
Peng Yang and
Jerry Chun{-}Wei Lin and
Unil Yun},
editor = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali and
Jun Sasaki},
title = {{TKE:} Mining Top-K Frequent Episodes},
booktitle = {Trends in Artificial Intelligence Theory and Applications. Artificial
Intelligence Practices - 33rd International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems,
{IEA/AIE} 2020, Kitakyushu, Japan, September 22-25, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12144},
pages = {832--845},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-55789-8\_71},
doi = {10.1007/978-3-030-55789-8\_71},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/Fournier-VigerY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/Fournier-VigerW20,
author = {Philippe Fournier{-}Viger and
Ying Wang and
Jerry Chun{-}Wei Lin and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
editor = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali and
Jun Sasaki},
title = {Mining Cross-Level High Utility Itemsets},
booktitle = {Trends in Artificial Intelligence Theory and Applications. Artificial
Intelligence Practices - 33rd International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems,
{IEA/AIE} 2020, Kitakyushu, Japan, September 22-25, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12144},
pages = {858--871},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-55789-8\_73},
doi = {10.1007/978-3-030-55789-8\_73},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/Fournier-VigerW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/WuTLFC20,
author = {Jimmy Ming{-}Tai Wu and
Qian Teng and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Chien{-}Fu Cheng},
editor = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali and
Jun Sasaki},
title = {Maintenance of Prelarge High Average-Utility Patterns in Incremental
Databases},
booktitle = {Trends in Artificial Intelligence Theory and Applications. Artificial
Intelligence Practices - 33rd International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems,
{IEA/AIE} 2020, Kitakyushu, Japan, September 22-25, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12144},
pages = {884--895},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-55789-8\_75},
doi = {10.1007/978-3-030-55789-8\_75},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/WuTLFC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Fournier-VigerY20,
author = {Philippe Fournier{-}Viger and
Yanjun Yang and
Jerry Chun{-}Wei Lin and
Jaroslav Frnda},
editor = {Hady W. Lauw and
Raymond Chi{-}Wing Wong and
Alexandros Ntoulas and
Ee{-}Peng Lim and
See{-}Kiong Ng and
Sinno Jialin Pan},
title = {Mining Locally Trending High Utility Itemsets},
booktitle = {Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia
Conference, {PAKDD} 2020, Singapore, May 11-14, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12085},
pages = {99--111},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-47436-2\_8},
doi = {10.1007/978-3-030-47436-2\_8},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/Fournier-VigerY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/NawazHNF020,
author = {Muhammad Zohaib Nawaz and
Osman Hasan and
M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Meng Sun},
editor = {Chih{-}Cheng Hung and
Tom{\'{a}}s Cern{\'{y}} and
Dongwan Shin and
Alessio Bechini},
title = {Proof searching in {HOL4} with genetic algorithm},
booktitle = {{SAC} '20: The 35th {ACM/SIGAPP} Symposium on Applied Computing, online
event, [Brno, Czech Republic], March 30 - April 3, 2020},
pages = {513--520},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3341105.3373917},
doi = {10.1145/3341105.3373917},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/NawazHNF020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ieaaie/2020,
editor = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali and
Jun Sasaki},
title = {Trends in Artificial Intelligence Theory and Applications. Artificial
Intelligence Practices - 33rd International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems,
{IEA/AIE} 2020, Kitakyushu, Japan, September 22-25, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12144},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-55789-8},
doi = {10.1007/978-3-030-55789-8},
isbn = {978-3-030-55788-1},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LinWFDCZ19,
author = {Jerry Chun{-}Wei Lin and
Jimmy Ming{-}Tai Wu and
Philippe Fournier{-}Viger and
Youcef Djenouri and
Chun{-}Hao Chen and
Yuyu Zhang},
title = {A Sanitization Approach to Secure Shared Data in an IoT Environment},
journal = {{IEEE} Access},
volume = {7},
pages = {25359--25368},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2899831},
doi = {10.1109/ACCESS.2019.2899831},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LinWFDCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LeVFLB19,
author = {Tuong Le and
Bay Vo and
Philippe Fournier{-}Viger and
Mi Young Lee and
Sung Wook Baik},
title = {{SPPC:} a new tree structure for mining erasable patterns in data
streams},
journal = {Appl. Intell.},
volume = {49},
number = {2},
pages = {478--495},
year = {2019},
url = {https://doi.org/10.1007/s10489-018-1280-5},
doi = {10.1007/S10489-018-1280-5},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/LeVFLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LinYFH19,
author = {Jerry Chun{-}Wei Lin and
Lu Yang and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
title = {Mining of skyline patterns by considering both frequent and utility
constraints},
journal = {Eng. Appl. Artif. Intell.},
volume = {77},
pages = {229--238},
year = {2019},
url = {https://doi.org/10.1016/j.engappai.2018.10.010},
doi = {10.1016/J.ENGAPPAI.2018.10.010},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/LinYFH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/TruongDLF19,
author = {Tin C. Truong and
Hai V. Duong and
Bac Le and
Philippe Fournier{-}Viger},
title = {FMaxCloHUSM: An efficient algorithm for mining frequent closed and
maximal high utility sequences},
journal = {Eng. Appl. Artif. Intell.},
volume = {85},
pages = {1--20},
year = {2019},
url = {https://doi.org/10.1016/j.engappai.2019.05.010},
doi = {10.1016/J.ENGAPPAI.2019.05.010},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/TruongDLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/DamLFD19,
author = {Thu{-}Lan Dam and
Kenli Li and
Philippe Fournier{-}Viger and
Quang{-}Huy Duong},
title = {CLS-Miner: efficient and effective closed high-utility itemset mining},
journal = {Frontiers Comput. Sci.},
volume = {13},
number = {2},
pages = {357--381},
year = {2019},
url = {https://doi.org/10.1007/s11704-016-6245-4},
doi = {10.1007/S11704-016-6245-4},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/DamLFD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/DjenouriFLDB19,
author = {Youcef Djenouri and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Djamel Djenouri and
Asma Belhadi},
title = {GPU-based swarm intelligence for Association Rule Mining in big databases},
journal = {Intell. Data Anal.},
volume = {23},
number = {1},
pages = {57--76},
year = {2019},
url = {https://doi.org/10.3233/IDA-173785},
doi = {10.3233/IDA-173785},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/DjenouriFLDB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijfs/WinCCF19,
author = {Khin Nandar Win and
Jianguo Chen and
Yuedan Chen and
Philippe Fournier{-}Viger},
title = {{PCPD:} {A} Parallel Crime Pattern Discovery System for Large-Scale
Spatiotemporal Data Based on Fuzzy Clustering},
journal = {Int. J. Fuzzy Syst.},
volume = {21},
number = {6},
pages = {1961--1974},
year = {2019},
url = {https://doi.org/10.1007/s40815-019-00673-3},
doi = {10.1007/S40815-019-00673-3},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijfs/WinCCF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Fournier-VigerZ19,
author = {Philippe Fournier{-}Viger and
Yimin Zhang and
Jerry Chun{-}Wei Lin and
Hamido Fujita and
Yun Sing Koh},
title = {Mining local and peak high utility itemsets},
journal = {Inf. Sci.},
volume = {481},
pages = {344--367},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.12.070},
doi = {10.1016/J.INS.2018.12.070},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/Fournier-VigerZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Fournier-VigerL19,
author = {Philippe Fournier{-}Viger and
Zhitian Li and
Jerry Chun{-}Wei Lin and
Rage Uday Kiran and
Hamido Fujita},
title = {Efficient algorithms to identify periodic patterns in multiple sequences},
journal = {Inf. Sci.},
volume = {489},
pages = {205--226},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2019.03.050},
doi = {10.1016/J.INS.2019.03.050},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/Fournier-VigerL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LinSFF19,
author = {Jerry Chun{-}Wei Lin and
Yinan Shao and
Philippe Fournier{-}Viger and
Hamido Fujita},
title = {{BILU-NEMH:} {A} {BILU} neural-encoded mention hypergraph for mention
extraction},
journal = {Inf. Sci.},
volume = {496},
pages = {53--64},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2019.04.059},
doi = {10.1016/J.INS.2019.04.059},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LinSFF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DjenouriDBFLB19,
author = {Youcef Djenouri and
Djamel Djenouri and
Asma Belhadi and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Ahc{\`{e}}ne Bendjoudi},
title = {Exploiting {GPU} parallelism in improving bees swarm optimization
for mining big transactional databases},
journal = {Inf. Sci.},
volume = {496},
pages = {326--342},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.06.060},
doi = {10.1016/J.INS.2018.06.060},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DjenouriDBFLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/NguyenNNVFT19,
author = {Loan T. T. Nguyen and
Phuc Nguyen and
Trinh D. D. Nguyen and
Bay Vo and
Philippe Fournier{-}Viger and
Vincent S. Tseng},
title = {Mining high-utility itemsets in dynamic profit databases},
journal = {Knowl. Based Syst.},
volume = {175},
pages = {130--144},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.03.022},
doi = {10.1016/J.KNOSYS.2019.03.022},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/NguyenNNVFT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Fournier-VigerC19,
author = {Philippe Fournier{-}Viger and
Chao Cheng and
Zhi Cheng and
Jerry Chun{-}Wei Lin and
Nazha Selmaoui{-}Folcher},
title = {Mining significant trend sequences in dynamic attributed graphs},
journal = {Knowl. Based Syst.},
volume = {182},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.06.005},
doi = {10.1016/J.KNOSYS.2019.06.005},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/Fournier-VigerC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/TruongDLFY19,
author = {Tin C. Truong and
Hai V. Duong and
Bac Le and
Philippe Fournier{-}Viger and
Unil Yun},
title = {Efficient high average-utility itemset mining using novel vertical
weak upper-bounds},
journal = {Knowl. Based Syst.},
volume = {183},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.07.018},
doi = {10.1016/J.KNOSYS.2019.07.018},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/TruongDLFY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/DjenouriHDF19,
author = {Youcef Djenouri and
Zineb Habbas and
Djamel Djenouri and
Philippe Fournier{-}Viger},
title = {Bee swarm optimization for solving the {MAXSAT} problem using prior
knowledge},
journal = {Soft Comput.},
volume = {23},
number = {9},
pages = {3095--3112},
year = {2019},
url = {https://doi.org/10.1007/s00500-017-2956-1},
doi = {10.1007/S00500-017-2956-1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/DjenouriHDF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/LinZZFD19,
author = {Jerry Chun{-}Wei Lin and
Yuyu Zhang and
Binbin Zhang and
Philippe Fournier{-}Viger and
Youcef Djenouri},
title = {Hiding sensitive itemsets with multiple objective optimization},
journal = {Soft Comput.},
volume = {23},
number = {23},
pages = {12779--12797},
year = {2019},
url = {https://doi.org/10.1007/s00500-019-03829-3},
doi = {10.1007/S00500-019-03829-3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/LinZZFD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GanLFCY19,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {A Survey of Parallel Sequential Pattern Mining},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {25:1--25:34},
year = {2019},
url = {https://doi.org/10.1145/3314107},
doi = {10.1145/3314107},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/GanLFCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TruongDLF19,
author = {Tin C. Truong and
Hai V. Duong and
Bac Le and
Philippe Fournier{-}Viger},
title = {Efficient Vertical Mining of High Average-Utility Itemsets Based on
Novel Upper-Bounds},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {2},
pages = {301--314},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2833478},
doi = {10.1109/TKDE.2018.2833478},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TruongDLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/LunaFV19,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Philippe Fournier{-}Viger and
Sebasti{\'{a}}n Ventura},
title = {Frequent itemset mining: {A} 25 years review},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {9},
number = {6},
year = {2019},
url = {https://doi.org/10.1002/widm.1329},
doi = {10.1002/WIDM.1329},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/LunaFV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Fournier-VigerY19,
author = {Philippe Fournier{-}Viger and
Peng Yang and
Jerry Chun{-}Wei Lin and
Unil Yun},
editor = {Jianxin Li and
Sen Wang and
Shaowen Qin and
Xue Li and
Shuliang Wang},
title = {HUE-Span: Fast High Utility Episode Mining},
booktitle = {Advanced Data Mining and Applications - 15th International Conference,
{ADMA} 2019, Dalian, China, November 21-23, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11888},
pages = {169--184},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-35231-8\_12},
doi = {10.1007/978-3-030-35231-8\_12},
timestamp = {Thu, 23 Jun 2022 19:58:38 +0200},
biburl = {https://dblp.org/rec/conf/adma/Fournier-VigerY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigda/Fournier-VigerC19,
author = {Philippe Fournier{-}Viger and
Chao Cheng and
Jerry Chun{-}Wei Lin and
Unil Yun and
R. Uday Kiran},
editor = {Sanjay Madria and
Philippe Fournier{-}Viger and
Sanjay Chaudhary and
P. Krishna Reddy},
title = {{TKG:} Efficient Mining of Top-K Frequent Subgraphs},
booktitle = {Big Data Analytics - 7th International Conference, {BDA} 2019, Ahmedabad,
India, December 17-20, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11932},
pages = {209--226},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37188-3\_13},
doi = {10.1007/978-3-030-37188-3\_13},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigda/Fournier-VigerC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigda/DuongTLF19,
author = {Hai V. Duong and
Tin C. Truong and
Bac Le and
Philippe Fournier{-}Viger},
editor = {Sanjay Madria and
Philippe Fournier{-}Viger and
Sanjay Chaudhary and
P. Krishna Reddy},
title = {An Explicit Relationship Between Sequential Patterns and Their Concise
Representations},
booktitle = {Big Data Analytics - 7th International Conference, {BDA} 2019, Ahmedabad,
India, December 17-20, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11932},
pages = {341--361},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37188-3\_20},
doi = {10.1007/978-3-030-37188-3\_20},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigda/DuongTLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LinLFDW19,
author = {Jerry Chun{-}Wei Lin and
Yuanfa Li and
Philippe Fournier{-}Viger and
Youcef Djenouri and
Shyue{-}Liang Leon Wang},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Mining High-Utility Sequential Patterns from Big Datasets},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {2674--2680},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9005996},
doi = {10.1109/BIGDATA47090.2019.9005996},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/LinLFDW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WuLFWHP19,
author = {Jimmy Ming{-}Tai Wu and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Tomasz Wiktorski and
Tzung{-}Pei Hong and
Matin Pirouz},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {A GA-based Framework for Mining High Fuzzy Utility Itemsets},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {2708--2715},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006171},
doi = {10.1109/BIGDATA47090.2019.9006171},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/WuLFWHP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/DjenouriDBLBF19,
author = {Youcef Djenouri and
Djamel Djenouri and
Asma Belhadi and
Jerry Chun{-}Wei Lin and
Ahc{\`{e}}ne Bendjoudi and
Philippe Fournier{-}Viger},
title = {A Novel Parallel Framework for Metaheuristic-based Frequent Itemset
Mining},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {1439--1445},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8790116},
doi = {10.1109/CEC.2019.8790116},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/DjenouriDBLBF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/WuLDFZ19,
author = {Jimmy Ming{-}Tai Wu and
Jerry Chun{-}Wei Lin and
Youcef Djenouri and
Philippe Fournier{-}Viger and
Yuyu Zhang},
title = {A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data
Mining},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {1461--1467},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8790271},
doi = {10.1109/CEC.2019.8790271},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/WuLDFZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/Fournier-VigerL19,
author = {Philippe Fournier{-}Viger and
Jiaxuan Li and
Jerry Chun{-}Wei Lin and
Tin Truong{-}Chi},
editor = {Carlos Ordonez and
Il{-}Yeol Song and
Gabriele Anderst{-}Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Discovering and Visualizing Efficient Patterns in Cost/Utility Sequences},
booktitle = {Big Data Analytics and Knowledge Discovery - 21st International Conference,
DaWaK 2019, Linz, Austria, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11708},
pages = {73--88},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-27520-4\_6},
doi = {10.1007/978-3-030-27520-4\_6},
timestamp = {Tue, 29 Dec 2020 18:32:27 +0100},
biburl = {https://dblp.org/rec/conf/dawak/Fournier-VigerL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/Fournier-VigerC19,
author = {Philippe Fournier{-}Viger and
Chao Cheng and
Zhi Cheng and
Jerry Chun{-}Wei Lin and
Nazha Selmaoui{-}Folcher},
editor = {Carlos Ordonez and
Il{-}Yeol Song and
Gabriele Anderst{-}Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Finding Strongly Correlated Trends in Dynamic Attributed Graphs},
booktitle = {Big Data Analytics and Knowledge Discovery - 21st International Conference,
DaWaK 2019, Linz, Austria, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11708},
pages = {250--265},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-27520-4\_18},
doi = {10.1007/978-3-030-27520-4\_18},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/Fournier-VigerC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/KtistakisFPR19,
author = {Rafael Ktistakis and
Philippe Fournier{-}Viger and
Simon J. Puglisi and
Rajeev Raman},
editor = {Sven Hartmann and
Josef K{\"{u}}ng and
Sharma Chakravarthy and
Gabriele Anderst{-}Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Succinct BWT-Based Sequence Prediction},
booktitle = {Database and Expert Systems Applications - 30th International Conference,
{DEXA} 2019, Linz, Austria, August 26-29, 2019, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {11707},
pages = {91--101},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-27618-8\_7},
doi = {10.1007/978-3-030-27618-8\_7},
timestamp = {Tue, 29 Dec 2020 18:31:17 +0100},
biburl = {https://dblp.org/rec/conf/dexa/KtistakisFPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fsen/Nawaz0F19,
author = {M. Saqib Nawaz and
Meng Sun and
Philippe Fournier{-}Viger},
editor = {Hossein Hojjat and
Mieke Massink},
title = {Proof Guidance in {PVS} with Sequential Pattern Mining},
booktitle = {Fundamentals of Software Engineering - 8th International Conference,
{FSEN} 2019, Tehran, Iran, May 1-3, 2019, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11761},
pages = {45--60},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-31517-7\_4},
doi = {10.1007/978-3-030-31517-7\_4},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fsen/Nawaz0F19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/WinCXCF19,
author = {Khin Nandar Win and
Jianguo Chen and
Guoqing Xiao and
Yuedan Chen and
Philippe Fournier{-}Viger},
editor = {Zheng Xiao and
Laurence T. Yang and
Pavan Balaji and
Tao Li and
Keqin Li and
Albert Y. Zomaya},
title = {A Parallel Crime Activity Clustering Algorithm Based on Apache Spark
Cloud Computing Platform},
booktitle = {21st {IEEE} International Conference on High Performance Computing
and Communications; 17th {IEEE} International Conference on Smart
City; 5th {IEEE} International Conference on Data Science and Systems,
HPCC/SmartCity/DSS 2019, Zhangjiajie, China, August 10-12, 2019},
pages = {68--74},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/HPCC/SmartCity/DSS.2019.00025},
doi = {10.1109/HPCC/SMARTCITY/DSS.2019.00025},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpcc/WinCXCF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LinLFDZ19,
author = {Jerry Chun{-}Wei Lin and
Yuanfa Li and
Philippe Fournier{-}Viger and
Youcef Djenouri and
Ji Zhang},
editor = {Panagiotis Papapetrou and
Xueqi Cheng and
Qing He},
title = {An Efficient Chain Structure to Mine High-Utility Sequential Patterns},
booktitle = {2019 International Conference on Data Mining Workshops, {ICDM} Workshops
2019, Beijing, China, November 8-11, 2019},
pages = {1013--1019},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDMW.2019.00146},
doi = {10.1109/ICDMW.2019.00146},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LinLFDZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SaideepKZFKR19,
author = {C. Saideep and
Rage Uday Kiran and
Koji Zettsu and
Philippe Fournier{-}Viger and
Masaru Kitsuregawa and
P. Krishna Reddy},
editor = {Panagiotis Papapetrou and
Xueqi Cheng and
Qing He},
title = {Discovering Periodic Patterns in Irregular Time Series},
booktitle = {2019 International Conference on Data Mining Workshops, {ICDM} Workshops
2019, Beijing, China, November 8-11, 2019},
pages = {1020--1028},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDMW.2019.00147},
doi = {10.1109/ICDMW.2019.00147},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SaideepKZFKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/GomesBFGR19,
author = {Heitor Murilo Gomes and
Albert Bifet and
Philippe Fournier{-}Viger and
Jones Granatyr and
Jesse Read},
editor = {Tom Gedeon and
Kok Wai Wong and
Minho Lee},
title = {Network of Experts: Learning from Evolving Data Streams Through Network-Based
Ensembles},
booktitle = {Neural Information Processing - 26th International Conference, {ICONIP}
2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11953},
pages = {704--716},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36708-4\_58},
doi = {10.1007/978-3-030-36708-4\_58},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/GomesBFGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/Fournier-VigerY19,
author = {Philippe Fournier{-}Viger and
Peng Yang and
Jerry Chun{-}Wei Lin and
Rage Uday Kiran},
editor = {Franz Wotawa and
Gerhard Friedrich and
Ingo Pill and
Roxane Koitz{-}Hristov and
Moonis Ali},
title = {Discovering Stable Periodic-Frequent Patterns in Transactional Data},
booktitle = {Advances and Trends in Artificial Intelligence. From Theory to Practice
- 32nd International Conference on Industrial, Engineering and Other
Applications of Applied Intelligent Systems, {IEA/AIE} 2019, Graz,
Austria, July 9-11, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11606},
pages = {230--244},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-22999-3\_21},
doi = {10.1007/978-3-030-22999-3\_21},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/Fournier-VigerY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KiranRFTRK19,
author = {R. Uday Kiran and
T. Yashwanth Reddy and
Philippe Fournier{-}Viger and
Masashi Toyoda and
P. Krishna Reddy and
Masaru Kitsuregawa},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Efficiently Finding High Utility-Frequent Itemsets Using Cutoff and
Suffix Utility},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11440},
pages = {191--203},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16145-3\_15},
doi = {10.1007/978-3-030-16145-3\_15},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/KiranRFTRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/TangHKF19,
author = {Feiyang Tang and
David Tse Jung Huang and
Yun Sing Koh and
Philippe Fournier{-}Viger},
editor = {Abhaya C. Nayak and
Alok Sharma},
title = {Adaptive Self-Sufficient Itemset Miner for Transactional Data Streams},
booktitle = {{PRICAI} 2019: Trends in Artificial Intelligence - 16th Pacific Rim
International Conference on Artificial Intelligence, Cuvu, Yanuca
Island, Fiji, August 26-30, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11671},
pages = {419--430},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29911-8\_32},
doi = {10.1007/978-3-030-29911-8\_32},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/TangHKF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/LinWFHL19,
author = {Jerry Chun{-}Wei Lin and
Jimmy Ming{-}Tai Wu and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Ting Li},
title = {Efficient Mining of High Average-Utility Sequential Patterns from
Uncertain Databases},
booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics,
{SMC} 2019, Bari, Italy, October 6-9, 2019},
pages = {1989--1994},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SMC.2019.8914546},
doi = {10.1109/SMC.2019.8914546},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/LinWFHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/KiranZTFRK19,
author = {R. Uday Kiran and
Koji Zettsu and
Masashi Toyoda and
Philippe Fournier{-}Viger and
P. Krishna Reddy and
Masaru Kitsuregawa},
editor = {Carlos Maltzahn and
Tanu Malik},
title = {Discovering Spatial High Utility Itemsets in Spatiotemporal Databases},
booktitle = {Proceedings of the 31st International Conference on Scientific and
Statistical Database Management, {SSDBM} 2019, Santa Cruz, CA, USA,
July 23-25, 2019},
pages = {49--60},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3335783.3335789},
doi = {10.1145/3335783.3335789},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssdbm/KiranZTFRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taai/LinWFCL19,
author = {Jerry Chun{-}Wei Lin and
Jimmy Ming{-}Tai Wu and
Philippe Fournier{-}Viger and
Chun{-}Hao Chen and
Ting Li},
title = {A Project-based PMiner Algorithm in Uncertain Databases},
booktitle = {2019 International Conference on Technologies and Applications of
Artificial Intelligence, {TAAI} 2019, Kaohsiung, Taiwan, November
21-23, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/TAAI48200.2019.8959890},
doi = {10.1109/TAAI48200.2019.8959890},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/taai/LinWFCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigda/2019,
editor = {Sanjay Madria and
Philippe Fournier{-}Viger and
Sanjay Chaudhary and
P. Krishna Reddy},
title = {Big Data Analytics - 7th International Conference, {BDA} 2019, Ahmedabad,
India, December 17-20, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11932},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37188-3},
doi = {10.1007/978-3-030-37188-3},
isbn = {978-3-030-37187-6},
timestamp = {Fri, 13 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigda/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09582,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Jiexiong Zhang and
Hongzhi Yin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {Utility Mining Across Multi-Dimensional Sequences},
journal = {CoRR},
volume = {abs/1902.09582},
year = {2019},
url = {http://arxiv.org/abs/1902.09582},
eprinttype = {arXiv},
eprint = {1902.09582},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09584,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {Beyond Frequency: Utility Mining with Varied Item-Specific Minimum
Utility},
journal = {CoRR},
volume = {abs/1902.09584},
year = {2019},
url = {http://arxiv.org/abs/1902.09584},
eprinttype = {arXiv},
eprint = {1902.09584},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12248,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Jiexiong Zhang and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {Fast Utility Mining on Complex Sequences},
journal = {CoRR},
volume = {abs/1904.12248},
year = {2019},
url = {http://arxiv.org/abs/1904.12248},
eprinttype = {arXiv},
eprint = {1904.12248},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-11666,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Han{-}Chieh Chao and
Philippe Fournier{-}Viger and
Xuan Wang and
Philip S. Yu},
title = {Utility-Driven Mining of Trend Information for Intelligent System},
journal = {CoRR},
volume = {abs/1912.11666},
year = {2019},
url = {http://arxiv.org/abs/1912.11666},
eprinttype = {arXiv},
eprint = {1912.11666},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-11666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LinRF18,
author = {Jerry Chun{-}Wei Lin and
Shifeng Ren and
Philippe Fournier{-}Viger},
title = {{MEMU:} More Efficient Algorithm to Mine High Average-Utility Patterns
With Multiple Minimum Average-Utility Thresholds},
journal = {{IEEE} Access},
volume = {6},
pages = {7593--7609},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2801261},
doi = {10.1109/ACCESS.2018.2801261},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LinRF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WuLPF18,
author = {Jimmy Ming{-}Tai Wu and
Jerry Chun{-}Wei Lin and
Matin Pirouz and
Philippe Fournier{-}Viger},
title = {{TUB-HAUPM:} Tighter Upper Bound for Mining High Average-Utility Patterns},
journal = {{IEEE} Access},
volume = {6},
pages = {18655--18669},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2820740},
doi = {10.1109/ACCESS.2018.2820740},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/WuLPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/BouakkazOLF18,
author = {Mustapha Bouakkaz and
Youcef Ouinten and
Sabine Loudcher and
Philippe Fournier{-}Viger},
title = {Efficiently mining frequent itemsets applied for textual aggregation},
journal = {Appl. Intell.},
volume = {48},
number = {4},
pages = {1013--1019},
year = {2018},
url = {https://doi.org/10.1007/s10489-017-1050-9},
doi = {10.1007/S10489-017-1050-9},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/BouakkazOLF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/NguyenVNFS18,
author = {Linh T. T. Nguyen and
Bay Vo and
Loan T. T. Nguyen and
Philippe Fournier{-}Viger and
Ali Selamat},
title = {{ETARM:} an efficient top-k association rule mining algorithm},
journal = {Appl. Intell.},
volume = {48},
number = {5},
pages = {1148--1160},
year = {2018},
url = {https://doi.org/10.1007/s10489-017-1047-4},
doi = {10.1007/S10489-017-1047-4},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/NguyenVNFS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/DuongFRND18,
author = {Quang{-}Huy Duong and
Philippe Fournier{-}Viger and
Heri Ramampiaro and
Kjetil N{\o}rv{\aa}g and
Thu{-}Lan Dam},
title = {Efficient high utility itemset mining using buffered utility-lists},
journal = {Appl. Intell.},
volume = {48},
number = {7},
pages = {1859--1877},
year = {2018},
url = {https://doi.org/10.1007/s10489-017-1057-2},
doi = {10.1007/S10489-017-1057-2},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/DuongFRND18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LinSFDG18,
author = {Jerry Chun{-}Wei Lin and
Yina Shao and
Philippe Fournier{-}Viger and
Youcef Djenouri and
Xiangmin Guo},
title = {Maintenance algorithm for high average-utility itemsets with transaction
deletion},
journal = {Appl. Intell.},
volume = {48},
number = {10},
pages = {3691--3706},
year = {2018},
url = {https://doi.org/10.1007/s10489-018-1180-8},
doi = {10.1007/S10489-018-1180-8},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LinSFDG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/DinhLFH18,
author = {Duy{-}Tai Dinh and
Bac Le and
Philippe Fournier{-}Viger and
Van{-}Nam Huynh},
title = {An efficient algorithm for mining periodic high-utility sequential
patterns},
journal = {Appl. Intell.},
volume = {48},
number = {12},
pages = {4694--4714},
year = {2018},
url = {https://doi.org/10.1007/s10489-018-1227-x},
doi = {10.1007/S10489-018-1227-X},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/DinhLFH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/DjenouriDBFL18,
author = {Youcef Djenouri and
Djamel Djenouri and
Asma Belhadi and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin},
title = {A new framework for metaheuristic-based frequent itemset mining},
journal = {Appl. Intell.},
volume = {48},
number = {12},
pages = {4775--4791},
year = {2018},
url = {https://doi.org/10.1007/s10489-018-1245-8},
doi = {10.1007/S10489-018-1245-8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/DjenouriDBFL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LinRFPH18,
author = {Jerry Chun{-}Wei Lin and
Shifeng Ren and
Philippe Fournier{-}Viger and
Jeng{-}Shyang Pan and
Tzung{-}Pei Hong},
title = {Efficiently updating the discovered high average-utility itemsets
with transaction insertion},
journal = {Eng. Appl. Artif. Intell.},
volume = {72},
pages = {136--149},
year = {2018},
url = {https://doi.org/10.1016/j.engappai.2018.03.021},
doi = {10.1016/J.ENGAPPAI.2018.03.021},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/LinRFPH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/LeDHNF18,
author = {Bac Le and
Duy{-}Tai Dinh and
Van{-}Nam Huynh and
Quang{-}Minh Nguyen and
Philippe Fournier{-}Viger},
title = {An efficient algorithm for Hiding High Utility Sequential Patterns},
journal = {Int. J. Approx. Reason.},
volume = {95},
pages = {77--92},
year = {2018},
url = {https://doi.org/10.1016/j.ijar.2018.01.005},
doi = {10.1016/J.IJAR.2018.01.005},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/LeDHNF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijfs/LinZFH18,
author = {Jerry Chun{-}Wei Lin and
Yuyu Zhang and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
title = {Efficiently Updating the Discovered Multiple Fuzzy Frequent Itemsets
with Transaction Insertion},
journal = {Int. J. Fuzzy Syst.},
volume = {20},
number = {8},
pages = {2440--2457},
year = {2018},
url = {https://doi.org/10.1007/s40815-018-0520-5},
doi = {10.1007/S40815-018-0520-5},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijfs/LinZFH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DjenouriBFL18,
author = {Youcef Djenouri and
Asma Belhadi and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin},
title = {Fast and effective cluster-based information retrieval using frequent
closed itemsets},
journal = {Inf. Sci.},
volume = {453},
pages = {154--167},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.04.008},
doi = {10.1016/J.INS.2018.04.008},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DjenouriBFL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DjenouriBFF18,
author = {Youcef Djenouri and
Asma Belhadi and
Philippe Fournier{-}Viger and
Hamido Fujita},
title = {Mining diversified association rules in big datasets: {A} cluster/GPU/genetic
approach},
journal = {Inf. Sci.},
volume = {459},
pages = {117--134},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.05.031},
doi = {10.1016/J.INS.2018.05.031},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DjenouriBFF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/GanLFCZZ18,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Justin Zhan and
Ji Zhang},
title = {Exploiting highly qualified pattern with frequency and weight occupancy},
journal = {Knowl. Inf. Syst.},
volume = {56},
number = {1},
pages = {165--196},
year = {2018},
url = {https://doi.org/10.1007/s10115-017-1103-8},
doi = {10.1007/S10115-017-1103-8},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/GanLFCZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/DjenouriBF18,
author = {Youcef Djenouri and
Asma Belhadi and
Philippe Fournier{-}Viger},
title = {Extracting useful knowledge from event logs: {A} frequent itemset
mining approach},
journal = {Knowl. Based Syst.},
volume = {139},
pages = {132--148},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2017.10.016},
doi = {10.1016/J.KNOSYS.2017.10.016},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/DjenouriBF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GanLFCF18,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Hamido Fujita},
title = {Extracting non-redundant correlated purchase behaviors by utility
measure},
journal = {Knowl. Based Syst.},
volume = {143},
pages = {30--41},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2017.12.003},
doi = {10.1016/J.KNOSYS.2017.12.003},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/GanLFCF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/DuongRNFD18,
author = {Quang{-}Huy Duong and
Heri Ramampiaro and
Kjetil N{\o}rv{\aa}g and
Philippe Fournier{-}Viger and
Thu{-}Lan Dam},
title = {High utility drift detection in quantitative data streams},
journal = {Knowl. Based Syst.},
volume = {157},
pages = {34--51},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.05.014},
doi = {10.1016/J.KNOSYS.2018.05.014},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/DuongRNFD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MafarjaAHFFLM18,
author = {Majdi M. Mafarja and
Ibrahim Aljarah and
Ali Asghar Heidari and
Hossam Faris and
Philippe Fournier{-}Viger and
Xiaodong Li and
Seyedali Mirjalili},
title = {Binary dragonfly optimization for feature selection using time-varying
transfer functions},
journal = {Knowl. Based Syst.},
volume = {161},
pages = {185--204},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.08.003},
doi = {10.1016/J.KNOSYS.2018.08.003},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/MafarjaAHFFLM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/GanLFCHF18,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Tzung{-}Pei Hong and
Hamido Fujita},
title = {A survey of incremental high-utility itemset mining},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {8},
number = {2},
year = {2018},
url = {https://doi.org/10.1002/widm.1242},
doi = {10.1002/WIDM.1242},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/GanLFCHF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Fournier-VigerZ18,
author = {Philippe Fournier{-}Viger and
Yimin Zhang and
Jerry Chun{-}Wei Lin and
Yun Sing Koh},
editor = {Guojun Gan and
Bohan Li and
Xue Li and
Shuliang Wang},
title = {Discovering High Utility Change Points in Customer Transaction Data},
booktitle = {Advanced Data Mining and Applications - 14th International Conference,
{ADMA} 2018, Nanjing, China, November 16-18, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11323},
pages = {392--402},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-05090-0\_33},
doi = {10.1007/978-3-030-05090-0\_33},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/Fournier-VigerZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/StirlingKFR18,
author = {Moana Stirling and
Yun Sing Koh and
Philippe Fournier{-}Viger and
Sri Devi Ravana},
editor = {Tanja Mitrovic and
Bing Xue and
Xiaodong Li},
title = {Concept Drift Detector Selection for Hoeffding Adaptive Trees},
booktitle = {{AI} 2018: Advances in Artificial Intelligence - 31st Australasian
Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11320},
pages = {730--736},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03991-2\_65},
doi = {10.1007/978-3-030-03991-2\_65},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/StirlingKFR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/LinLFDZ18,
author = {Jerry Chun{-}Wei Lin and
Qiankun Liu and
Philippe Fournier{-}Viger and
Youcef Djenouri and
Ji Zhang},
editor = {Carlos Ordonez and
Ladjel Bellatreche},
title = {Anonymization of Multiple and Personalized Sensitive Attributes},
booktitle = {Big Data Analytics and Knowledge Discovery - 20th International Conference,
DaWaK 2018, Regensburg, Germany, September 3-6, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11031},
pages = {204--215},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-98539-8\_16},
doi = {10.1007/978-3-319-98539-8\_16},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/LinLFDZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/Fournier-VigerL18,
author = {Philippe Fournier{-}Viger and
Zhitian Li and
Jerry Chun{-}Wei Lin and
Rage Uday Kiran and
Hamido Fujita},
editor = {Carlos Ordonez and
Ladjel Bellatreche},
title = {Discovering Periodic Patterns Common to Multiple Sequences},
booktitle = {Big Data Analytics and Knowledge Discovery - 20th International Conference,
DaWaK 2018, Regensburg, Germany, September 3-6, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11031},
pages = {231--246},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-98539-8\_18},
doi = {10.1007/978-3-319-98539-8\_18},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dawak/Fournier-VigerL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/Fournier-VigerZ18,
author = {Philippe Fournier{-}Viger and
Yimin Zhang and
Jerry Chun{-}Wei Lin and
Hamido Fujita and
Yun Sing Koh},
editor = {Sven Hartmann and
Hui Ma and
Abdelkader Hameurlain and
G{\"{u}}nther Pernul and
Roland R. Wagner},
title = {Mining Local High Utility Itemsets},
booktitle = {Database and Expert Systems Applications - 29th International Conference,
{DEXA} 2018, Regensburg, Germany, September 3-6, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11030},
pages = {450--460},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-98812-2\_41},
doi = {10.1007/978-3-319-98812-2\_41},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexa/Fournier-VigerZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/LinZFDZ18,
author = {Jerry Chun{-}Wei Lin and
Yuyu Zhang and
Philippe Fournier{-}Viger and
Youcef Djenouri and
Ji Zhang},
editor = {Sven Hartmann and
Hui Ma and
Abdelkader Hameurlain and
G{\"{u}}nther Pernul and
Roland R. Wagner},
title = {A Metaheuristic Algorithm for Hiding Sensitive Itemsets},
booktitle = {Database and Expert Systems Applications - 29th International Conference,
{DEXA} 2018, Regensburg, Germany, September 3-6, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11030},
pages = {492--498},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-98812-2\_45},
doi = {10.1007/978-3-319-98812-2\_45},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/LinZFDZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbde/WuLPF18,
author = {Jimmy Ming{-}Tai Wu and
Jerry Chun{-}Wei Lin and
Matin Pirouz and
Philippe Fournier{-}Viger},
title = {New Tighter Upper Bounds for Mining High Average-Utility Itemsets},
booktitle = {Proceedings of the 2018 International Conference on Big Data and Education,
{ICBDE} 2018, Honolulu, HI, USA, March 09-11, 2018},
pages = {27--32},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3206157.3206168},
doi = {10.1145/3206157.3206168},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbde/WuLPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/AmiratBFL18,
author = {Hanane Amirat and
Abderrahim Benslimane and
Philippe Fournier{-}Viger and
Nasreddine Lagraa},
title = {LocRec: Rule-Based Successive Location Recommendation in {LBSN}},
booktitle = {2018 {IEEE} International Conference on Communications, {ICC} 2018,
Kansas City, MO, USA, May 20-24, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICC.2018.8422183},
doi = {10.1109/ICC.2018.8422183},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icc/AmiratBFL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LinFWGDZ18,
author = {Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Lintai Wu and
Wensheng Gan and
Youcef Djenouri and
Ji Zhang},
editor = {Hanghang Tong and
Zhenhui Jessie Li and
Feida Zhu and
Jeffrey Yu},
title = {{PPSF:} An Open-Source Privacy-Preserving and Security Mining Framework},
booktitle = {2018 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Singapore, Singapore, November 17-20, 2018},
pages = {1459--1463},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICDMW.2018.00208},
doi = {10.1109/ICDMW.2018.00208},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LinFWGDZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/Fournier-VigerL18,
author = {Philippe Fournier{-}Viger and
Xiang Li and
Jie Yao and
Jerry Chun{-}Wei Lin},
editor = {Malek Mouhoub and
Samira Sadaoui and
Otmane A{\"{\i}}t Mohamed and
Moonis Ali},
title = {Interactive Discovery of Statistically Significant Itemsets},
booktitle = {Recent Trends and Future Technology in Applied Intelligence - 31st
International Conference on Industrial Engineering and Other Applications
of Applied Intelligent Systems, {IEA/AIE} 2018, Montreal, QC, Canada,
June 25-28, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10868},
pages = {101--113},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-92058-0\_10},
doi = {10.1007/978-3-319-92058-0\_10},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/Fournier-VigerL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwcmc/SouzaAF18,
author = {Koffi V. C. Kevin de Souza and
Jalal Almhana and
Philippe Fournier{-}Viger},
title = {Radio Data Transmission Reduction in Power-Constrained {WSN}},
booktitle = {14th International Wireless Communications {\&} Mobile Computing
Conference, {IWCMC} 2018, Limassol, Cyprus, June 25-29, 2018},
pages = {285--290},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IWCMC.2018.8450353},
doi = {10.1109/IWCMC.2018.8450353},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwcmc/SouzaAF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DjenouriBFL18,
author = {Youcef Djenouri and
Asma Belhadi and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin},
editor = {Mohadeseh Ganji and
Lida Rashidi and
Benjamin C. M. Fung and
Can Wang},
title = {Discovering Strong Meta Association Rules Using Bees Swarm Optimization},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC,
Australia, June 3, 2018, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11154},
pages = {195--206},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04503-6\_21},
doi = {10.1007/978-3-030-04503-6\_21},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/DjenouriBFL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Fournier-VigerL18a,
author = {Philippe Fournier{-}Viger and
Tianbiao Liu and
Jerry Chun{-}Wei Lin},
title = {Football Pass Prediction Using Player Locations},
booktitle = {Proceedings of the 5th Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2018 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2018), Dublin, Ireland, September 10th, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2284},
pages = {152--158},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-17274-9\_13},
doi = {10.1007/978-3-030-17274-9\_13},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Fournier-VigerL18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10511,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Vincent S. Tseng and
Philip S. Yu},
title = {A Survey of Utility-Oriented Pattern Mining},
journal = {CoRR},
volume = {abs/1805.10511},
year = {2018},
url = {http://arxiv.org/abs/1805.10511},
eprinttype = {arXiv},
eprint = {1805.10511},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10515,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {A Survey of Parallel Sequential Pattern Mining},
journal = {CoRR},
volume = {abs/1805.10515},
year = {2018},
url = {http://arxiv.org/abs/1805.10515},
eprinttype = {arXiv},
eprint = {1805.10515},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10926,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {{HUOPM:} High Utility Occupancy Pattern Mining},
journal = {CoRR},
volume = {abs/1812.10926},
year = {2018},
url = {http://arxiv.org/abs/1812.10926},
eprinttype = {arXiv},
eprint = {1812.10926},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LinRFH17,
author = {Jerry Chun{-}Wei Lin and
Shifeng Ren and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
title = {{EHAUPM:} Efficient High Average-Utility Pattern Mining With Tighter
Upper Bounds},
journal = {{IEEE} Access},
volume = {5},
pages = {12927--12940},
year = {2017},
url = {https://doi.org/10.1109/ACCESS.2017.2717438},
doi = {10.1109/ACCESS.2017.2717438},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LinRFH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhuZLFLC17,
author = {Xiaodong Zhu and
Ji Zhang and
Hongzhou Li and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Liang Chang},
title = {{FRIOD:} {A} Deeply Integrated Feature-Rich Interactive System for
Effective and Efficient Outlier Detection},
journal = {{IEEE} Access},
volume = {5},
pages = {25682--25695},
year = {2017},
url = {https://doi.org/10.1109/ACCESS.2017.2771237},
doi = {10.1109/ACCESS.2017.2771237},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZhuZLFLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aei/LinZFHZ17,
author = {Jerry Chun{-}Wei Lin and
Jiexiong Zhang and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Ji Zhang},
title = {A two-phase approach to mine short-period high-utility itemsets in
transactional databases},
journal = {Adv. Eng. Informatics},
volume = {33},
pages = {29--43},
year = {2017},
url = {https://doi.org/10.1016/j.aei.2017.04.007},
doi = {10.1016/J.AEI.2017.04.007},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aei/LinZFHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LinRFHSV17,
author = {Jerry Chun{-}Wei Lin and
Shifeng Ren and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Ja{-}Hwung Su and
Bay Vo},
title = {A fast algorithm for mining high average-utility itemsets},
journal = {Appl. Intell.},
volume = {47},
number = {2},
pages = {331--346},
year = {2017},
url = {https://doi.org/10.1007/s10489-017-0896-1},
doi = {10.1007/S10489-017-0896-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LinRFHSV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LinGFCH17,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Tzung{-}Pei Hong},
title = {Efficiently mining frequent itemsets with weight and recency constraints},
journal = {Appl. Intell.},
volume = {47},
number = {3},
pages = {769--792},
year = {2017},
url = {https://doi.org/10.1007/s10489-017-0915-2},
doi = {10.1007/S10489-017-0915-2},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LinGFCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/GanLFCZ17,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Justin Zhan},
title = {Mining of frequent patterns with multiple minimum supports},
journal = {Eng. Appl. Artif. Intell.},
volume = {60},
pages = {83--96},
year = {2017},
url = {https://doi.org/10.1016/j.engappai.2017.01.009},
doi = {10.1016/J.ENGAPPAI.2017.01.009},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/GanLFCZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/GanLFCWZ17,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Jimmy Ming{-}Tai Wu and
Justin Zhan},
title = {Extracting recent weighted-based patterns from uncertain temporal
databases},
journal = {Eng. Appl. Artif. Intell.},
volume = {61},
pages = {161--172},
year = {2017},
url = {https://doi.org/10.1016/j.engappai.2017.03.004},
doi = {10.1016/J.ENGAPPAI.2017.03.004},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/GanLFCWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/PanLYFH17,
author = {Jeng{-}Shyang Pan and
Jerry Chun{-}Wei Lin and
Lu Yang and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
title = {Efficiently mining of skyline frequent-utility patterns},
journal = {Intell. Data Anal.},
volume = {21},
number = {6},
pages = {1407--1423},
year = {2017},
url = {https://doi.org/10.3233/IDA-163180},
doi = {10.3233/IDA-163180},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/PanLYFH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijfs/LinLFHWZ17,
author = {Jerry Chun{-}Wei Lin and
Ting Li and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Jimmy Ming{-}Tai Wu and
Justin Zhan},
title = {Efficient Mining of Multiple Fuzzy Frequent Itemsets},
journal = {Int. J. Fuzzy Syst.},
volume = {19},
number = {4},
pages = {1032--1040},
year = {2017},
url = {https://doi.org/10.1007/s40815-016-0246-1},
doi = {10.1007/S40815-016-0246-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijfs/LinLFHWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/LinGFHC17,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Han{-}Chieh Chao},
title = {Mining Weighted Frequent Itemsets without Candidate Generation in
Uncertain Databases},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {16},
number = {6},
pages = {1549--1580},
year = {2017},
url = {https://doi.org/10.1142/S0219622017500341},
doi = {10.1142/S0219622017500341},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijitdm/LinGFHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcm/AmiratLFO17,
author = {Hanane Amirat and
Nasreddine Lagraa and
Philippe Fournier{-}Viger and
Youcef Ouinten},
title = {MyRoute: {A} Graph-Dependency Based Model for Real-Time Route Prediction},
journal = {J. Commun.},
volume = {12},
number = {12},
pages = {668},
year = {2017},
url = {https://doi.org/10.12720/jcm.12.12.668-676},
doi = {10.12720/JCM.12.12.668-676},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcm/AmiratLFO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/LinHFLWZ17,
author = {Jerry Chun{-}Wei Lin and
Tzung{-}Pei Hong and
Philippe Fournier{-}Viger and
Qiankun Liu and
Jia{-}Wei Wong and
Justin Zhan},
title = {Efficient hiding of confidential high-utility itemsets with minimal
side effects},
journal = {J. Exp. Theor. Artif. Intell.},
volume = {29},
number = {6},
pages = {1225--1245},
year = {2017},
url = {https://doi.org/10.1080/0952813X.2017.1328462},
doi = {10.1080/0952813X.2017.1328462},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jetai/LinHFLWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZidaFLWT17,
author = {Souleymane Zida and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Cheng{-}Wei Wu and
Vincent S. Tseng},
title = {{EFIM:} a fast and memory efficient algorithm for high-utility itemset
mining},
journal = {Knowl. Inf. Syst.},
volume = {51},
number = {2},
pages = {595--625},
year = {2017},
url = {https://doi.org/10.1007/s10115-016-0986-0},
doi = {10.1007/S10115-016-0986-0},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZidaFLWT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LinGFHC17,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Han{-}Chieh Chao},
title = {{FDHUP:} Fast algorithm for mining discriminative high utility patterns},
journal = {Knowl. Inf. Syst.},
volume = {51},
number = {3},
pages = {873--909},
year = {2017},
url = {https://doi.org/10.1007/s10115-016-0991-3},
doi = {10.1007/S10115-016-0991-3},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LinGFHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/DamLFD17,
author = {Thu{-}Lan Dam and
Kenli Li and
Philippe Fournier{-}Viger and
Quang{-}Huy Duong},
title = {An efficient algorithm for mining top-k on-shelf high utility itemsets},
journal = {Knowl. Inf. Syst.},
volume = {52},
number = {3},
pages = {621--655},
year = {2017},
url = {https://doi.org/10.1007/s10115-016-1020-2},
doi = {10.1007/S10115-016-1020-2},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/DamLFD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LeDTF17,
author = {Bac Le and
Hai V. Duong and
Tin C. Truong and
Philippe Fournier{-}Viger},
title = {FCloSM, FGenSM: two efficient algorithms for mining frequent closed
and generator sequences using the local pruning strategy},
journal = {Knowl. Inf. Syst.},
volume = {53},
number = {1},
pages = {71--107},
year = {2017},
url = {https://doi.org/10.1007/s10115-017-1032-6},
doi = {10.1007/S10115-017-1032-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LeDTF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/LinGFHT17,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Vincent S. Tseng},
title = {Efficiently mining uncertain high-utility itemsets},
journal = {Soft Comput.},
volume = {21},
number = {11},
pages = {2801--2820},
year = {2017},
url = {https://doi.org/10.1007/s00500-016-2159-1},
doi = {10.1007/S00500-016-2159-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/LinGFHT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/LinYFHV17,
author = {Jerry Chun{-}Wei Lin and
Lu Yang and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Miroslav Vozn{\'{a}}k},
title = {A binary {PSO} approach to mine high-utility itemsets},
journal = {Soft Comput.},
volume = {21},
number = {17},
pages = {5103--5121},
year = {2017},
url = {https://doi.org/10.1007/s00500-016-2106-1},
doi = {10.1007/S00500-016-2106-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/LinYFHV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/DamLF17,
author = {Thu{-}Lan Dam and
Kenli Li and
Philippe Fournier{-}Viger},
title = {Chemical reaction optimization with unified tabu search for the vehicle
routing problem},
journal = {Soft Comput.},
volume = {21},
number = {21},
pages = {6421--6433},
year = {2017},
url = {https://doi.org/10.1007/s00500-016-2200-4},
doi = {10.1007/S00500-016-2200-4},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/DamLF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Fournier-VigerL17,
author = {Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Bay Vo and
Tin Chi Truong and
Ji Zhang and
Hoai Bac Le},
title = {A survey of itemset mining},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {7},
number = {4},
year = {2017},
url = {https://doi.org/10.1002/widm.1207},
doi = {10.1002/WIDM.1207},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/Fournier-VigerL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/LinZF17,
author = {Jerry Chun{-}Wei Lin and
Jiexiong Zhang and
Philippe Fournier{-}Viger},
editor = {Lei Chen and
Christian S. Jensen and
Cyrus Shahabi and
Xiaochun Yang and
Xiang Lian},
title = {High-Utility Sequential Pattern Mining with Multiple Minimum Utility
Thresholds},
booktitle = {Web and Big Data - First International Joint Conference, APWeb-WAIM
2017, Beijing, China, July 7-9, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10366},
pages = {215--229},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-63579-8\_17},
doi = {10.1007/978-3-319-63579-8\_17},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apweb/LinZF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/GanLFC17,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao},
editor = {Lei Chen and
Christian S. Jensen and
Cyrus Shahabi and
Xiaochun Yang and
Xiang Lian},
title = {Exploiting High Utility Occupancy Patterns},
booktitle = {Web and Big Data - First International Joint Conference, APWeb-WAIM
2017, Beijing, China, July 7-9, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10366},
pages = {239--247},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-63579-8\_19},
doi = {10.1007/978-3-319-63579-8\_19},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apweb/GanLFC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/GanLFC17,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao},
editor = {Ladjel Bellatreche and
Sharma Chakravarthy},
title = {Extracting Non-redundant Correlated Purchase Behaviors by Utility
Measure},
booktitle = {Big Data Analytics and Knowledge Discovery - 19th International Conference,
DaWaK 2017, Lyon, France, August 28-31, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10440},
pages = {433--446},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-64283-3\_32},
doi = {10.1007/978-3-319-64283-3\_32},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dawak/GanLFC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icgec/DjenouriBFL17,
author = {Youcef Djenouri and
Asma Belhadi and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin},
editor = {Jerry Chun{-}Wei Lin and
Jeng{-}Shyang Pan and
Shu{-}Chuan Chu and
Chien{-}Ming Chen},
title = {An Hybrid Multi-Core/GPU-Based Mimetic Algorithm for Big Association
Rule Mining},
booktitle = {Genetic and Evolutionary Computing - Proceedings of the Eleventh International
Conference on Genetic and Evolutionary Computing, {ICGEC} 2017, November
6-8, 2017, Kaohsiung, Taiwan},
series = {Advances in Intelligent Systems and Computing},
volume = {579},
pages = {59--65},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-981-10-6487-6\_8},
doi = {10.1007/978-981-10-6487-6\_8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icgec/DjenouriBFL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icgec/WuLSFH17,
author = {Tsu{-}Yang Wu and
Jerry Chun{-}Wei Lin and
Yinan Shao and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
editor = {Jerry Chun{-}Wei Lin and
Jeng{-}Shyang Pan and
Shu{-}Chuan Chu and
Chien{-}Ming Chen},
title = {Updating the Discovered High Average-Utility Patterns with Transaction
Insertion},
booktitle = {Genetic and Evolutionary Computing - Proceedings of the Eleventh International
Conference on Genetic and Evolutionary Computing, {ICGEC} 2017, November
6-8, 2017, Kaohsiung, Taiwan},
series = {Advances in Intelligent Systems and Computing},
volume = {579},
pages = {66--73},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-981-10-6487-6\_9},
doi = {10.1007/978-981-10-6487-6\_9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icgec/WuLSFH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/DalmasFN17,
author = {Benjamin Dalmas and
Philippe Fournier{-}Viger and
Sylvie Norre},
editor = {Cecilia Zanni{-}Merk and
Claudia S. Frydman and
Carlos Toro and
Yulia Hicks and
Robert J. Howlett and
Lakhmi C. Jain},
title = {{TWINCLE} : {A} Constrained Sequential Rule Mining Algorithm for Event
Logs},
booktitle = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
Proceedings of the 21st International Conference KES-2017, Marseille,
France, 6-8 September 2017},
series = {Procedia Computer Science},
volume = {112},
pages = {205--214},
publisher = {Elsevier},
year = {2017},
url = {https://doi.org/10.1016/j.procs.2017.08.069},
doi = {10.1016/J.PROCS.2017.08.069},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/conf/kes/DalmasFN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/misnc/LinRFH17,
author = {Jerry Chun{-}Wei Lin and
Shifeng Ren and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
title = {Mining of High Average-Utility Itemsets with a Tighter Upper-Bound
Model},
booktitle = {Proceedings of the 4th Multidisciplinary International Social Networks
Conference, {MISNC} '17, Bangkok, Thailand, July 17-19, 2017},
pages = {37:1--37:6},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3092090.3092139},
doi = {10.1145/3092090.3092139},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/misnc/LinRFH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GanLFCT17,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Vincent S. Tseng},
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {Mining High-Utility Itemsets with Both Positive and Negative Unit
Profits from Uncertain Databases},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10234},
pages = {434--446},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57454-7\_34},
doi = {10.1007/978-3-319-57454-7\_34},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/GanLFCT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KiranVFTRK17,
author = {R. Uday Kiran and
J. N. Venkatesh and
Philippe Fournier{-}Viger and
Masashi Toyoda and
P. Krishna Reddy and
Masaru Kitsuregawa},
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {Discovering Periodic Patterns in Non-uniform Temporal Databases},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10235},
pages = {604--617},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57529-2\_47},
doi = {10.1007/978-3-319-57529-2\_47},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/KiranVFTRK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wicon/SouzaAFA17,
author = {Koffi V. C. Kevin de Souza and
Catherine Almhana and
Philippe Fournier{-}Viger and
Jalal Almhana},
editor = {Cheng Li and
Shiwen Mao},
title = {Energy-Efficient Partitioning Clustering Algorithm for Wireless Sensor
Network},
booktitle = {Wireless Internet - 10th International Conference, WiCON 2017, Tianjin,
China, December 16-17, 2017, Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {230},
pages = {14--23},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-90802-1\_2},
doi = {10.1007/978-3-319-90802-1\_2},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wicon/SouzaAFA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wowmom/ZhangWFVT17,
author = {Xin Zhang and
Cheng{-}Wei Wu and
Philippe Fournier{-}Viger and
Lan{-}Da Van and
Yu{-}Chee Tseng},
title = {Analyzing students' attention in class using wearable devices},
booktitle = {18th {IEEE} International Symposium on {A} World of Wireless, Mobile
and Multimedia Networks, WoWMoM 2017, Macau, China, June 12-15, 2017},
pages = {1--9},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/WoWMoM.2017.7974306},
doi = {10.1109/WOWMOM.2017.7974306},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wowmom/ZhangWFVT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LinLFH16,
author = {Jerry Chun{-}Wei Lin and
Qiankun Liu and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
title = {{PTA:} An Efficient System for Transaction Database Anonymization},
journal = {{IEEE} Access},
volume = {4},
pages = {6467--6479},
year = {2016},
url = {https://doi.org/10.1109/ACCESS.2016.2596542},
doi = {10.1109/ACCESS.2016.2596542},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LinLFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aei/LinGFHT16,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Vincent S. Tseng},
title = {Fast algorithms for mining high-utility itemsets with various discount
strategies},
journal = {Adv. Eng. Informatics},
volume = {30},
number = {2},
pages = {109--126},
year = {2016},
url = {https://doi.org/10.1016/j.aei.2016.02.003},
doi = {10.1016/J.AEI.2016.02.003},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aei/LinGFHT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aei/LinLFHZV16,
author = {Jerry Chun{-}Wei Lin and
Ting Li and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Justin Zhan and
Miroslav Vozn{\'{a}}k},
title = {An efficient algorithm to mine high average-utility itemsets},
journal = {Adv. Eng. Informatics},
volume = {30},
number = {2},
pages = {233--243},
year = {2016},
url = {https://doi.org/10.1016/j.aei.2016.04.002},
doi = {10.1016/J.AEI.2016.04.002},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aei/LinLFHZV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LinGFHT16,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Vincent S. Tseng},
title = {Weighted frequent itemset mining over uncertain databases},
journal = {Appl. Intell.},
volume = {44},
number = {1},
pages = {232--250},
year = {2016},
url = {https://doi.org/10.1007/s10489-015-0703-9},
doi = {10.1007/S10489-015-0703-9},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LinGFHT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/DamLFD16,
author = {Thu{-}Lan Dam and
Kenli Li and
Philippe Fournier{-}Viger and
Quang{-}Huy Duong},
title = {An efficient algorithm for mining top-rank-k frequent patterns},
journal = {Appl. Intell.},
volume = {45},
number = {1},
pages = {96--111},
year = {2016},
url = {https://doi.org/10.1007/s10489-015-0748-9},
doi = {10.1007/S10489-015-0748-9},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/DamLFD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LinLFHVZ16,
author = {Jerry Chun{-}Wei Lin and
Qiankun Liu and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Miroslav Vozn{\'{a}}k and
Justin Zhan},
title = {A sanitization approach for hiding sensitive itemsets based on particle
swarm optimization},
journal = {Eng. Appl. Artif. Intell.},
volume = {53},
pages = {1--18},
year = {2016},
url = {https://doi.org/10.1016/j.engappai.2016.03.007},
doi = {10.1016/J.ENGAPPAI.2016.03.007},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/LinLFHVZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LinWFLZV16,
author = {Jerry Chun{-}Wei Lin and
Tsu{-}Yang Wu and
Philippe Fournier{-}Viger and
Guo Lin and
Justin Zhan and
Miroslav Vozn{\'{a}}k},
title = {Fast algorithms for hiding sensitive high-utility itemsets in privacy-preserving
utility mining},
journal = {Eng. Appl. Artif. Intell.},
volume = {55},
pages = {269--284},
year = {2016},
url = {https://doi.org/10.1016/j.engappai.2016.07.003},
doi = {10.1016/J.ENGAPPAI.2016.07.003},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/LinWFLZV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LinYFWHWZ16,
author = {Jerry Chun{-}Wei Lin and
Lu Yang and
Philippe Fournier{-}Viger and
Jimmy Ming{-}Tai Wu and
Tzung{-}Pei Hong and
Shyue{-}Liang Leon Wang and
Justin Zhan},
title = {Mining high-utility itemsets based on particle swarm optimization},
journal = {Eng. Appl. Artif. Intell.},
volume = {55},
pages = {320--330},
year = {2016},
url = {https://doi.org/10.1016/j.engappai.2016.07.006},
doi = {10.1016/J.ENGAPPAI.2016.07.006},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/LinYFWHWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/LinGFH16,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
title = {Efficiently Updating the Discovered Sequential Patterns for Sequence
Modification},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {26},
number = {8},
pages = {1285--1314},
year = {2016},
url = {https://doi.org/10.1142/S0218194016500455},
doi = {10.1142/S0218194016500455},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/LinGFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/DougnonFLN16,
author = {Ra{\"{\i}}ssa Yapan Dougnon and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Roger Nkambou},
title = {Inferring social network user profiles using a partial social graph},
journal = {J. Intell. Inf. Syst.},
volume = {47},
number = {2},
pages = {313--344},
year = {2016},
url = {https://doi.org/10.1007/s10844-016-0402-y},
doi = {10.1007/S10844-016-0402-Y},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/DougnonFLN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LinGFHT16,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Vincent S. Tseng},
title = {Efficient algorithms for mining high-utility itemsets in uncertain
databases},
journal = {Knowl. Based Syst.},
volume = {96},
pages = {171--187},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2015.12.019},
doi = {10.1016/J.KNOSYS.2015.12.019},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LinGFHT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/DuongLFD16,
author = {Quang{-}Huy Duong and
Bo Liao and
Philippe Fournier{-}Viger and
Thu{-}Lan Dam},
title = {An efficient algorithm for mining the top-k high utility itemsets,
using novel threshold raising and pruning strategies},
journal = {Knowl. Based Syst.},
volume = {104},
pages = {106--122},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2016.04.016},
doi = {10.1016/J.KNOSYS.2016.04.016},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/DuongLFD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LinFG16,
author = {Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Wensheng Gan},
title = {{FHN:} An efficient algorithm for mining high-utility itemsets with
negative unit profits},
journal = {Knowl. Based Syst.},
volume = {111},
pages = {283--298},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2016.08.022},
doi = {10.1016/J.KNOSYS.2016.08.022},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LinFG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LinGFHZ16,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Justin Zhan},
title = {Efficient mining of high-utility itemsets using multiple minimum utility
thresholds},
journal = {Knowl. Based Syst.},
volume = {113},
pages = {100--115},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2016.09.013},
doi = {10.1016/J.KNOSYS.2016.09.013},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LinGFHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TsengWFY16,
author = {Vincent S. Tseng and
Cheng{-}Wei Wu and
Philippe Fournier{-}Viger and
Philip S. Yu},
title = {Efficient Algorithms for Mining Top-K High Utility Itemsets},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {1},
pages = {54--67},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2015.2458860},
doi = {10.1109/TKDE.2015.2458860},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TsengWFY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/LinLFWH16,
author = {Jerry Chun{-}Wei Lin and
Xianbiao Lv and
Philippe Fournier{-}Viger and
Tsu{-}Yang Wu and
Tzung{-}Pei Hong},
editor = {Ngoc Thanh Nguyen and
Bogdan Trawinski and
Hamido Fujita and
Tzung{-}Pei Hong},
title = {Efficient Mining of Fuzzy Frequent Itemsets with Type-2 Membership
Functions},
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 = {191--200},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-662-49390-8\_18},
doi = {10.1007/978-3-662-49390-8\_18},
timestamp = {Thu, 16 Mar 2023 20:00:29 +0100},
biburl = {https://dblp.org/rec/conf/aciids/LinLFWH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/LinGFH16,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
editor = {Ngoc Thanh Nguyen and
Bogdan Trawinski and
Hamido Fujita and
Tzung{-}Pei Hong},
title = {Mining Discriminative High Utility Patterns},
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 = {219--229},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-662-49390-8\_21},
doi = {10.1007/978-3-662-49390-8\_21},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aciids/LinGFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/GanLFC16,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao},
editor = {Feifei Li and
Kyuseok Shim and
Kai Zheng and
Guanfeng Liu},
title = {Mining Recent High Expected Weighted Itemsets from Uncertain Databases},
booktitle = {Web Technologies and Applications - 18th Asia-Pacific Web Conference,
APWeb 2016, Suzhou, China, September 23-25, 2016. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9931},
pages = {581--593},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45814-4\_47},
doi = {10.1007/978-3-319-45814-4\_47},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apweb/GanLFC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/GanLFC16,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao},
editor = {Sanjay Madria and
Takahiro Hara},
title = {Mining Recent High-Utility Patterns from Temporal Databases with Time-Sensitive
Constraint},
booktitle = {Big Data Analytics and Knowledge Discovery - 18th International Conference,
DaWaK 2016, Porto, Portugal, September 6-8, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9829},
pages = {3--18},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-43946-4\_1},
doi = {10.1007/978-3-319-43946-4\_1},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dawak/GanLFC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/GanLFC16,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao},
editor = {Sven Hartmann and
Hui Ma},
title = {More Efficient Algorithms for Mining High-Utility Itemsets with Multiple
Minimum Utility Thresholds},
booktitle = {Database and Expert Systems Applications - 27th International Conference,
{DEXA} 2016, Porto, Portugal, September 5-8, 2016, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9827},
pages = {71--87},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44403-1\_5},
doi = {10.1007/978-3-319-44403-1\_5},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/GanLFC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/Fournier-VigerL16,
author = {Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Cheng{-}Wei Wu and
Vincent S. Tseng and
Usef Faghihi},
editor = {Sven Hartmann and
Hui Ma},
title = {Mining Minimal High-Utility Itemsets},
booktitle = {Database and Expert Systems Applications - 27th International Conference,
{DEXA} 2016, Porto, Portugal, September 5-8, 2016, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9827},
pages = {88--101},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44403-1\_6},
doi = {10.1007/978-3-319-44403-1\_6},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexa/Fournier-VigerL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eleot/FaghihiACGGGLDF16,
author = {Usef Faghihi and
Donald Aguilar and
David Chatman and
Nicholas Gautier and
Jeffrey Gholson and
Justin Gholson and
Melvin Lipka and
Robert Dill and
Philippe Fournier{-}Viger and
Sioui Maldonado{-}Bouchard},
editor = {Giovanni Vincenti and
Alberto Bucciero and
Markus Helfert and
Matthias Glowatz},
title = {How to Apply Gamification Techniques to Design a Gaming Environment
for Algebra Concepts},
booktitle = {E-Learning, E-Education, and Online Training - Third International
Conference, eLEOT 2016, Dublin, Ireland, August 31 - September 2,
2016, Revised Selected Papers},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {180},
pages = {62--70},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-49625-2\_8},
doi = {10.1007/978-3-319-49625-2\_8},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eleot/FaghihiACGGGLDF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/PokouFM16,
author = {Yao Jean Marc Pokou and
Philippe Fournier{-}Viger and
Chadia Moghrabi},
editor = {Zdravko Markov and
Ingrid Russell},
title = {Authorship Attribution Using Small Sets of Frequent Part-of-Speech
Skip-grams},
booktitle = {Proceedings of the Twenty-Ninth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2016, Key Largo, Florida, USA,
May 16-18, 2016},
pages = {86--91},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS16/paper/view/12985},
timestamp = {Wed, 26 Oct 2022 08:35:12 +0200},
biburl = {https://dblp.org/rec/conf/flairs/PokouFM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/LinLFHS16,
author = {Jerry Chun{-}Wei Lin and
Ting Li and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Ja{-}Hwung Su},
title = {Fast algorithms for mining multiple fuzzy frequent itemsets},
booktitle = {2016 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2016, Vancouver, BC, Canada, July 24-29, 2016},
pages = {2113--2119},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/FUZZ-IEEE.2016.7737952},
doi = {10.1109/FUZZ-IEEE.2016.7737952},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/LinLFHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Fournier-VigerL16,
author = {Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Tai Dinh and
Hoai Bac Le},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Mining Correlated High-Utility Itemsets Using the Bond Measure},
booktitle = {Hybrid Artificial Intelligent Systems - 11th International Conference,
{HAIS} 2016, Seville, Spain, April 18-20, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9648},
pages = {53--65},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_5},
doi = {10.1007/978-3-319-32034-2\_5},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/Fournier-VigerL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/PokouFM16,
author = {Yao Jean Marc Pokou and
Philippe Fournier{-}Viger and
Chadia Moghrabi},
editor = {H. Jaap van den Herik and
Joaquim Filipe},
title = {Authorship Attribution using Variable Length Part-of-Speech Patterns},
booktitle = {Proceedings of the 8th International Conference on Agents and Artificial
Intelligence {(ICAART} 2016), Volume 2, Rome, Italy, February 24-26,
2016},
pages = {354--361},
publisher = {SciTePress},
year = {2016},
url = {https://doi.org/10.5220/0005710103540361},
doi = {10.5220/0005710103540361},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaart/PokouFM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icgec/LinYFDGSV16,
author = {Jerry Chun{-}Wei Lin and
Lu Yang and
Philippe Fournier{-}Viger and
Siddharth Dawar and
Vikram Goyal and
Ashish Sureka and
Bay Vo},
editor = {Jeng{-}Shyang Pan and
Jerry Chun{-}Wei Lin and
Chia{-}Hung Wang and
Xin Hua Jiang},
title = {A More Efficient Algorithm to Mine Skyline Frequent-Utility Patterns},
booktitle = {Genetic and Evolutionary Computing - Proceedings of the Tenth International
Conference on Genetic and Evolutionary Computing, {ICGEC} 2016, November
7-9, 2016, Fuzhou City, Fujian Province, China},
series = {Advances in Intelligent Systems and Computing},
volume = {536},
pages = {127--135},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-48490-7\_16},
doi = {10.1007/978-3-319-48490-7\_16},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icgec/LinYFDGSV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/Fournier-VigerL16,
author = {Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Quang{-}Huy Duong and
Thu{-}Lan Dam},
editor = {Hamido Fujita and
Moonis Ali and
Ali Selamat and
Jun Sasaki and
Masaki Kurematsu},
title = {{FHM} + : Faster High-Utility Itemset Mining Using Length Upper-Bound
Reduction},
booktitle = {Trends in Applied Knowledge-Based Systems and Data Science - 29th
International Conference on Industrial Engineering and Other Applications
of Applied Intelligent Systems, {IEA/AIE} 2016, Morioka, Japan, August
2-4, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9799},
pages = {115--127},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42007-3\_11},
doi = {10.1007/978-3-319-42007-3\_11},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/Fournier-VigerL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/PokouFM16,
author = {Yao Jean Marc Pokou and
Philippe Fournier{-}Viger and
Chadia Moghrabi},
editor = {Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {Using Frequent Fixed or Variable-Length {POS} Ngrams or Skip-Grams
for Blog Authorship Attribution},
booktitle = {Artificial Intelligence Applications and Innovations - 12th {IFIP}
{WG} 12.5 International Conference and Workshops, {AIAI} 2016, Thessaloniki,
Greece, September 16-18, 2016, Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {475},
pages = {63--74},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44944-9\_6},
doi = {10.1007/978-3-319-44944-9\_6},
timestamp = {Wed, 07 Dec 2022 23:10:30 +0100},
biburl = {https://dblp.org/rec/conf/ifip12/PokouFM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LinLFHS16,
author = {Jerry Chun{-}Wei Lin and
Ting Li and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Ja{-}Hwung Su},
editor = {Petra Perner},
title = {Efficient Mining of High Average-Utility Itemsets with Multiple Minimum
Thresholds},
booktitle = {Advances in Data Mining. Applications and Theoretical Aspects - 16th
Industrial Conference, {ICDM} 2016, New York, NY, USA, July 13-17,
2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9728},
pages = {14--28},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41561-1\_2},
doi = {10.1007/978-3-319-41561-1\_2},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/LinLFHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/Fournier-VigerL16,
author = {Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Quang{-}Huy Duong and
Thu{-}Lan Dam},
editor = {Petra Perner},
title = {{PHM:} Mining Periodic High-Utility Itemsets},
booktitle = {Advances in Data Mining. Applications and Theoretical Aspects - 16th
Industrial Conference, {ICDM} 2016, New York, NY, USA, July 13-17,
2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9728},
pages = {64--79},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41561-1\_6},
doi = {10.1007/978-3-319-41561-1\_6},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/Fournier-VigerL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/misnc/LinLFHZV16,
author = {Jerry Chun{-}Wei Lin and
Qiankun Liu and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Justin Zhan and
Miroslav Vozn{\'{a}}k},
title = {An Efficient Anonymous System for Transaction Data},
booktitle = {Proceedings of the The 3rd Multidisciplinary International Social
Networks Conference on SocialInformatics 2016, Data Science 2016,
Union, NJ, USA, August 15-17, 2016},
pages = {28},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2955129.2955136},
doi = {10.1145/2955129.2955136},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/misnc/LinLFHZV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/Fournier-VigerZ16,
author = {Philippe Fournier{-}Viger and
Souleymane Zida and
Jerry Chun{-}Wei Lin and
Cheng{-}Wei Wu and
Vincent S. Tseng},
editor = {Petra Perner},
title = {EFIM-Closed: Fast and Memory Efficient Discovery of Closed High-Utility
Itemsets},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 12th International
Conference, {MLDM} 2016, New York, NY, USA, July 16-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9729},
pages = {199--213},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41920-6\_15},
doi = {10.1007/978-3-319-41920-6\_15},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mldm/Fournier-VigerZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/LinGFH16,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
editor = {Petra Perner},
title = {Efficient Mining of Weighted Frequent Itemsets in Uncertain Databases},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 12th International
Conference, {MLDM} 2016, New York, NY, USA, July 16-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9729},
pages = {236--250},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41920-6\_18},
doi = {10.1007/978-3-319-41920-6\_18},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/LinGFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Fournier-VigerL16,
author = {Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Antonio Gomariz and
Ted Gueniche and
Azadeh Soltani and
Zhihong Deng and
Hoang Thanh Lam},
editor = {Bettina Berendt and
Bj{\"{o}}rn Bringmann and
{\'{E}}lisa Fromont and
Gemma C. Garriga and
Pauli Miettinen and
Nikolaj Tatti and
Volker Tresp},
title = {The {SPMF} Open-Source Data Mining Library Version 2},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9853},
pages = {36--40},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46131-1\_8},
doi = {10.1007/978-3-319-46131-1\_8},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Fournier-VigerL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/LinGFH16,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
editor = {Sascha Ossowski},
title = {Efficient algorithms for mining recent weighted frequent itemsets
in temporal transactional databases},
booktitle = {Proceedings of the 31st Annual {ACM} Symposium on Applied Computing,
Pisa, Italy, April 4-8, 2016},
pages = {861--866},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2851613.2851648},
doi = {10.1145/2851613.2851648},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/LinGFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Fournier-VigerZ16,
author = {Philippe Fournier{-}Viger and
Souleymane Zida and
Jerry Chun{-}Wei Lin and
Cheng{-}Wei Wu and
Vincent S. Tseng},
editor = {Sascha Ossowski},
title = {Efficient closed high-utility itemset mining},
booktitle = {Proceedings of the 31st Annual {ACM} Symposium on Applied Computing,
Pisa, Italy, April 4-8, 2016},
pages = {898--900},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2851613.2851884},
doi = {10.1145/2851613.2851884},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/Fournier-VigerZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/LinZFHCS16,
author = {Jerry Chun{-}Wei Lin and
Jiexiong Zhang and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Chien{-}Ming Chen and
Ja{-}Hwung Su},
title = {Efficient mining of short periodic high-utility itemsets},
booktitle = {2016 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2016, Budapest, Hungary, October 9-12, 2016},
pages = {3083--3088},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SMC.2016.7844710},
doi = {10.1109/SMC.2016.7844710},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/LinZFHCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spects/LinF16,
author = {Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger},
title = {Employing the neural networks to parametrically assess the quality
of a voice call},
booktitle = {International Symposium on Performance Evaluation of Computer and
Telecommunication Systems, {SPECTS} 2016, Montreal, QC, Canada, July
24-27, 2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SPECTS.2016.7570521},
doi = {10.1109/SPECTS.2016.7570521},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/spects/LinF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/GanLFC16,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao},
editor = {Bin Cui and
Nan Zhang and
Jianliang Xu and
Xiang Lian and
Dexi Liu},
title = {More Efficient Algorithm for Mining Frequent Patterns with Multiple
Minimum Supports},
booktitle = {Web-Age Information Management - 17th International Conference, {WAIM}
2016, Nanchang, China, June 3-5, 2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9658},
pages = {3--16},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39937-9\_1},
doi = {10.1007/978-3-319-39937-9\_1},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/waim/GanLFC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/LinGFHT16,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Vincent S. Tseng},
editor = {Bin Cui and
Nan Zhang and
Jianliang Xu and
Xiang Lian and
Dexi Liu},
title = {Efficient Mining of Uncertain Data for High-Utility Itemsets},
booktitle = {Web-Age Information Management - 17th International Conference, {WAIM}
2016, Nanchang, China, June 3-5, 2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9658},
pages = {17--30},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39937-9\_2},
doi = {10.1007/978-3-319-39937-9\_2},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/waim/LinGFHT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LinGFH15,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
title = {{RWFIM:} Recent weighted-frequent itemsets mining},
journal = {Eng. Appl. Artif. Intell.},
volume = {45},
pages = {18--32},
year = {2015},
url = {https://doi.org/10.1016/j.engappai.2015.06.009},
doi = {10.1016/J.ENGAPPAI.2015.06.009},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/LinGFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/LinLFH15,
author = {Jerry Chun{-}Wei Lin and
Ting Li and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
title = {A fast Algorithm for mining fuzzy frequent itemsets},
journal = {J. Intell. Fuzzy Syst.},
volume = {29},
number = {6},
pages = {2373--2379},
year = {2015},
url = {https://doi.org/10.3233/IFS-151936},
doi = {10.3233/IFS-151936},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/LinLFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TsengWFY15,
author = {Vincent S. Tseng and
Cheng{-}Wei Wu and
Philippe Fournier{-}Viger and
Philip S. Yu},
title = {Efficient Algorithms for Mining the Concise and Lossless Representation
of High Utility Itemsets},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {3},
pages = {726--739},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2345377},
doi = {10.1109/TKDE.2014.2345377},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TsengWFY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Fournier-VigerW15,
author = {Philippe Fournier{-}Viger and
Cheng{-}Wei Wu and
Vincent S. Tseng and
Longbing Cao and
Roger Nkambou},
title = {Mining Partially-Ordered Sequential Rules Common to Multiple Sequences},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {8},
pages = {2203--2216},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2015.2405509},
doi = {10.1109/TKDE.2015.2405509},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/Fournier-VigerW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/DougnonFN15,
author = {Ra{\"{\i}}ssa Yapan Dougnon and
Philippe Fournier{-}Viger and
Roger Nkambou},
editor = {Denilson Barbosa and
Evangelos E. Milios},
title = {Inferring User Profiles in Online Social Networks Using a Partial
Social Graph},
booktitle = {Advances in Artificial Intelligence - 28th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2015, Halifax, Nova Scotia,
Canada, June 2-5, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9091},
pages = {84--99},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18356-5\_8},
doi = {10.1007/978-3-319-18356-5\_8},
timestamp = {Thu, 28 Sep 2023 12:27:15 +0200},
biburl = {https://dblp.org/rec/conf/ai/DougnonFN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/LinGFH15,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
editor = {Reynold Cheng and
Bin Cui and
Zhenjie Zhang and
Ruichu Cai and
Jia Xu},
title = {Mining Weighted Frequent Itemsets with the Recency Constraint},
booktitle = {Web Technologies and Applications - 17th Asia-PacificWeb Conference,
APWeb 2015, Guangzhou, China, September 18-20, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9313},
pages = {635--646},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25255-1\_52},
doi = {10.1007/978-3-319-25255-1\_52},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apweb/LinGFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ase-bigdata/LinGFHT15,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Vincent S. Tseng},
title = {Mining Potential High-Utility Itemsets over Uncertain Databases},
booktitle = {Proceedings of the {ASE} BigData {\&} SocialInformatics 2015,
{ASE} BD{\&}SI 2015, Kaohsiung, Taiwan, October 7-9, 2015},
pages = {25:1--25:6},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2818869.2818895},
doi = {10.1145/2818869.2818895},
timestamp = {Thu, 10 Feb 2022 12:12:52 +0100},
biburl = {https://dblp.org/rec/conf/ase-bigdata/LinGFHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ase-bigdata/Fournier-VigerL15,
author = {Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Ted Gueniche and
Prashant Barhate},
title = {Efficient Incremental High Utility Itemset Mining},
booktitle = {Proceedings of the {ASE} BigData {\&} SocialInformatics 2015,
{ASE} BD{\&}SI 2015, Kaohsiung, Taiwan, October 7-9, 2015},
pages = {53:1--53:6},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2818869.2818887},
doi = {10.1145/2818869.2818887},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ase-bigdata/Fournier-VigerL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/c3s2e/LinGFH15,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong},
editor = {Jake Yue Chen and
Mohammed J. Zaki and
Tamer Kahveci and
Saeed Salem and
Mehmet Koyut{\"{u}}rk},
title = {Mining High-Utility Itemsets with Multiple Minimum Utility Thresholds},
booktitle = {Proceedings of the Eighth International C* Conference on Computer
Science {\&} Software Engineering, Yokohama, Japan, July 13-15,
2015},
pages = {9--17},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2790798.2790807},
doi = {10.1145/2790798.2790807},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/c3s2e/LinGFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LinGFHT15,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Vincent S. Tseng},
title = {Mining high-utility itemsets with various discount strategies},
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.2015.7344861},
doi = {10.1109/DSAA.2015.7344861},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LinGFHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GuenicheF15,
author = {Ted Gueniche and
Philippe Fournier{-}Viger},
editor = {Beno{\^{\i}}t Otjacques and
J{\'{e}}r{\^{o}}me Darmont and
Thomas Tamisier},
title = {R{\'{e}}duction de la complexit{\'{e}} spatiale et temporelle
du Compact Prediction Tree pour la pr{\'{e}}diction de s{\'{e}}quences},
booktitle = {15{\`{e}}mes Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2015, 27-30 Janvier 2015, Luxembourg},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{E-28}},
pages = {59--70},
publisher = {Hermann-{\'{E}}ditions},
year = {2015},
url = {http://editions-rnti.fr/?inprocid=1002064},
timestamp = {Tue, 05 Apr 2016 18:13:25 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GuenicheF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsengWLF15,
author = {Vincent S. Tseng and
Cheng{-}Wei Wu and
Jun{-}Han Lin and
Philippe Fournier{-}Viger},
title = {UP-Miner: {A} Utility Pattern Mining Toolbox},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1656--1659},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.115},
doi = {10.1109/ICDMW.2015.115},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TsengWLF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icgec/LinWFLHP15,
author = {Jerry Chun{-}Wei Lin and
Tsu{-}Yang Wu and
Philippe Fournier{-}Viger and
Guo Lin and
Tzung{-}Pei Hong and
Jeng{-}Shyang Pan},
editor = {Thi Thi Zin and
Jerry Chun{-}Wei Lin and
Jeng{-}Shyang Pan and
Pyke Tin and
Mitsuhiro Yokota},
title = {A Sanitization Approach of Privacy Preserving Utility Mining},
booktitle = {Genetic and Evolutionary Computing - Proceedings of the Ninth International
Conference on Genetic and Evolutionary Computing, {ICGEC} 2015, August
26-28, 2015, Yangon, Myanmar - Volume {II}},
series = {Advances in Intelligent Systems and Computing},
volume = {388},
pages = {47--57},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23207-2\_6},
doi = {10.1007/978-3-319-23207-2\_6},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icgec/LinWFLHP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iih-msp/LinLFHP15,
author = {Jerry Chun{-}Wei Lin and
Qiankun Liu and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Jeng{-}Shyang Pan},
editor = {Jeng{-}Shyang Pan and
Ivan Lee and
Hsiang{-}Cheh Huang and
Ching{-}Yu Yang},
title = {A Swarm-Based Sanitization Approach for Hiding Confidential Itemsets},
booktitle = {2015 International Conference on Intelligent Information Hiding and
Multimedia Signal Processing, {IIH-MSP} 2015, Adelaide, Australia,
September 23-25, 2015},
pages = {227--230},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IIH-MSP.2015.21},
doi = {10.1109/IIH-MSP.2015.21},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iih-msp/LinLFHP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/DougnonFLN15,
author = {Ra{\"{\i}}ssa Yapan Dougnon and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Roger Nkambou},
editor = {Steffen H{\"{o}}lldobler and
Markus Kr{\"{o}}tzsch and
Rafael Pe{\~{n}}aloza and
Sebastian Rudolph},
title = {Accurate Online Social Network User Profiling},
booktitle = {{KI} 2015: Advances in Artificial Intelligence - 38th Annual German
Conference on AI, Dresden, Germany, September 21-25, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9324},
pages = {264--270},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24489-1\_22},
doi = {10.1007/978-3-319-24489-1\_22},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ki/DougnonFLN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/ZidaFLWT15,
author = {Souleymane Zida and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Cheng{-}Wei Wu and
Vincent S. Tseng},
editor = {Grigori Sidorov and
Sof{\'{\i}}a N. Galicia{-}Haro},
title = {{EFIM:} {A} Highly Efficient Algorithm for High-Utility Itemset Mining},
booktitle = {Advances in Artificial Intelligence and Soft Computing - 14th Mexican
International Conference on Artificial Intelligence, {MICAI} 2015,
Cuernavaca, Morelos, Mexico, October 25-31, 2015, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9413},
pages = {530--546},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27060-9\_44},
doi = {10.1007/978-3-319-27060-9\_44},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micai/ZidaFLWT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/DougnonFLN15,
author = {Ra{\"{\i}}ssa Yapan Dougnon and
Philippe Fournier{-}Viger and
Jerry Chun{-}Wei Lin and
Roger Nkambou},
editor = {Obdulia Pichardo{-}Lagunas and
Oscar Herrera{-}Alc{\'{a}}ntara and
Gustavo Arroyo{-}Figueroa},
title = {More Accurate Inference of User Profiles in Online Social Networks},
booktitle = {Advances in Artificial Intelligence and Its Applications - 14th Mexican
International Conference on Artificial Intelligence, {MICAI} 2015,
Cuernavaca, Morelos, Mexico, October 25-31, 2015. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {9414},
pages = {533--546},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27101-9\_41},
doi = {10.1007/978-3-319-27101-9\_41},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micai/DougnonFLN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/misnc/LinYFWHW15,
author = {Jerry Chun{-}Wei Lin and
Lu Yang and
Philippe Fournier{-}Viger and
Jimmy Ming{-}Tai Wu and
Tzung{-}Pei Hong and
Shyue{-}Liang Leon Wang},
editor = {Leon S. L. Wang and
Shiro Uesugi and
I{-}Hsien Ting and
Koji Okuhara and
Kai Wang},
title = {A Swarm-Based Approach to Mine High-Utility Itemsets},
booktitle = {Multidisciplinary Social Networks Research - Second International
Conference, {MISNC} 2015, Matsuyama, Japan, September 1-3, 2015. Proceedings},
series = {Communications in Computer and Information Science},
volume = {540},
pages = {572--581},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-48319-0\_48},
doi = {10.1007/978-3-662-48319-0\_48},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/misnc/LinYFWHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/ZidaFWLT15,
author = {Souleymane Zida and
Philippe Fournier{-}Viger and
Cheng{-}Wei Wu and
Jerry Chun{-}Wei Lin and
Vincent S. Tseng},
editor = {Petra Perner},
title = {Efficient Mining of High-Utility Sequential Rules},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 11th International
Conference, {MLDM} 2015, Hamburg, Germany, July 20-21, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9166},
pages = {157--171},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-21024-7\_11},
doi = {10.1007/978-3-319-21024-7\_11},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mldm/ZidaFWLT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GuenicheFRT15,
author = {Ted Gueniche and
Philippe Fournier{-}Viger and
Rajeev Raman and
Vincent S. Tseng},
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 = {{CPT+:} Decreasing the Time/Space Complexity of the Compact Prediction
Tree},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9078},
pages = {625--636},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18032-8\_49},
doi = {10.1007/978-3-319-18032-8\_49},
timestamp = {Tue, 24 Aug 2021 17:53:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GuenicheFRT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Fournier-VigerZ15,
author = {Philippe Fournier{-}Viger and
Souleymane Zida},
editor = {Roger L. Wainwright and
Juan Manuel Corchado and
Alessio Bechini and
Jiman Hong},
title = {{FOSHU:} faster on-shelf high utility itemset mining - with or without
negative unit profit},
booktitle = {Proceedings of the 30th Annual {ACM} Symposium on Applied Computing,
Salamanca, Spain, April 13-17, 2015},
pages = {857--864},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2695664.2695823},
doi = {10.1145/2695664.2695823},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/Fournier-VigerZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taai/WuFGT15,
author = {Cheng{-}Wei Wu and
Philippe Fournier{-}Viger and
Jia{-}Yuan Gu and
Vincent S. Tseng},
title = {Mining closed+ high utility itemsets without candidate generation},
booktitle = {Conference on Technologies and Applications of Artificial Intelligence,
{TAAI} 2015, Tainan, Taiwan, November 20-22, 2015},
pages = {187--194},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/TAAI.2015.7407089},
doi = {10.1109/TAAI.2015.7407089},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/taai/WuFGT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Fournier-VigerG14,
author = {Philippe Fournier{-}Viger and
Antonio Gomariz and
Ted Gueniche and
Azadeh Soltani and
Cheng{-}Wei Wu and
Vincent S. Tseng},
title = {{SPMF:} a Java open-source pattern mining library},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {3389--3393},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2750353},
doi = {10.5555/2627435.2750353},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Fournier-VigerG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Fournier-Viger14,
author = {Philippe Fournier{-}Viger},
editor = {Xudong Luo and
Jeffrey Xu Yu and
Zhi Li},
title = {{FHN:} Efficient Mining of High-Utility Itemsets with Negative Unit
Profits},
booktitle = {Advanced Data Mining and Applications - 10th International Conference,
{ADMA} 2014, Guilin, China, December 19-21, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8933},
pages = {16--29},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-14717-8\_2},
doi = {10.1007/978-3-319-14717-8\_2},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/Fournier-Viger14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Fournier-VigerWT14,
author = {Philippe Fournier{-}Viger and
Cheng{-}Wei Wu and
Vincent S. Tseng},
editor = {Xudong Luo and
Jeffrey Xu Yu and
Zhi Li},
title = {Novel Concise Representations of High Utility Itemsets Using Generator
Patterns},
booktitle = {Advanced Data Mining and Applications - 10th International Conference,
{ADMA} 2014, Guilin, China, December 19-21, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8933},
pages = {30--43},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-14717-8\_3},
doi = {10.1007/978-3-319-14717-8\_3},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/Fournier-VigerWT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/Fournier-VigerWGT14,
author = {Philippe Fournier{-}Viger and
Cheng{-}Wei Wu and
Antonio Gomariz and
Vincent S. Tseng},
editor = {Marina Sokolova and
Peter van Beek},
title = {{VMSP:} Efficient Vertical Mining of Maximal Sequential Patterns},
booktitle = {Advances in Artificial Intelligence - 27th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2014, Montr{\'{e}}al,
QC, Canada, May 6-9, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8436},
pages = {83--94},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06483-3\_8},
doi = {10.1007/978-3-319-06483-3\_8},
timestamp = {Thu, 28 Sep 2023 12:27:14 +0200},
biburl = {https://dblp.org/rec/conf/ai/Fournier-VigerWGT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/Fournier-VigerGSH14,
author = {Philippe Fournier{-}Viger and
Antonio Gomariz and
Michal Sebek and
Martin Hlosta},
editor = {Ladjel Bellatreche and
Mukesh K. Mohania},
title = {{VGEN:} Fast Vertical Mining of Sequential Generator Patterns},
booktitle = {Data Warehousing and Knowledge Discovery - 16th International Conference,
DaWaK 2014, Munich, Germany, September 2-4, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8646},
pages = {476--488},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10160-6\_42},
doi = {10.1007/978-3-319-10160-6\_42},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dawak/Fournier-VigerGSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/Fournier-VigerGZT14,
author = {Philippe Fournier{-}Viger and
Ted Gueniche and
Souleymane Zida and
Vincent S. Tseng},
editor = {Hendrik Blockeel and
Matthijs van Leeuwen and
Veronica Vinciotti},
title = {ERMiner: Sequential Rule Mining Using Equivalence Classes},
booktitle = {Advances in Intelligent Data Analysis {XIII} - 13th International
Symposium, {IDA} 2014, Leuven, Belgium, October 30 - November 1, 2014.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8819},
pages = {108--119},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12571-8\_10},
doi = {10.1007/978-3-319-12571-8\_10},
timestamp = {Mon, 03 Jan 2022 22:18:10 +0100},
biburl = {https://dblp.org/rec/conf/ida/Fournier-VigerGZT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/MwamikaziFMBB14,
author = {Esp{\'{e}}rance Mwamikazi and
Philippe Fournier{-}Viger and
Chadia Moghrabi and
Adnen Barhoumi and
Robert Baudouin},
editor = {Moonis Ali and
Jeng{-}Shyang Pan and
Shyi{-}Ming Chen and
Mong{-}Fong Horng},
title = {An Adaptive Questionnaire for Automatic Identification of Learning
Styles},
booktitle = {Modern Advances in Applied Intelligence - 27th International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2014, Kaohsiung, Taiwan, June 3-6, 2014, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8481},
pages = {399--409},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07455-9\_42},
doi = {10.1007/978-3-319-07455-9\_42},
timestamp = {Fri, 03 Apr 2020 10:43:25 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/MwamikaziFMBB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/MwamikaziFMB14,
author = {Esp{\'{e}}rance Mwamikazi and
Philippe Fournier{-}Viger and
Chadia Moghrabi and
Robert Baudouin},
editor = {Lazaros S. Iliadis and
Ilias Maglogiannis and
Harris Papadopoulos},
title = {A Dynamic Questionnaire to Further Reduce Questions in Learning Style
Assessment},
booktitle = {Artificial Intelligence Applications and Innovations - 10th {IFIP}
{WG} 12.5 International Conference, {AIAI} 2014, Rhodes, Greece, September
19-21, 2014. Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {436},
pages = {224--235},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44654-6\_22},
doi = {10.1007/978-3-662-44654-6\_22},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ifip12/MwamikaziFMB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Fournier-VigerWZT14,
author = {Philippe Fournier{-}Viger and
Cheng{-}Wei Wu and
Souleymane Zida and
Vincent S. Tseng},
editor = {Troels Andreasen and
Henning Christiansen and
Juan Carlos Cubero Talavera and
Zbigniew W. Ras},
title = {{FHM:} Faster High-Utility Itemset Mining Using Estimated Utility
Co-occurrence Pruning},
booktitle = {Foundations of Intelligent Systems - 21st International Symposium,
{ISMIS} 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8502},
pages = {83--92},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-08326-1\_9},
doi = {10.1007/978-3-319-08326-1\_9},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismis/Fournier-VigerWZT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/GuenicheFNT14,
author = {Ted Gueniche and
Philippe Fournier{-}Viger and
Roger Nkambou and
Vincent S. Tseng},
editor = {Troels Andreasen and
Henning Christiansen and
Juan Carlos Cubero Talavera and
Zbigniew W. Ras},
title = {{WBPL:} An Open-Source Library for Predicting Web Surfing Behaviors},
booktitle = {Foundations of Intelligent Systems - 21st International Symposium,
{ISMIS} 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8502},
pages = {524--529},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-08326-1\_55},
doi = {10.1007/978-3-319-08326-1\_55},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismis/GuenicheFNT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Fournier-VigerGCT14,
author = {Philippe Fournier{-}Viger and
Antonio Gomariz and
Manuel Campos and
Rincy Thomas},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Fast Vertical Mining of Sequential Patterns Using Co-occurrence Information},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8443},
pages = {40--52},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_4},
doi = {10.1007/978-3-319-06608-0\_4},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/Fournier-VigerGCT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlt/Fournier-VigerNNMF13,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Engelbert Mephu Nguifo and
Andr{\'{e}} Mayers and
Usef Faghihi},
title = {A Multiparadigm Intelligent Tutoring System for Robotic Arm Training},
journal = {{IEEE} Trans. Learn. Technol.},
volume = {6},
number = {4},
pages = {364--377},
year = {2013},
url = {https://doi.org/10.1109/TLT.2013.27},
doi = {10.1109/TLT.2013.27},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tlt/Fournier-VigerNNMF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Fournier-VigerMGF13,
author = {Philippe Fournier{-}Viger and
Esp{\'{e}}rance Mwamikazi and
Ted Gueniche and
Usef Faghihi},
editor = {Hiroshi Motoda and
Zhaohui Wu and
Longbing Cao and
Osmar R. Za{\"{\i}}ane and
Min Yao and
Wei Wang},
title = {{MEIT:} Memory Efficient Itemset Tree for Targeted Association Rule
Mining},
booktitle = {Advanced Data Mining and Applications - 9th International Conference,
{ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {8347},
pages = {95--106},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-53917-6\_9},
doi = {10.1007/978-3-642-53917-6\_9},
timestamp = {Tue, 01 Feb 2022 13:00:44 +0100},
biburl = {https://dblp.org/rec/conf/adma/Fournier-VigerMGF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Fournier-VigerGGMT13,
author = {Philippe Fournier{-}Viger and
Antonio Gomariz and
Ted Gueniche and
Esp{\'{e}}rance Mwamikazi and
Rincy Thomas},
editor = {Hiroshi Motoda and
Zhaohui Wu and
Longbing Cao and
Osmar R. Za{\"{\i}}ane and
Min Yao and
Wei Wang},
title = {{TKS:} Efficient Mining of Top-K Sequential Patterns},
booktitle = {Advanced Data Mining and Applications, 9th International Conference,
{ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {8346},
pages = {109--120},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-53914-5\_10},
doi = {10.1007/978-3-642-53914-5\_10},
timestamp = {Tue, 01 Feb 2022 13:00:44 +0100},
biburl = {https://dblp.org/rec/conf/adma/Fournier-VigerGGMT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Fournier-VigerWT13,
author = {Philippe Fournier{-}Viger and
Cheng{-}Wei Wu and
Vincent S. Tseng},
editor = {Hiroshi Motoda and
Zhaohui Wu and
Longbing Cao and
Osmar R. Za{\"{\i}}ane and
Min Yao and
Wei Wang},
title = {Mining Maximal Sequential Patterns without Candidate Maintenance},
booktitle = {Advanced Data Mining and Applications, 9th International Conference,
{ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {8346},
pages = {169--180},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-53914-5\_15},
doi = {10.1007/978-3-642-53914-5\_15},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/Fournier-VigerWT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/GuenicheFT13,
author = {Ted Gueniche and
Philippe Fournier{-}Viger and
Vincent S. Tseng},
editor = {Hiroshi Motoda and
Zhaohui Wu and
Longbing Cao and
Osmar R. Za{\"{\i}}ane and
Min Yao and
Wei Wang},
title = {Compact Prediction Tree: {A} Lossless Model for Accurate Sequence
Prediction},
booktitle = {Advanced Data Mining and Applications - 9th International Conference,
{ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {8347},
pages = {177--188},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-53917-6\_16},
doi = {10.1007/978-3-642-53917-6\_16},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/GuenicheFT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SnowMF13,
author = {Eric Snow and
Chadia Moghrabi and
Philippe Fournier{-}Viger},
title = {Assessing Procedural Knowledge in Free-Text Answers through a Hybrid
Semantic Web Approach},
booktitle = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
pages = {698--706},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICTAI.2013.108},
doi = {10.1109/ICTAI.2013.108},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SnowMF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Fournier-VigerT13,
author = {Philippe Fournier{-}Viger and
Vincent S. Tseng},
editor = {Sung Y. Shin and
Jos{\'{e}} Carlos Maldonado},
title = {{TNS:} mining top-k non-redundant sequential rules},
booktitle = {Proceedings of the 28th Annual {ACM} Symposium on Applied Computing,
{SAC} '13, Coimbra, Portugal, March 18-22, 2013},
pages = {164--166},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2480362.2480395},
doi = {10.1145/2480362.2480395},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/Fournier-VigerT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Fournier-VigerFNN12,
author = {Philippe Fournier{-}Viger and
Usef Faghihi and
Roger Nkambou and
Engelbert Mephu Nguifo},
title = {CMRules: Mining sequential rules common to several sequences},
journal = {Knowl. Based Syst.},
volume = {25},
number = {1},
pages = {63--76},
year = {2012},
url = {https://doi.org/10.1016/j.knosys.2011.07.005},
doi = {10.1016/J.KNOSYS.2011.07.005},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/Fournier-VigerFNN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/FaghihiFN12,
author = {Usef Faghihi and
Philippe Fournier{-}Viger and
Roger Nkambou},
title = {A computational model for causal learning in cognitive agents},
journal = {Knowl. Based Syst.},
volume = {30},
pages = {48--56},
year = {2012},
url = {https://doi.org/10.1016/j.knosys.2011.09.005},
doi = {10.1016/J.KNOSYS.2011.09.005},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/FaghihiFN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Fournier-VigerGT12,
author = {Philippe Fournier{-}Viger and
Ted Gueniche and
Vincent S. Tseng},
editor = {Shuigeng Zhou and
Songmao Zhang and
George Karypis},
title = {Using Partially-Ordered Sequential Rules to Generate More Accurate
Sequence Prediction},
booktitle = {Advanced Data Mining and Applications, 8th International Conference,
{ADMA} 2012, Nanjing, China, December 15-18, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7713},
pages = {431--442},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35527-1\_36},
doi = {10.1007/978-3-642-35527-1\_36},
timestamp = {Thu, 14 Oct 2021 10:01:34 +0200},
biburl = {https://dblp.org/rec/conf/adma/Fournier-VigerGT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/Fournier-VigerWT12,
author = {Philippe Fournier{-}Viger and
Cheng{-}Wei Wu and
Vincent S. Tseng},
editor = {Leila Kosseim and
Diana Inkpen},
title = {Mining Top-K Association Rules},
booktitle = {Advances in Artificial Intelligence - 25th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2012, Toronto, ON, Canada,
May 28-30, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7310},
pages = {61--73},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30353-1\_6},
doi = {10.1007/978-3-642-30353-1\_6},
timestamp = {Thu, 28 Sep 2023 12:27:12 +0200},
biburl = {https://dblp.org/rec/conf/ai/Fournier-VigerWT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/Fournier-VigerWTN12,
author = {Philippe Fournier{-}Viger and
Cheng{-}Wei Wu and
Vincent S. Tseng and
Roger Nkambou},
editor = {Leila Kosseim and
Diana Inkpen},
title = {Mining Sequential Rules Common to Several Sequences with the Window
Size Constraint},
booktitle = {Advances in Artificial Intelligence - 25th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2012, Toronto, ON, Canada,
May 28-30, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7310},
pages = {299--304},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30353-1\_27},
doi = {10.1007/978-3-642-30353-1\_27},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/Fournier-VigerWTN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Fournier-VigerT12,
author = {Philippe Fournier{-}Viger and
Vincent S. Tseng},
editor = {Li Chen and
Alexander Felfernig and
Jiming Liu and
Zbigniew W. Ras},
title = {Mining Top-K Non-redundant Association Rules},
booktitle = {Foundations of Intelligent Systems - 20th International Symposium,
{ISMIS} 2012, Macau, China, December 4-7, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7661},
pages = {31--40},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34624-8\_4},
doi = {10.1007/978-3-642-34624-8\_4},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismis/Fournier-VigerT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/Fournier-VigerNMNF12,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Andr{\'{e}} Mayers and
Engelbert Mephu Nguifo and
Usef Faghihi},
editor = {Stefano A. Cerri and
William J. Clancey and
Giorgos Papadourakis and
Kitty Panourgia},
title = {Multi-paradigm Generation of Tutoring Feedback in Robotic Arm Manipulation
Training},
booktitle = {Intelligent Tutoring Systems - 11th International Conference, {ITS}
2012, Chania, Crete, Greece, June 14-18, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7315},
pages = {233--242},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30950-2\_29},
doi = {10.1007/978-3-642-30950-2\_29},
timestamp = {Sun, 02 Oct 2022 16:10:26 +0200},
biburl = {https://dblp.org/rec/conf/its/Fournier-VigerNMNF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/FaghihiPFN11,
author = {Usef Faghihi and
Pierre Poirier and
Philippe Fournier{-}Viger and
Roger Nkambou},
title = {Human-like learning in a conscious agent},
journal = {J. Exp. Theor. Artif. Intell.},
volume = {23},
number = {4},
pages = {497--528},
year = {2011},
url = {https://doi.org/10.1080/0952813X.2010.503342},
doi = {10.1080/0952813X.2010.503342},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jetai/FaghihiPFN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jilsa/FaghihiFNP11,
author = {Usef Faghihi and
Philippe Fournier{-}Viger and
Roger Nkambou and
Pierre Poirier},
title = {Identifying Causes Helps a Tutoring System to Better Adapt to Learners
duringTraining Sessions},
journal = {J. Intell. Learn. Syst. Appl.},
volume = {3},
number = {3},
pages = {139--154},
year = {2011},
url = {https://doi.org/10.4236/jilsa.2011.33016},
doi = {10.4236/JILSA.2011.33016},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jilsa/FaghihiFNP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/NkambouFN11,
author = {Roger Nkambou and
Philippe Fournier{-}Viger and
Engelbert Mephu Nguifo},
title = {Learning task models in ill-defined domain using an hybrid knowledge
discovery framework},
journal = {Knowl. Based Syst.},
volume = {24},
number = {1},
pages = {176--185},
year = {2011},
url = {https://doi.org/10.1016/j.knosys.2010.08.002},
doi = {10.1016/J.KNOSYS.2010.08.002},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/NkambouFN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Fournier-VigerT11,
author = {Philippe Fournier{-}Viger and
Vincent S. Tseng},
editor = {Jie Tang and
Irwin King and
Ling Chen and
Jianyong Wang},
title = {Mining Top-K Sequential Rules},
booktitle = {Advanced Data Mining and Applications - 7th International Conference,
{ADMA} 2011, Beijing, China, December 17-19, 2011, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7121},
pages = {180--194},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25856-5\_14},
doi = {10.1007/978-3-642-25856-5\_14},
timestamp = {Thu, 14 Oct 2021 10:01:35 +0200},
biburl = {https://dblp.org/rec/conf/adma/Fournier-VigerT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/FaghihiFN11,
author = {Usef Faghihi and
Philippe Fournier{-}Viger and
Roger Nkambou},
editor = {Gautam Biswas and
Susan Bull and
Judy Kay and
Antonija Mitrovic},
title = {A Cognitive Tutoring Agent with Episodic and Causal Learning Capabilities},
booktitle = {Artificial Intelligence in Education - 15th International Conference,
{AIED} 2011, Auckland, New Zealand, June 28 - July 2011},
series = {Lecture Notes in Computer Science},
volume = {6738},
pages = {72--80},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21869-9\_12},
doi = {10.1007/978-3-642-21869-9\_12},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aied/FaghihiFN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/FaghihiFN11,
author = {Usef Faghihi and
Philippe Fournier{-}Viger and
Roger Nkambou},
editor = {R. Charles Murray and
Philip M. McCarthy},
title = {A Cognitive Tutoring Agent with Automatic Reasoning Capabilities},
booktitle = {Proceedings of the Twenty-Fourth International Florida Artificial
Intelligence Research Society Conference, May 18-20, 2011, Palm Beach,
Florida, {USA}},
publisher = {{AAAI} Press},
year = {2011},
url = {http://aaai.org/ocs/index.php/FLAIRS/FLAIRS11/paper/view/2583},
timestamp = {Wed, 26 Oct 2022 08:35:19 +0200},
biburl = {https://dblp.org/rec/conf/flairs/FaghihiFN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuFYT11,
author = {Cheng{-}Wei Wu and
Philippe Fournier{-}Viger and
Philip S. Yu and
Vincent S. Tseng},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Efficient Mining of a Concise and Lossless Representation of High
Utility Itemsets},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {824--833},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.60},
doi = {10.1109/ICDM.2011.60},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuFYT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/FaghihiFN11,
author = {Usef Faghihi and
Philippe Fournier{-}Viger and
Roger Nkambou},
editor = {Kishan G. Mehrotra and
Chilukuri K. Mohan and
Jae C. Oh and
Pramod K. Varshney and
Moonis Ali},
title = {Implementing an Efficient Causal Learning Mechanism in a Cognitive
Tutoring Agent},
booktitle = {Modern Approaches in Applied Intelligence - 24th International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2011, Syracuse, NY, USA, June 28 - July 1, 2011,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6704},
pages = {27--36},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21827-9\_4},
doi = {10.1007/978-3-642-21827-9\_4},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/FaghihiFN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/Fournier-VigerNMNF11,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Andr{\'{e}} Mayers and
Engelbert Mephu Nguifo and
Usef Faghihi},
editor = {Ildar Z. Batyrshin and
Grigori Sidorov},
title = {An Hybrid Expert Model to Support Tutoring Services in Robotic Arm
Manipulations},
booktitle = {Advances in Artificial Intelligence - 10th Mexican International Conference
on Artificial Intelligence, {MICAI} 2011, Puebla, Mexico, November
26 - December 4, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7094},
pages = {478--489},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25324-9\_41},
doi = {10.1007/978-3-642-25324-9\_41},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micai/Fournier-VigerNMNF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Fournier-VigerNT11,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Vincent Shin{-}Mu Tseng},
editor = {William C. Chu and
W. Eric Wong and
Mathew J. Palakal and
Chih{-}Cheng Hung},
title = {RuleGrowth: mining sequential rules common to several sequences by
pattern-growth},
booktitle = {Proceedings of the 2011 {ACM} Symposium on Applied Computing (SAC),
TaiChung, Taiwan, March 21 - 24, 2011},
pages = {956--961},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1982185.1982394},
doi = {10.1145/1982185.1982394},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/Fournier-VigerNT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ets/Fournier-VigerFNN10,
author = {Philippe Fournier{-}Viger and
Usef Faghihi and
Roger Nkambou and
Engelbert Mephu Nguifo},
title = {Exploiting Sequential Patterns Found in Users' Solutions and Virtual
Tutor Behavior to Improve Assistance in {ITS}},
journal = {J. Educ. Technol. Soc.},
volume = {13},
number = {1},
pages = {13--24},
year = {2010},
url = {http://www.ifets.info/abstract.php?art\_id=1014},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ets/Fournier-VigerFNN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/Fournier-VigerFNN10,
author = {Philippe Fournier{-}Viger and
Usef Faghihi and
Roger Nkambou and
Engelbert Mephu Nguifo},
editor = {Hans W. Guesgen and
R. Charles Murray},
title = {{CMRULES:} An Efficient Algorithm for Mining Sequential Rules Common
to Several Sequences},
booktitle = {Proceedings of the Twenty-Third International Florida Artificial Intelligence
Research Society Conference, May 19-21, 2010, Daytona Beach, Florida,
{USA}},
publisher = {{AAAI} Press},
year = {2010},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/2010/paper/view/1390},
timestamp = {Wed, 26 Oct 2022 08:35:20 +0200},
biburl = {https://dblp.org/rec/conf/flairs/Fournier-VigerFNN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/FaghihiFNP10,
author = {Usef Faghihi and
Philippe Fournier{-}Viger and
Roger Nkambou and
Pierre Poirier},
editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera and
Colin Fyfe and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Moonis Ali},
title = {The Combination of a Causal and Emotional Learning Mechanism for an
Improved Cognitive Tutoring Agent},
booktitle = {Trends in Applied Intelligent Systems - 23rd International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6097},
pages = {438--449},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13025-0\_46},
doi = {10.1007/978-3-642-13025-0\_46},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/FaghihiFNP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/Fournier-VigerNNM10,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Engelbert Mephu Nguifo and
Andr{\'{e}} Mayers},
editor = {Vincent Aleven and
Judy Kay and
Jack Mostow},
title = {{ITS} in Ill-Defined Domains: Toward Hybrid Approaches},
booktitle = {Intelligent Tutoring Systems, 10th International Conference, {ITS}
2010, Pittsburgh, PA, USA, June 14-18, 2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6095},
pages = {318--320},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13437-1\_57},
doi = {10.1007/978-3-642-13437-1\_57},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/its/Fournier-VigerNNM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Fournier-VigerNN10,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Engelbert Mephu Nguifo},
editor = {Roger Nkambou and
Jacqueline Bourdeau and
Riichiro Mizoguchi},
title = {Building Intelligent Tutoring Systems for Ill-Defined Domains},
booktitle = {Advances in Intelligent Tutoring Systems},
volume = {308},
pages = {81--101},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14363-2\_5},
doi = {10.1007/978-3-642-14363-2\_5},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/Fournier-VigerNN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/NkambouFN09,
author = {Roger Nkambou and
Philippe Fournier{-}Viger and
Engelbert Mephu Nguifo},
title = {Improving the Behavior of Intelligent Tutoring Agents with Data Mining},
journal = {{IEEE} Intell. Syst.},
volume = {24},
number = {3},
pages = {46--53},
year = {2009},
url = {https://doi.org/10.1109/MIS.2009.59},
doi = {10.1109/MIS.2009.59},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/NkambouFN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/Fournier-VigerNN09,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Engelbert Mephu Nguifo},
editor = {Vania Dimitrova and
Riichiro Mizoguchi and
Benedict du Boulay and
Arthur C. Graesser},
title = {Exploiting Partial Problem Spaces Learned from Users' Interactions
to Provide Key Tutoring Services in Procedural and Ill-Defined Domains},
booktitle = {Artificial Intelligence in Education: Building Learning Systems that
Care: From Knowledge Representation to Affective Modelling, Proceedings
of the 14th International Conference on Artificial Intelligence in
Education, {AIED} 2009, July 6-10, 2009, Brighton, {UK}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {200},
pages = {383--390},
publisher = {{IOS} Press},
year = {2009},
url = {https://doi.org/10.3233/978-1-60750-028-5-383},
doi = {10.3233/978-1-60750-028-5-383},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aied/Fournier-VigerNN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/FaghihiFNP09,
author = {Usef Faghihi and
Philippe Fournier{-}Viger and
Roger Nkambou and
Pierre Poirier},
editor = {Been{-}Chian Chien and
Tzung{-}Pei Hong and
Shyi{-}Ming Chen and
Moonis Ali},
title = {A Generic Episodic Learning Model Implemented in a Cognitive Agent
by Means of Temporal Pattern Mining},
booktitle = {Next-Generation Applied Intelligence, 22nd International Conference
on Industrial, Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2009, Tainan, Taiwan, June 24-27, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5579},
pages = {545--555},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02568-6\_55},
doi = {10.1007/978-3-642-02568-6\_55},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/FaghihiFNP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeeIA/FaghihiFNPM09,
author = {Usef Faghihi and
Philippe Fournier{-}Viger and
Roger Nkambou and
Pierre Poirier and
Andr{\'{e}} Mayers},
title = {How Emotional Mechanism Helps Episodic Learning in a Cognitive Agent},
booktitle = {Proceedings of the {IEEE} Symposium on Intelligent Agents, {IA} 2009,
part of the {IEEE} Symposium Series on Computational Intelligence
2009, Nashville, TN, USA, March 30, 2009 - April 2, 2009},
pages = {23--30},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/IA.2009.4927496},
doi = {10.1109/IA.2009.4927496},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ieeeIA/FaghihiFNPM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/09/Fournier-VigerNFN09,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Usef Faghihi and
Engelbert Mephu Nguifo},
editor = {Longbing Cao},
title = {Mining Temporal Patterns to Improve Agents Behavior: Two Case Studies},
booktitle = {Data Mining and Multi-agent Integration},
pages = {77--92},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-1-4419-0522-2\_5},
doi = {10.1007/978-1-4419-0522-2\_5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/09/Fournier-VigerNFN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0901-4761,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Engelbert Mephu Nguifo},
title = {A Knowledge Discovery Framework for Learning Task Models from User
Interactions in Intelligent Tutoring Systems},
journal = {CoRR},
volume = {abs/0901.4761},
year = {2009},
url = {http://arxiv.org/abs/0901.4761},
eprinttype = {arXiv},
eprint = {0901.4761},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0901-4761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FaghihiFNPM09,
author = {Usef Faghihi and
Philippe Fournier{-}Viger and
Roger Nkambou and
Pierre Poirier and
Andr{\'{e}} Mayers},
title = {How Emotional Mechanism Helps Episodic Learning in a Cognitive Agent},
journal = {CoRR},
volume = {abs/0901.4963},
year = {2009},
url = {http://arxiv.org/abs/0901.4963},
eprinttype = {arXiv},
eprint = {0901.4963},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FaghihiFNPM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlt/Fournier-VigerNM08,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Andr{\'{e}} Mayers},
title = {Evaluating Spatial Representations and Skills in a Simulator-Based
Tutoring System},
journal = {{IEEE} Trans. Learn. Technol.},
volume = {1},
number = {1},
pages = {63--74},
year = {2008},
url = {https://doi.org/10.1109/TLT.2008.13},
doi = {10.1109/TLT.2008.13},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tlt/Fournier-VigerNM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ectel/Fournier-VigerNM08,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Andr{\'{e}} Mayers},
editor = {Pierre Dillenbourg and
Marcus Specht},
title = {Evaluating Spatial Knowledge through Problem-Solving in Virtual Learning
Environments},
booktitle = {Times of Convergence. Technologies Across Learning Contexts, Third
European Conference on Technology Enhanced Learning, {EC-TEL} 2008,
Maastricht, The Netherlands, September 16-19, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5192},
pages = {15--26},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87605-2\_2},
doi = {10.1007/978-3-540-87605-2\_2},
timestamp = {Mon, 28 Aug 2023 21:17:28 +0200},
biburl = {https://dblp.org/rec/conf/ectel/Fournier-VigerNM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/Fournier-VigerNM08,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Andr{\'{e}} Mayers},
editor = {David Wilson and
H. Chad Lane},
title = {A Framework for Evaluating Semantic Knowledge in Problem-Solving-Based
Intelligent Tutoring Systems},
booktitle = {Proceedings of the Twenty-First International Florida Artificial Intelligence
Research Society Conference, May 15-17, 2008, Coconut Grove, Florida,
{USA}},
pages = {409--414},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/FLAIRS/2008/flairs08-098.php},
timestamp = {Wed, 26 Oct 2022 08:35:23 +0200},
biburl = {https://dblp.org/rec/conf/flairs/Fournier-VigerNM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/NkambouNF08,
author = {Roger Nkambou and
Engelbert Mephu Nguifo and
Philippe Fournier{-}Viger},
editor = {Beverly Park Woolf and
Esma A{\"{\i}}meur and
Roger Nkambou and
Susanne P. Lajoie},
title = {Using Knowledge Discovery Techniques to Support Tutoring in an Ill-Defined
Domain},
booktitle = {Intelligent Tutoring Systems, 9th International Conference, {ITS}
2008, Montreal, Canada, June 23-27, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5091},
pages = {395--405},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69132-7\_43},
doi = {10.1007/978-3-540-69132-7\_43},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/its/NkambouNF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/Fournier-VigerNN08,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Engelbert Mephu Nguifo},
editor = {Alexander F. Gelbukh and
Eduardo F. Morales},
title = {A Knowledge Discovery Framework for Learning Task Models from User
Interactions in Intelligent Tutoring Systems},
booktitle = {{MICAI} 2008: Advances in Artificial Intelligence, 7th Mexican International
Conference on Artificial Intelligence, Atizap{\'{a}}n de Zaragoza,
Mexico, October 27-31, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5317},
pages = {765--778},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88636-5\_72},
doi = {10.1007/978-3-540-88636-5\_72},
timestamp = {Mon, 19 Apr 2021 08:51:04 +0200},
biburl = {https://dblp.org/rec/conf/micai/Fournier-VigerNN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/NkambouNCF07,
author = {Roger Nkambou and
Engelbert Mephu Nguifo and
Olivier Couturier and
Philippe Fournier{-}Viger},
editor = {Ziad Kobti and
Dan Wu},
title = {Problem-Solving Knowledge Mining from Users' Actions in an Intelligent
Tutoring System},
booktitle = {Advances in Artificial Intelligence, 20th Conference of the Canadian
Society for Computational Studies of Intelligence, Canadian {AI} 2007,
Montreal, Canada, May 28-30, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4509},
pages = {393--404},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72665-4\_34},
doi = {10.1007/978-3-540-72665-4\_34},
timestamp = {Thu, 28 Sep 2023 12:27:08 +0200},
biburl = {https://dblp.org/rec/conf/ai/NkambouNCF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/NkambouNCF07,
author = {Roger Nkambou and
Engelbert Mephu Nguifo and
Olivier Couturier and
Philippe Fournier{-}Viger},
editor = {Rosemary Luckin and
Kenneth R. Koedinger and
Jim E. Greer},
title = {A Framework for Problem-Solving Knowledge Mining from Users' Actions},
booktitle = {Artificial Intelligence in Education, Building Technology Rich Learning
Contexts That Work, Proceedings of the 13th International Conference
on Artificial Intelligence in Education, {AIED} 2007, July 9-13, 2007,
Los Angeles, California, {USA}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {158},
pages = {623--625},
publisher = {{IOS} Press},
year = {2007},
timestamp = {Thu, 12 Feb 2009 13:16:45 +0100},
biburl = {https://dblp.org/rec/conf/aied/NkambouNCF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/Fournier-VigerNMD07,
author = {Philippe Fournier{-}Viger and
Roger Nkambou and
Andr{\'{e}} Mayers and
Daniel Dubois},
editor = {J. Michael Spector and
Demetrios G. Sampson and
Toshio Okamoto and
Kinshuk and
Stefano A. Cerri and
Maomi Ueno and
Akihiro Kashihara},
title = {Automatic Evaluation of Spatial Representations for Complex Robotic
Arms Manipulations},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Advanced
Learning Technologies, {ICALT} 2007, Niigata, Japan, July 18-20, 2007},
pages = {279--281},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICALT.2007.81},
doi = {10.1109/ICALT.2007.81},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icalt/Fournier-VigerNMD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/NajjarFLM06,
author = {Mehdi Najjar and
Philippe Fournier{-}Viger and
Jean{-}Fran{\c{c}}ois Lebeau and
Andr{\'{e}} Mayers},
editor = {Yiyu Yao and
Zhongzhi Shi and
Yingxu Wang and
Witold Kinsner},
title = {Recalling Recollections according to Temporal Contexts Applying a
Novel Cognitive Knowledge Representation Approach},
booktitle = {Proceedings of the Firth {IEEE} International Conference on Cognitive
Informatics, {ICCI} 2006, July 17-19, Beijing, China},
pages = {424--433},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/COGINF.2006.365527},
doi = {10.1109/COGINF.2006.365527},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEicci/NajjarFLM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/Fournier-VigerNMN06,
author = {Philippe Fournier{-}Viger and
Mehdi Najjar and
Andr{\'{e}} Mayers and
Roger Nkambou},
editor = {Mitsuru Ikeda and
Kevin D. Ashley and
Tak{-}Wai Chan},
title = {From Black-Box Learning Objects to Glass-Box Learning Objects},
booktitle = {Intelligent Tutoring Systems, 8th International Conference, {ITS}
2006, Jhongli, Taiwan, June 26-30, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4053},
pages = {258--267},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11774303\_26},
doi = {10.1007/11774303\_26},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/its/Fournier-VigerNMN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/NajjarFMH05,
author = {Mehdi Najjar and
Philippe Fournier{-}Viger and
Andr{\'{e}} Mayers and
Jean Halle},
title = {{DOKGETT} - An Authoring Tool for Cognitive Model-Based Generation
of the Knowledge},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Advanced
Learning Technologies, {ICALT} 2005, Kaohsiung, Taiwan, July 5-8,
2005},
pages = {371--375},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICALT.2005.127},
doi = {10.1109/ICALT.2005.127},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icalt/NajjarFMH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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