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Philippe Fournier-Viger
Person information

- affiliation: Harbin Institute of Technology, School of Natural Sciences and Humanities, Shenzhen, China
- affiliation: University of Quebec in Montreal, Department of Computer Sciences, QC, Canada
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2020 – today
- 2022
- [j152]Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun:
Frequent high minimum average utility sequence mining with constraints in dynamic databases using efficient pruning strategies. Appl. Intell. 52(6): 6106-6128 (2022) - [j151]Yuehua Wang, Youxi Wu
, Yan Li, Fang Yao, Philippe Fournier-Viger, Xindong Wu:
Self-adaptive nonoverlapping sequential pattern mining. Appl. Intell. 52(6): 6646-6661 (2022) - [j150]Philippe Fournier-Viger
, Ying Wang, Peng Yang, Jerry Chun-Wei Lin
, Unil Yun, Rage Uday Kiran:
TSPIN: mining top-k stable periodic patterns. Appl. Intell. 52(6): 6917-6938 (2022) - [j149]Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun:
Mining interesting sequences with low average cost and high average utility. Appl. Intell. 52(7): 7136-7157 (2022) - [j148]Jerry Chun-Wei Lin
, Youcef Djenouri, Gautam Srivastava, Philippe Fournier-Viger:
Efficient evolutionary computation model of closed high-utility itemset mining. Appl. Intell. 52(9): 10604-10616 (2022) - [j147]Wei Song
, Wei Ye, Philippe Fournier-Viger
:
Mining sequential patterns with flexible constraints from MOOC data. Appl. Intell. 52(14): 16458-16474 (2022) - [j146]Hamido Fujita
, Philippe Fournier-Viger, Moonis Ali:
Editorial of special issue on emerging topics in applied intelligence. Appl. Intell. 52(15): 16991-16992 (2022) - [j145]Xinzheng Niu
, Yunhong Zheng, Philippe Fournier-Viger, Bing Wang:
Parallel grid-based density peak clustering of big trajectory data. Appl. Intell. 52(15): 17042-17057 (2022) - [j144]M. Saqib Nawaz, Philippe Fournier-Viger
, Muhammad Zohaib Nawaz, Guoting Chen, Youxi Wu:
MalSPM: Metamorphic malware behavior analysis and classification using sequential pattern mining. Comput. Secur. 118: 102741 (2022) - [j143]Yu-Lin He
, Guiliang Ou, Philippe Fournier-Viger
, Joshua Zhexue Huang, Ponnuthurai Nagaratnam Suganthan
:
A novel dependency-oriented mixed-attribute data classification method. Expert Syst. Appl. 199: 116782 (2022) - [j142]Huy Minh Huynh
, Loan T. T. Nguyen
, Bay Vo, Zuzana Komínková Oplatková
, Philippe Fournier-Viger
, Unil Yun
:
An efficient parallel algorithm for mining weighted clickstream patterns. Inf. Sci. 582: 349-368 (2022) - [j141]N. T. Tung, Loan T. T. Nguyen, Trinh D. D. Nguyen, Philippe Fournier-Viger, Ngoc Thanh Nguyen, Bay Vo:
Efficient mining of cross-level high-utility itemsets in taxonomy quantitative databases. Inf. Sci. 587: 41-62 (2022) - [j140]Youxi Wu, Zhu Yuan, Yan Li, Lei Guo, Philippe Fournier-Viger, Xindong Wu:
NWP-Miner: Nonoverlapping weak-gap sequential pattern mining. Inf. Sci. 588: 124-141 (2022) - [j139]Shimin Wang, Xinzheng Niu, Philippe Fournier-Viger, Dongmei Zhou, Fan Min
:
A graph based approach for mining significant places in trajectory data. Inf. Sci. 609: 172-194 (2022) - [j138]Jiahong Liu, Philippe Fournier-Viger, Min Zhou, Ganghuan He, Mourad Nouioua:
CSPM: Discovering compressing stars in attributed graphs. Inf. Sci. 611: 126-158 (2022) - [j137]Bac Le, Tin C. Truong, Hai V. Duong, Philippe Fournier-Viger, Hamido Fujita:
H-FHAUI: Hiding frequent high average utility itemsets. Inf. Sci. 611: 408-431 (2022) - [j136]Xiaojie Zhang, Yanlin Qi, Guoting Chen, Wensheng Gan
, Philippe Fournier-Viger:
Fuzzy-driven periodic frequent pattern mining. Inf. Sci. 618: 253-269 (2022) - [j135]Ham Nguyen, Tuong Le
, Minh Nguyen, Philippe Fournier-Viger, Vincent S. Tseng, Bay Vo
:
Mining frequent weighted utility itemsets in hierarchical quantitative databases. Knowl. Based Syst. 237: 107709 (2022) - [j134]Peng Wu
, Xinzheng Niu
, Philippe Fournier-Viger, Cheng Huang, Bing Wang:
UBP-Miner: An efficient bit based high utility itemset mining algorithm. Knowl. Based Syst. 248: 108865 (2022) - [j133]Hai V. Duong
, Ngan T. H. Le, Thong Tran, Tin C. Truong, Bac Le
, Philippe Fournier-Viger
:
Efficient algorithms for mining closed and maximal high utility itemsets. Knowl. Based Syst. 257: 109921 (2022) - [j132]Guangning Xu, Di Xian, Philippe Fournier-Viger, Xutao Li, Yunming Ye, Xiuqing Hu:
AM-ConvGRU: a spatio-temporal model for typhoon path prediction. Neural Comput. Appl. 34(8): 5905-5921 (2022) - [j131]Yulin He, Xuan Ye, Joshua Zhexue Huang, Philippe Fournier-Viger:
Bayesian Attribute Bagging-Based Extreme Learning Machine for High-Dimensional Classification and Regression. ACM Trans. Intell. Syst. Technol. 13(2): 30:1-30:26 (2022) - [j130]Youxi Wu, Lanfang Luo, Yan Li, Lei Guo, Philippe Fournier-Viger, Xingquan Zhu, Xindong Wu:
NTP-Miner: Nonoverlapping Three-Way Sequential Pattern Mining. ACM Trans. Knowl. Discov. Data 16(3): 51:1-51:21 (2022) - [j129]M. Saqib Nawaz, Philippe Fournier-Viger
, Unil Yun, Youxi Wu
, Wei Song
:
Mining High Utility Itemsets with Hill Climbing and Simulated Annealing. ACM Trans. Manag. Inf. Syst. 13(1): 4:1-4:22 (2022) - [c175]M. Saqib Nawaz, Philippe Fournier-Viger, Yulin He:
S-PDB: Analysis and Classification of SARS-CoV-2 Spike Protein Structures. BIBM 2022: 2259-2265 - [c174]Philippe Fournier-Viger, Wensheng Gan, Youxi Wu, Mourad Nouioua, Wei Song
, Tin C. Truong, Hai Van Duong:
Pattern Mining: Current Challenges and Opportunities. DASFAA (Workshops) 2022: 34-49 - [c173]Jiahong Liu, Min Zhou, Philippe Fournier-Viger, Menglin Yang, Lujia Pan, Mourad Nouioua:
Discovering Representative Attribute-stars via Minimum Description Length. ICDE 2022: 68-80 - [c172]Xueqin Du, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang:
DenMG: Density-Based Member Generation for Ensemble Clustering. ICPP Workshops 2022: 24:1-24:7 - [c171]Xu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Bing Wang:
Two-Stage Traffic Clustering Based on HNSW. IEA/AIE 2022: 609-620 - [c170]Gaojuan Fan, Huaiyuan Xiao, Chongsheng Zhang, George Almpanidis
, Philippe Fournier-Viger, Hamido Fujita
:
Parallel High Utility Itemset Mining. IEA/AIE 2022: 819-830 - [c169]Guiliang Ou, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang:
Auto-Encoding Independent Attribute Transformation for Naive Bayesian Classifier. IJCNN 2022: 1-8 - [c168]Di Zhao, Yun Sing Koh, Philippe Fournier-Viger:
Measuring Drift Severity by Tree Structure Classifiers. IJCNN 2022: 1-8 - [c167]M. Saqib Nawaz
, Philippe Fournier-Viger
, Naji Alhusaini
, Yulin He
, Youxi Wu
, Debdatta Bhattacharya:
LCIM: Mining Low Cost High Utility Itemsets. MIWAI 2022: 73-85 - [c166]Philippe Fournier-Viger
, M. Saqib Nawaz
, Yulin He
, Youxi Wu
, Farid Nouioua
, Unil Yun
:
MaxFEM: Mining Maximal Frequent Episodes in Complex Event Sequences. MIWAI 2022: 86-98 - [c165]M. Saqib Nawaz, Muhammad Zohaib Nawaz, Osman Hasan, Philippe Fournier-Viger:
Metaheuristic Algorithms for Proof Searching in HOL4. SEKE 2022: 376-381 - [c164]M. Saqib Nawaz, Saleha Noor, Philippe Fournier-Viger:
Reasoning About Order Crossover in Genetic Algorithms. ICSI (1) 2022: 261-271 - [e5]Hamido Fujita
, Philippe Fournier-Viger
, Moonis Ali, Yinglin Wang:
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. Lecture Notes in Computer Science 13343, Springer 2022, ISBN 978-3-031-08529-1 [contents] - [i14]Jiahong Liu, Menglin Yang, Min Zhou, Shanshan Feng, Philippe Fournier-Viger:
Enhancing Hyperbolic Graph Embeddings via Contrastive Learning. CoRR abs/2201.08554 (2022) - [i13]Wensheng Gan, Guoting Chen, Hongzhi Yin, Philippe Fournier-Viger, Chien-Ming Chen, Philip S. Yu:
Towards Revenue Maximization with Popular and Profitable Products. CoRR abs/2202.13041 (2022) - [i12]Jiahong Liu, Min Zhou, Philippe Fournier-Viger, Menglin Yang, Lujia Pan, Mourad Nouioua:
Discovering Representative Attribute-stars via Minimum Description Length. CoRR abs/2204.12704 (2022) - [i11]Jinbao Miao, Wensheng Gan, Shicheng Wan, Yongdong Wu, Philippe Fournier-Viger:
Towards Target High-Utility Itemsets. CoRR abs/2206.06157 (2022) - [i10]Youxi Wu, Xiaoqian Zhao, Yan Li, Lei Guo, Xingquan Zhu, Philippe Fournier-Viger, Xindong Wu:
OPR-Miner: Order-preserving rule mining for time series. CoRR abs/2209.08932 (2022) - 2021
- [j128]Jerry Chun-Wei Lin
, Philippe Fournier-Viger, Vincent S. Tseng, Philip S. Yu:
IEEE Access Special Section Editorial: Utility-Pattern Mining: Theoretical Analytics and Applications. IEEE Access 9: 16604-16607 (2021) - [j127]Hamido Fujita, Philippe Fournier-Viger, Jun Sasaki, Moonis Ali:
Advances in Theory and Applications of Artificial Intelligence. AI Mag. 42(1): 86-87 (2021) - [j126]M. Saqib Nawaz, Muhammad Zohaib Nawaz, Osman Hasan
, Philippe Fournier-Viger, Meng Sun:
Proof searching and prediction in HOL4 with evolutionary/heuristic and deep learning techniques. Appl. Intell. 51(3): 1580-1601 (2021) - [j125]Xiangyu Liu, Xinzheng Niu, Philippe Fournier-Viger:
Fast Top-K association rule mining using rule generation property pruning. Appl. Intell. 51(4): 2077-2093 (2021) - [j124]M. Saqib Nawaz, Philippe Fournier-Viger, Abbas Shojaee, Hamido Fujita
:
Using artificial intelligence techniques for COVID-19 genome analysis. Appl. Intell. 51(5): 3086-3103 (2021) - [j123]Mourad Nouioua, Philippe Fournier-Viger, Cheng-Wei Wu, Jerry Chun-Wei Lin
, Wensheng Gan:
FHUQI-Miner: Fast high utility quantitative itemset mining. Appl. Intell. 51(10): 6785-6809 (2021) - [j122]M. Saqib Nawaz, Muhammad Zohaib Nawaz, Osman Hasan, Philippe Fournier-Viger, Meng Sun:
An evolutionary/heuristic-based proof searching framework for interactive theorem prover. Appl. Soft Comput. 104: 107200 (2021) - [j121]Jerry Chun-Wei Lin
, Youcef Djenouri
, Gautam Srivastava
, Unil Yun, Philippe Fournier-Viger:
A predictive GA-based model for closed high-utility itemset mining. Appl. Soft Comput. 108: 107422 (2021) - [j120]Mustapha Bouakkaz, Youcef Ouinten, Sabine Loudcher, Philippe Fournier-Viger:
Enhancing link prediction in dynamic networks using content aggregation. Clust. Comput. 24(4): 3055-3063 (2021) - [j119]Jimmy Ming-Tai Wu, Gautam Srivastava
, Alireza Jolfaei
, Philippe Fournier-Viger, Jerry Chun-Wei Lin
:
Hiding sensitive information in eHealth datasets. Future Gener. Comput. Syst. 117: 169-180 (2021) - [j118]Jaroslav Frnda
, Michal Pavlicko
, Marek Durica, Lukas Sevcik, Miroslav Voznák, Philippe Fournier-Viger, Jerry Chun-Wei Lin
:
A new perceptual evaluation method of video quality based on neural network. Intell. Data Anal. 25(3): 571-587 (2021) - [j117]Jongseong Kim
, Unil Yun
, Hyunsoo Kim
, Taewoong Ryu
, Jerry Chun-Wei Lin
, Philippe Fournier-Viger
, Witold Pedrycz
:
Average utility driven data analytics on damped windows for intelligent systems with data streams. Int. J. Intell. Syst. 36(10): 5741-5769 (2021) - [j116]Philippe Fournier-Viger
, Peng Yang, Rage Uday Kiran, Sebastián Ventura
, José María Luna:
Mining local periodic patterns in a discrete sequence. Inf. Sci. 544: 519-548 (2021) - [j115]Lior Shabtay, Philippe Fournier-Viger
, Rami Yaari
, Itai Dattner:
A guided FP-Growth algorithm for mining multitude-targeted item-sets and class association rules in imbalanced data. Inf. Sci. 553: 353-375 (2021) - [j114]Tin C. Truong, Hai V. Duong
, Bac Le
, Philippe Fournier-Viger, Unil Yun
, Hamido Fujita
:
Efficient algorithms for mining frequent high utility sequences with constraints. Inf. Sci. 568: 239-264 (2021) - [j113]Heonho Kim, Unil Yun, Yoonji Baek, Hyunsoo Kim, Hyoju Nam, Jerry Chun-Wei Lin
, Philippe Fournier-Viger:
Damped sliding based utility oriented pattern mining over stream data. Knowl. Based Syst. 213: 106653 (2021) - [j112]Youxi Wu
, Meng Geng, Yan Li
, Lei Guo, Zhao Li, Philippe Fournier-Viger
, Xingquan Zhu
, Xindong Wu:
HANP-Miner: High average utility nonoverlapping sequential pattern mining. Knowl. Based Syst. 229: 107361 (2021) - [j111]Saleha Noor, Yi Guo, Syed Hamad Hassan Shah, Philippe Fournier-Viger, M. Saqib Nawaz:
Analysis of public reactions to the novel Coronavirus (COVID-19) outbreak on Twitter. Kybernetes 50(5): 1633-1653 (2021) - [j110]Wensheng Gan
, Jerry Chun-Wei Lin
, Jiexiong Zhang, Philippe Fournier-Viger
, Han-Chieh Chao, Philip S. Yu:
Fast Utility Mining on Sequence Data. IEEE Trans. Cybern. 51(2): 487-500 (2021) - [j109]Wensheng Gan
, Guoting Chen, Hongzhi Yin
, Philippe Fournier-Viger, Chien-Ming Chen
, Philip S. Yu:
Towards Revenue Maximization with Popular and Profitable Products. Trans. Data Sci. 2(4): 42:1-42:21 (2021) - [j108]Wensheng Gan, Jerry Chun-Wei Lin
, Jiexiong Zhang, Hongzhi Yin
, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu:
Utility Mining Across Multi-Dimensional Sequences. ACM Trans. Knowl. Discov. Data 15(5): 82:1-82:24 (2021) - [j107]Wensheng Gan
, Jerry Chun-Wei Lin
, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng
, Philip S. Yu:
A Survey of Utility-Oriented Pattern Mining. IEEE Trans. Knowl. Data Eng. 33(4): 1306-1327 (2021) - [j106]Wensheng Gan, Jerry Chun-Wei Lin
, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu:
Beyond Frequency: Utility Mining with Varied Item-specific Minimum Utility. ACM Trans. Internet Techn. 21(1): 3:1-3:32 (2021) - [c163]Philippe Fournier-Viger
, Yangming Chen, Farid Nouioua, Jerry Chun-Wei Lin
:
Mining Partially-Ordered Episode Rules in an Event Sequence. ACIIDS 2021: 3-15 - [c162]M. Saqib Nawaz, Philippe Fournier-Viger, Wei Song
, Jerry Chun-Wei Lin
, Bernd Noack:
Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset Mining. ACIIDS 2021: 16-28 - [c161]Mourad Nouioua, Philippe Fournier-Viger
, Wensheng Gan, Youxi Wu, Jerry Chun-Wei Lin
, Farid Nouioua:
TKQ: Top-K Quantitative High Utility Itemset Mining. ADMA 2021: 16-28 - [c160]R. Uday Kiran, Pradeep Pallikila, José María Luna, Philippe Fournier-Viger, Masashi Toyoda, P. Krishna Reddy:
Discovering Relative High Utility Itemsets in Very Large Transactional Databases Using Null-Invariant Measure. IEEE BigData 2021: 252-262 - [c159]Yangming Chen, Philippe Fournier-Viger
, Farid Nouioua, Youxi Wu:
Mining Partially-Ordered Episode Rules with the Head Support. DaWaK 2021: 266-271 - [c158]Md. Motaher Hossain, Youxi Wu, Philippe Fournier-Viger, Zhao Li, Lei Guo, Yan Li:
HSNP-Miner: High Utility Self-Adaptive Nonoverlapping Pattern Mining. ICBK 2021: 70-77 - [c157]Oualid Ouarem, Farid Nouioua, Philippe Fournier-Viger:
Mining Episode Rules from Event Sequences Under Non-overlapping Frequency. IEA/AIE (1) 2021: 73-85 - [c156]M. Saqib Nawaz, Philippe Fournier-Viger, Xinzheng Niu, Youxi Wu, Jerry Chun-Wei Lin
:
COVID-19 Genome Analysis Using Alignment-Free Methods. IEA/AIE (1) 2021: 316-328 - [c155]Dongzi Chen, Xinzheng Niu, Philippe Fournier-Viger, Wenxin Wu, Bing Wang:
Map-Matching Based on HMM for Urban Traffic. IEA/AIE (2) 2021: 462-473 - [c154]Usman Ahmed, Jerry Chun-Wei Lin
, Gautam Srivastava, Philippe Fournier-Viger:
A Transaction Classification Model of Federated Learning. IEA/AIE (1) 2021: 509-518 - [c153]Acquah Hackman, Yu Huang, Philippe Fournier-Viger, Vincent S. Tseng:
Stable High Utility Itemset Mining. iiWAS 2021: 296-302 - [c152]Yangming Chen, Philippe Fournier-Viger, Farid Nouioua, Youxi Wu:
Sequence Prediction using Partially-Ordered Episode Rules. ICDM (Workshops) 2021: 574-580 - [c151]Mourad Nouioua, Philippe Fournier-Viger, Jun-Feng Qu, Jerry Chun-Wei Lin
, Wensheng Gan, Wei Song
:
CHUQI-Miner: Mining Correlated Quantitative High Utility Itemsets. ICDM (Workshops) 2021: 599-606 - [c150]Usman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Chien-Fu Cheng:
Privacy-Preserving Periodic Frequent Pattern Model in AIoT Applications. ISPACS 2021: 1-2 - [c149]Hanh-Thong Huynh, Hai V. Duong, Tin C. Truong, Bac Le, Philippe Fournier-Viger:
Mining High Utility Sequences with a Novel Utility Function. KSE 2021: 1-6 - [c148]M. Saqib Nawaz, Philippe Fournier-Viger, Muhammad Zohaib Nawaz, Guoting Chen
, Youxi Wu:
Metamorphic Malware Behavior Analysis Using Sequential Pattern Mining. PKDD/ECML Workshops (2) 2021: 90-103 - [c147]Philippe Fournier-Viger
, M. Saqib Nawaz
, Wei Song
, Wensheng Gan
:
Machine Learning for Intelligent Industrial Design. PKDD/ECML Workshops (2) 2021: 158-172 - [c146]Wei Song
, Chuanlong Zheng, Philippe Fournier-Viger
:
Mining Skyline Frequent-Utility Itemsets with Utility Filtering. PRICAI (1) 2021: 411-424 - [c145]M. Saqib Nawaz
, Meng Sun
, Philippe Fournier-Viger
:
Proof Searching in PVS Theorem Prover Using Simulated Annealing. ICSI (2) 2021: 253-262 - [e4]Michael Kamp
, Irena Koprinska
, Adrien Bibal
, Tassadit Bouadi
, Benoît Frénay
, Luis Galárraga
, José Oramas
, Linara Adilova, Yamuna Krishnamurthy
, Bo Kang
, Christine Largeron, Jefrey Lijffijt
, Tiphaine Viard, Pascal Welke
, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele
, Franz Pernkopf
, Michaela Blott
, Holger Fröning
, Günther Schindler, Riccardo Guidotti
, Anna Monreale
, Salvatore Rinzivillo
, Przemyslaw Biecek
, Eirini Ntoutsi
, Mykola Pechenizkiy
, Bodo Rosenhahn
, Christopher L. Buckley
, Daniela Cialfi
, Pablo Lanillos
, Maxwell Ramstead
, Tim Verbelen
, Pedro M. Ferreira
, Giuseppina Andresini
, Donato Malerba
, Ibéria Medeiros
, Philippe Fournier-Viger
, M. Saqib Nawaz
, Sebastián Ventura
, Meng Sun
, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo
, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama
, Ricard Gavaldà
, Lee A. D. Cooper
, Naghmeh Ghazaleh
, Jonas Richiardi
, Damian Roqueiro
, Diego Saldana Miranda
, Konstantinos Sechidis
, Guilherme Graça
:
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. Communications in Computer and Information Science 1524, Springer 2021, ISBN 978-3-030-93735-5 [contents] - [e3]Michael Kamp
, Irena Koprinska
, Adrien Bibal
, Tassadit Bouadi
, Benoît Frénay
, Luis Galárraga
, José Oramas
, Linara Adilova, Yamuna Krishnamurthy
, Bo Kang
, Christine Largeron, Jefrey Lijffijt
, Tiphaine Viard, Pascal Welke
, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele
, Franz Pernkopf
, Michaela Blott
, Holger Fröning
, Günther Schindler, Riccardo Guidotti
, Anna Monreale
, Salvatore Rinzivillo
, Przemyslaw Biecek
, Eirini Ntoutsi
, Mykola Pechenizkiy
, Bodo Rosenhahn
, Christopher L. Buckley
, Daniela Cialfi
, Pablo Lanillos
, Maxwell Ramstead
, Tim Verbelen
, Pedro M. Ferreira
, Giuseppina Andresini
, Donato Malerba
, Ibéria Medeiros
, Philippe Fournier-Viger
, M. Saqib Nawaz
, Sebastián Ventura
, Meng Sun
, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo
, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama
, Ricard Gavaldà
, Lee A. D. Cooper
, Naghmeh Ghazaleh
, Jonas Richiardi
, Damian Roqueiro
, Diego Saldana Miranda
, Konstantinos Sechidis
, Guilherme Graça
:
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. Communications in Computer and Information Science 1525, Springer 2021, ISBN 978-3-030-93732-4 [contents] - 2020
- [j105]Jerry Chun-Wei Lin
, Yuanfa Li, Philippe Fournier-Viger
, Youcef Djenouri
, Ji Zhang:
Efficient Chain Structure for High-Utility Sequential Pattern Mining. IEEE Access 8: 40714-40722 (2020) - [j104]Bay Vo
, Loan T. T. Nguyen
, Trinh D. D. Nguyen, Philippe Fournier-Viger
, Unil Yun
:
A Multi-Core Approach to Efficiently Mining High-Utility Itemsets in Dynamic Profit Databases. IEEE Access 8: 85890-85899 (2020) - [j103]M. Saqib Nawaz
, Philippe Fournier-Viger
, Ji Zhang
:
Proof Learning in PVS With Utility Pattern Mining. IEEE Access 8: 119806-119818 (2020) - [j102]José María Luna, Philippe Fournier-Viger
, Sebastián Ventura
:
Extracting User-Centric Knowledge on Two Different Spaces: Concepts and Records. IEEE Access 8: 134782-134799 (2020) - [j101]Xiang Li, Jiaxuan Li, Philippe Fournier-Viger
, M. Saqib Nawaz
, Jie Yao
, Jerry Chun-Wei Lin
:
Mining Productive Itemsets in Dynamic Databases. IEEE Access 8: 140122-140144 (2020) - [j100]Philippe Fournier-Viger
, Peng Yang, Zhitian Li, Jerry Chun-Wei Lin
, Rage Uday Kiran:
Discovering rare correlated periodic patterns in multiple sequences. Data Knowl. Eng. 126: 101733 (2020) - [j99]Khin Nandar Win
, Kenli Li, Jianguo Chen
, Philippe Fournier-Viger, Keqin Li:
Fingerprint classification and identification algorithms for criminal investigation: A survey. Future Gener. Comput. Syst. 110: 758-771 (2020) - [j98]Jongseong Kim, Unil Yun, Eunchul Yoon, Jerry Chun-Wei Lin
, Philippe Fournier-Viger
:
One scan based high average-utility pattern mining in static and dynamic databases. Future Gener. Comput. Syst. 111: 143-158 (2020) - [j97]Philippe Fournier-Viger
, Yimin Zhang, Jerry Chun-Wei Lin
, Duy-Tai Dinh
, Hoai Bac Le:
Mining correlated high-utility itemsets using various measures. Log. J. IGPL 28(1): 19-32 (2020) - [j96]Tin C. Truong
, Hai V. Duong, Bac Le, Philippe Fournier-Viger
:
EHAUSM: An efficient algorithm for high average utility sequence mining. Inf. Sci. 515: 302-323 (2020) - [j95]Hanane Amirat
, Nasreddine Lagraa, Philippe Fournier-Viger
, Youcef Ouinten:
NextRoute: a lossless model for accurate mobility prediction. J. Ambient Intell. Humaniz. Comput. 11(7): 2661-2681 (2020) - [j94]Jerry Chun-Wei Lin
, Ting Li, Matin Pirouz, Ji Zhang, Philippe Fournier-Viger
:
High average-utility sequential pattern mining based on uncertain databases. Knowl. Inf. Syst. 62(3): 1199-1228 (2020) - [j93]Philippe Fournier-Viger
, Jiaxuan Li, Jerry Chun-Wei Lin
, Tin Truong-Chi, R. Uday Kiran:
Mining cost-effective patterns in event logs. Knowl. Based Syst. 191: 105241 (2020) - [j92]Jun-Feng Qu, Philippe Fournier-Viger, Mengchi Liu, Bo Hang, Feng Wang:
Mining high utility itemsets using extended chain structure and utility machine. Knowl. Based Syst. 208: 106457 (2020) - [j91]Wensheng Gan
, Jerry Chun-Wei Lin
, Philippe Fournier-Viger
, Han-Chieh Chao, Philip S. Yu:
HUOPM: High-Utility Occupancy Pattern Mining. IEEE Trans. Cybern. 50(3): 1195-1208 (2020) - [j90]Yoonji Baek, Unil Yun
, Eunchul Yoon
, Philippe Fournier-Viger
:
Uncertainty-Based Pattern Mining for Maximizing Profit of Manufacturing Plants With List Structure. IEEE Trans. Ind. Electron. 67(11): 9914-9926 (2020) - [j89]Wensheng Gan, Jerry Chun-Wei Lin
, Han-Chieh Chao, Philippe Fournier-Viger, Xuan Wang, Philip S. Yu:
Utility-Driven Mining of Trend Information for Intelligent System. ACM Trans. Manag. Inf. Syst. 11(3): 14:1-14:28 (2020) - [j88]Philippe Fournier-Viger
, Ganghuan He, Chao Cheng, Jiaxuan Li, Min Zhou, Jerry Chun-Wei Lin
, Unil Yun:
A survey of pattern mining in dynamic graphs. WIREs Data Mining Knowl. Discov. 10(6) (2020) - [c144]Philippe Fournier-Viger, Ganghuan He, Jerry Chun-Wei Lin
, Heitor Murilo Gomes
:
Mining Attribute Evolution Rules in Dynamic Attributed Graphs. DaWaK 2020: 167-182 - [c143]R. Uday Kiran, Sourabh Shrivastava, Philippe Fournier-Viger, Koji Zettsu, Masashi Toyoda, Masaru Kitsuregawa:
Discovering Frequent Spatial Patterns in Very Large Spatiotemporal Databases. SIGSPATIAL/GIS 2020: 445-