Philippe Fournier-Viger - researchr alias

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Viewing Publication 1 - 100 from 368

2024

Special Issue Editorial on "The Innovative Use of Data Science to Transform How We Work and Live"Yee Ling Boo, Manik Gupta, Weijia Zhang, Philippe Fournier-Viger. dase, 9(1):3-4, March 2024. [doi]

Efficient algorithms to mine concise representations of frequent high utility occupancy patternsHai V. Duong, Huy Pham, Tin Truong, Philippe Fournier-Viger. apin, 54(5):4012-4042, March 2024. [doi]

Density estimation-based method to determine sample size for random sample partition of big dataYulin He, Jiaqi Chen, Jiaxing Shen, Philippe Fournier-Viger, Joshua Zhexue Huang. fcsc, 18(5), October 2024. [doi]

Targeted mining of contiguous sequential patternsKaixia Hu, Wensheng Gan, Shan Huang, Hao Peng, Philippe Fournier-Viger. isci, 653:119791, January 2024. [doi]

A survey of episode miningOualid Ouarem, Farid Nouioua, Philippe Fournier-Viger. widm, 14(2), March/April 2024. [doi]

Discovering frequent parallel episodes in complex event sequences by counting distinct occurrencesOualid Ouarem, Farid Nouioua, Philippe Fournier-Viger. apin, 54(1):701-721, January 2024. [doi]

COPP-Miner: Top-k Contrast Order-Preserving Pattern Mining for Time Series ClassificationYouxi Wu, Yufei Meng, Yan Li 0087, Lei Guo 0015, Xingquan Zhu 0001, Philippe Fournier-Viger, Xindong Wu 0001. tkde, 36(6):2372-2387, June 2024. [doi]

Symmetric Self-Paced Learning for Domain GeneralizationDi Zhao, Yun Sing Koh, Gillian Dobbie, Hongsheng Hu, Philippe Fournier-Viger. AAAI 2024: 16961-16969 [doi]

2023

Federated deep active learning for attention-based transaction classificationUsman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger. apin, 53(8):8631-8643, April 2023. [doi]

Incremental tree-based successive POI recommendation in location-based social networksHanane Amirat, Nasreddine Lagraa, Philippe Fournier-Viger, Youcef Ouinten, Mohammed Lamine Kherfi, Younes Guellouma. apin, 53(7):7562-7598, April 2023. [doi]

Extraction de co-localisations sous contrainte de la structure spatialeRodrigue Govan, Nazha Selmaoui-Folcher, Aristotelis Giannakos, Philippe Fournier-Viger. cnia 2023: [doi]

Co-location Pattern Mining Under the Spatial Structure ConstraintRodrigue Govan, Nazha Selmaoui-Folcher, Aristotelis Giannakos, Philippe Fournier-Viger. DEXA 2023: 186-193 [doi]

Observation points classifier ensemble for high-dimensional imbalanced classificationYulin He, Xu Li, Philippe Fournier-Viger, Joshua Zhexue Huang, Mianjie Li, Salman Salloum. caaitrit, 8(2):500-517, June 2023. [doi]

A novel observation points-based positive-unlabeled learning algorithmYulin He, Xu Li, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang, Salman Salloum. caaitrit, 8(4):1425-1443, December 2023. [doi]

A Hybrid Method to Measure Distribution Consistency of Mixed-Attribute DatasetsYulin He, Xuan Ye, De-Fa Huang, Philippe Fournier-Viger, Joshua Zhexue Huang. tai, 4(1):182-196, February 2023. [doi]

Wireless Network Slice Assignment With Incremental Random Vector Functional Link NetworkYulin He, Xuan Ye, Laizhong Cui, Philippe Fournier-Viger, Chengwen Luo 0001, Joshua Zhexue Huang, Ponnuthurai Nagaratnam Suganthan. tnse, 10(3):1283-1296, May - June 2023. [doi]

Multi-modal Chinese Fake News DetectionWenxi Huang, Zhangyi Zhao, Xiaojun Chen 0006, Mark Junjie Li, Qin Zhang, Philippe Fournier-Viger. icdm 2023: 109-117 [doi]

Targeted mining of top-k high utility itemsetsShan Huang, Wensheng Gan, Jinbao Miao, Xuming Han, Philippe Fournier-Viger. eaai, 126(Part D):107047, November 2023. [doi]

Heuristic approaches for hiding sensitive frequent itemsets in uncertain databasesMira Lefkir, Farid Nouioua, Philippe Fournier-Viger. pais 2023: 1-8 [doi]

k high utility itemsets through genetic algorithmsJosé María Luna, Rage Uday Kiran, Philippe Fournier-Viger, Sebastián Ventura. isci, 624:529-553, May 2023. [doi]

PSAC-PDB: Analysis and classification of protein structuresM. Saqib Nawaz, Philippe Fournier-Viger, Yulin He, Qin Zhang. cbm, 158:106814, May 2023. [doi]

Using alignment-free and pattern mining methods for SARS-CoV-2 genome analysisM. Saqib Nawaz, Philippe Fournier-Viger, Memoona Aslam, Wenjin Li, Yulin He, Xinzheng Niu. apin, 53(19):21920-21943, October 2023. [doi]

Mining High Utility Itemsets Using Prefix Trees and Utility VectorsJun-Feng Qu, Philippe Fournier-Viger, Mengchi Liu, Bo Hang, Chunyang Hu. tkde, 35(10):10224-10236, October 2023. [doi]

Discovering Fuzzy Partial Periodic Patterns in Quantitative Irregular Multiple Time SeriesPamalla Veena, Palla Likhitha, R. Uday Kiran, José María Luna, Philippe Fournier-Viger, Koji Zettsu. fuzzIEEE 2023: 1-7 [doi]

OPR-Miner: Order-Preserving Rule Mining for Time SeriesYouxi Wu, Xiaoqian Zhao, Yan Li 0087, Lei Guo 0015, Xingquan Zhu 0001, Philippe Fournier-Viger, Xindong Wu 0001. tkde, 35(11):11722-11735, November 2023. [doi]

Correction to: AM-ConvGRU: a spatio-temporal model for typhoon path predictionGuangning Xu, Di Xian, Philippe Fournier-Viger, Xutao Li, Yunming Ye, Xiuqing Hu. nca, 35(16):12235, June 2023. [doi]

A novel correlation Gaussian process regression-based extreme learning machineXuan Ye, Yulin He, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang. kais, 65(5):2017-2042, May 2023. [doi]

G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy UnknownsQin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, Shirui Pan. IJCAI 2023: 4576-4583 [doi]

Image-text Retrieval via Preserving Main Semantics of VisionXu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Xudong Dai. icmcs 2023: 1967-1972 [doi]

Mining Frequent Sequential Subgraph Evolutions in Dynamic Attributed GraphsZhi-cheng, Landy Andriamampianina, Franck Ravat, Jiefu Song, Nathalie Vallès-Parlangeau, Philippe Fournier-Viger, Nazha Selmaoui-Folcher. pakdd 2023: 66-78 [doi]

2022

CSPM: Discovering compressing stars in attributed graphsJiahong Liu 0001, Philippe Fournier-Viger, Min Zhou 0006, Ganghuan He, Mourad Nouioua. isci, 611:126-158, 2022. [doi]

Discovering Representative Attribute-stars via Minimum Description LengthJiahong Liu 0001, Min Zhou 0006, Philippe Fournier-Viger, Menglin Yang 0001, Lujia Pan, Mourad Nouioua. icde 2022: 68-80 [doi]

Mining sequential patterns with flexible constraints from MOOC dataWei Song 0004, Wei Ye, Philippe Fournier-Viger. apin, 52(14):16458-16474, 2022. [doi]

Mining High Utility Itemset with Multiple Minimum Utility Thresholds Based on Utility DeviationNaji Alhusaini, Jing Li 0047, Philippe Fournier-Viger, Ammar Hawbani, Guilin Chen. icdm 2022: 490-496 [doi]

Hui2Vec: Learning Transaction Embedding Through High Utility ItemsetsKhaled Belghith, Philippe Fournier-Viger, Jassem Jawadi. bigda 2022: 211-224 [doi]

DenMG: Density-Based Member Generation for Ensemble ClusteringXueqin Du, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang. icppw 2022: [doi]

Efficient algorithms for mining closed and maximal high utility itemsetsHai V. Duong, Ngan T. H. Le, Thong Tran, Tin C. Truong, Bac Le, Philippe Fournier-Viger. kbs, 257:109921, 2022. [doi]

Parallel High Utility Itemset MiningGaojuan Fan, Huaiyuan Xiao, Chongsheng Zhang, George Almpanidis, Philippe Fournier-Viger, Hamido Fujita. ieaaie 2022: 819-830 [doi]

Pattern Mining: Current Challenges and OpportunitiesPhilippe Fournier-Viger, Wensheng Gan, Youxi Wu, Mourad Nouioua, Wei Song 0004, Tin C. Truong, Hai Van Duong. dasfaa 2022: 34-49 [doi]

FastTIRP: Efficient Discovery of Time-Interval Related PatternsPhilippe Fournier-Viger, Yuechun Li, M. Saqib Nawaz, Yulin He. bigda 2022: 185-199 [doi]

MaxFEM: Mining Maximal Frequent Episodes in Complex Event SequencesPhilippe Fournier-Viger, M. Saqib Nawaz, Yulin He, Youxi Wu, Farid Nouioua, Unil Yun. miwai 2022: 86-98 [doi]

TSPIN: mining top-k stable periodic patternsPhilippe Fournier-Viger, Ying Wang, Peng Yang, Jerry Chun-Wei Lin, Unil Yun, Rage Uday Kiran. apin, 52(6):6917-6938, 2022. [doi]

Editorial of special issue on emerging topics in applied intelligenceHamido Fujita, Philippe Fournier-Viger, Moonis Ali. apin, 52(15):16991-16992, 2022. [doi]

A novel dependency-oriented mixed-attribute data classification methodYu-Lin He, Guiliang Ou, Philippe Fournier-Viger, Joshua Zhexue Huang, Ponnuthurai Nagaratnam Suganthan. eswa, 199:116782, 2022. [doi]

Bayesian Attribute Bagging-Based Extreme Learning Machine for High-Dimensional Classification and RegressionYulin He, Xuan Ye, Joshua Zhexue Huang, Philippe Fournier-Viger. tist, 13(2), 2022. [doi]

An efficient parallel algorithm for mining weighted clickstream patternsHuy M. Huynh, Loan T. T. Nguyen, Bay Vo, Zuzana Komínková Oplatková, Philippe Fournier-Viger, Unil Yun. isci, 582:349-368, 2022. [doi]

H-FHAUI: Hiding frequent high average utility itemsetsBac Le, Tin C. Truong, Hai V. Duong, Philippe Fournier-Viger, Hamido Fujita. isci, 611:408-431, 2022. [doi]

UPFP-growth++: An Efficient Algorithm to Find Periodic-Frequent Patterns in Uncertain Temporal DatabasesPalla Likhitha, Rage Veena, Rage Uday Kiran, Koji Zettsu, Masashi Toyoda, Philippe Fournier-Viger. iconip 2023: 182-194 [doi]

Efficient evolutionary computation model of closed high-utility itemset miningJerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Philippe Fournier-Viger. apin, 52(9):10604-10616, 2022. [doi]

MalSPM: Metamorphic malware behavior analysis and classification using sequential pattern miningM. Saqib Nawaz, Philippe Fournier-Viger, M. Zohaib Nawaz, Guoting Chen, Youxi Wu. compsec, 118:102741, 2022. [doi]

Mining High Utility Itemsets with Hill Climbing and Simulated AnnealingM. Saqib Nawaz, Philippe Fournier-Viger, Unil Yun, Youxi Wu, Wei Song 0004. tmis, 13(1), 2022. [doi]

Reasoning About Order Crossover in Genetic AlgorithmsM. Saqib Nawaz, Saleha Noor, Philippe Fournier-Viger. swarm 2022: 261-271 [doi]

S-PDB: Analysis and Classification of SARS-CoV-2 Spike Protein StructuresM. Saqib Nawaz, Philippe Fournier-Viger, Yulin He. bibm 2022: 2259-2265 [doi]

Metaheuristic Algorithms for Proof Searching in HOL4M. Saqib Nawaz, Muhammad Zohaib Nawaz, Osman Hasan, Philippe Fournier-Viger. seke 2022: 376-381 [doi]

LCIM: Mining Low Cost High Utility ItemsetsM. Saqib Nawaz, Philippe Fournier-Viger, Naji Alhusaini, Yulin He, Youxi Wu, Debdatta Bhattacharya. miwai 2022: 73-85 [doi]

Mining frequent weighted utility itemsets in hierarchical quantitative databasesHam Nguyen, Tuong Le, Minh Nguyen, Philippe Fournier-Viger, Vincent S. Tseng, Bay Vo. kbs, 237:107709, 2022. [doi]

Parallel grid-based density peak clustering of big trajectory dataXinzheng Niu, Yunhong Zheng, Philippe Fournier-Viger, Bing Wang. apin, 52(15):17042-17057, 2022. [doi]

Auto-Encoding Independent Attribute Transformation for Naive Bayesian ClassifierGuiliang Ou, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang. ijcnn 2022: 1-8 [doi]

Frequent high minimum average utility sequence mining with constraints in dynamic databases using efficient pruning strategiesTin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun. apin, 52(6):6106-6128, 2022. [doi]

Mining interesting sequences with low average cost and high average utilityTin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun. apin, 52(7):7136-7157, 2022. [doi]

Efficient mining of cross-level high-utility itemsets in taxonomy quantitative databasesN. T. Tung, Loan T. T. Nguyen, Trinh D. D. Nguyen, Philippe Fournier-Viger, Ngoc Thanh Nguyen, Bay Vo. isci, 587:41-62, 2022. [doi]

A graph based approach for mining significant places in trajectory dataShimin Wang, Xinzheng Niu, Philippe Fournier-Viger, Dongmei Zhou, Fan Min. isci, 609:172-194, 2022. [doi]

Self-adaptive nonoverlapping sequential pattern miningYuehua Wang, Youxi Wu, Yan Li, Fang Yao, Philippe Fournier-Viger, Xindong Wu 0001. apin, 52(6):6646-6661, 2022. [doi]

NTP-Miner: Nonoverlapping Three-Way Sequential Pattern MiningYouxi Wu, Lanfang Luo, Yan Li 0087, Lei Guo 0015, Philippe Fournier-Viger, Xingquan Zhu 0001, Xindong Wu 0001. tkdd, 16(3), 2022. [doi]

UBP-Miner: An efficient bit based high utility itemset mining algorithmPeng Wu, Xinzheng Niu, Philippe Fournier-Viger, Cheng Huang, Bing Wang. kbs, 248:108865, 2022. [doi]

NWP-Miner: Nonoverlapping weak-gap sequential pattern miningYouxi Wu, Zhu Yuan, Yan Li, Lei Guo 0015, Philippe Fournier-Viger, Xindong Wu 0001. isci, 588:124-141, 2022. [doi]

AM-ConvGRU: a spatio-temporal model for typhoon path predictionGuangning Xu, Di Xian, Philippe Fournier-Viger, Xutao Li, Yunming Ye, Xiuqing Hu. nca, 34(8):5905-5921, 2022. [doi]

Constraint-based Sequential Rule MiningZhaowen Yin, Wensheng Gan, Gengsen Huang, Yongdong Wu, Philippe Fournier-Viger. dsaa 2022: 1-10 [doi]

Fuzzy-driven periodic frequent pattern miningXiaojie Zhang, Yanlin Qi, Guoting Chen, Wensheng Gan, Philippe Fournier-Viger. isci, 618:253-269, 2022. [doi]

Two-Stage Traffic Clustering Based on HNSWXu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Bing Wang. ieaaie 2022: 609-620 [doi]

A Dynamic Variational Framework for Open-World Node Classification in Structured SequencesQin Zhang, Qincai Li, Xiaojun Chen, Peng Zhang, Shirui Pan, Philippe Fournier-Viger, Joshua Zhexue Huang. icdm 2022: 703-712 [doi]

Measuring Drift Severity by Tree Structure ClassifiersDi Zhao, Yun Sing Koh, Philippe Fournier-Viger. ijcnn 2022: 1-8 [doi]

2021

Mining Skyline Frequent-Utility Itemsets with Utility FilteringWei Song 0004, Chuanlong Zheng, Philippe Fournier-Viger. pricai 2021: 411-424 [doi]

Privacy-Preserving Periodic Frequent Pattern Model in AIoT ApplicationsUsman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Chien-Fu Cheng. ispacs 2021: 1-2 [doi]

A Transaction Classification Model of Federated LearningUsman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Philippe Fournier-Viger. ieaaie 2021: 509-518 [doi]

Enhancing link prediction in dynamic networks using content aggregationMustapha Bouakkaz, Youcef Ouinten, Sabine Loudcher, Philippe Fournier-Viger. cluster, 24(4):3055-3063, 2021. [doi]

Mining Partially-Ordered Episode Rules with the Head SupportYangming Chen, Philippe Fournier-Viger, Farid Nouioua, Youxi Wu. dawak 2021: 266-271 [doi]

Sequence Prediction using Partially-Ordered Episode RulesYangming Chen, Philippe Fournier-Viger, Farid Nouioua, Youxi Wu. incdm 2021: 574-580 [doi]

Map-Matching Based on HMM for Urban TrafficDongzi Chen, Xinzheng Niu, Philippe Fournier-Viger, Wenxin Wu, Bing Wang. ieaaie 2021: 462-473 [doi]

Machine Learning for Intelligent Industrial DesignPhilippe Fournier-Viger, M. Saqib Nawaz, Wei Song 0004, Wensheng Gan. pkdd 2021: 158-172 [doi]

Mining Partially-Ordered Episode Rules in an Event SequencePhilippe Fournier-Viger, Yangming Chen, Farid Nouioua, Jerry Chun-Wei Lin. aciids 2021: 3-15 [doi]

Advances in Theory and Applications of Artificial IntelligenceHamido Fujita, Philippe Fournier-Viger, Jun Sasaki, Moonis Ali. aim, 42(1):86-87, 2021. [doi]

Stable High Utility Itemset MiningAcquah Hackman, Yu Huang, Philippe Fournier-Viger, Vincent S. Tseng. iiwas 2021: 296-302 [doi]

HSNP-Miner: High Utility Self-Adaptive Nonoverlapping Pattern MiningMd. Motaher Hossain, Youxi Wu, Philippe Fournier-Viger, Zhao Li, Lei Guo 0015, Yan Li. icbk 2021: 70-77 [doi]

Mining High Utility Sequences with a Novel Utility FunctionHanh-Thong Huynh, Hai V. Duong, Tin C. Truong, Bac Le, Philippe Fournier-Viger. kse 2021: 1-6 [doi]

Fast Top-K association rule mining using rule generation property pruningXiangyu Liu, Xinzheng Niu, Philippe Fournier-Viger. apin, 51(4):2077-2093, 2021. [doi]

Proof searching and prediction in HOL4 with evolutionary/heuristic and deep learning techniquesM. Saqib Nawaz, M. Zohaib Nawaz, Osman Hasan, Philippe Fournier-Viger, Meng Sun 0002. apin, 51(3):1580-1601, 2021. [doi]

Using artificial intelligence techniques for COVID-19 genome analysisM. Saqib Nawaz, Philippe Fournier-Viger, Abbas Shojaee, Hamido Fujita. apin, 51(5):3086-3103, 2021. [doi]

An evolutionary/heuristic-based proof searching framework for interactive theorem proverM. Saqib Nawaz, M. Zohaib Nawaz, Osman Hasan, Philippe Fournier-Viger, Meng Sun 0002. asc, 104:107200, 2021. [doi]

Metamorphic Malware Behavior Analysis Using Sequential Pattern MiningM. Saqib Nawaz, Philippe Fournier-Viger, M. Zohaib Nawaz, Guoting Chen, Youxi Wu. pkdd 2021: 90-103 [doi]

Proof Searching in PVS Theorem Prover Using Simulated AnnealingM. Saqib Nawaz, Meng Sun 0002, Philippe Fournier-Viger. swarm 2021: 253-262 [doi]

Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset MiningM. Saqib Nawaz, Philippe Fournier-Viger, Wei Song, Jerry Chun-Wei Lin, Bernd Noack. aciids 2021: 16-28 [doi]

TKQ: Top-K Quantitative High Utility Itemset MiningMourad Nouioua, Philippe Fournier-Viger, Wensheng Gan, Youxi Wu, Jerry Chun-Wei Lin, Farid Nouioua. adma 2022: 16-28 [doi]

CHUQI-Miner: Mining Correlated Quantitative High Utility ItemsetsMourad Nouioua, Philippe Fournier-Viger, Jun-Feng Qu, Jerry Chun-Wei Lin, Wensheng Gan, Wei Song 0004. incdm 2021: 599-606 [doi]

Mining Episode Rules from Event Sequences Under Non-overlapping FrequencyOualid Ouarem, Farid Nouioua, Philippe Fournier-Viger. ieaaie 2021: 73-85 [doi]

A guided FP-Growth algorithm for mining multitude-targeted item-sets and class association rules in imbalanced dataLior Shabtay, Philippe Fournier-Viger, Rami Yaari, Itai Dattner. isci, 553:353-375, 2021. [doi]

Efficient algorithms for mining frequent high utility sequences with constraintsTin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun, Hamido Fujita. isci, 568:239-264, 2021. [doi]

HANP-Miner: High average utility nonoverlapping sequential pattern miningYouxi Wu, Meng Geng, Yan Li, Lei Guo 0015, Zhao Li, Philippe Fournier-Viger, Xingquan Zhu 0001, Xindong Wu 0001. kbs, 229:107361, 2021. [doi]

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