Philippe Fournier-Viger

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 320

Top Venues

Publications

Hai V. Duong, Tin C. Truong, Bac Le, Philippe Fournier-Viger
Mining Interesting Sequential Patterns using a Novel Balanced Utility Measure. Knowl. Based Syst. 294 (2024)
Yihe Yan, Xinzheng Niu, Zhiheng Zhang, Philippe Fournier-Viger, Libin Ye, Fan Min
Efficient high utility itemset mining without the join operation. Inf. Sci. 681 (2024)
Yu-Lin He, Philippe Fournier-Viger, Sebastian Ventura, Ling Zhang
Introduction to the special issue on recent advances on digital economy-oriented artificial intelligence. Eng. Appl. Artif. Intell. 137 (2024)
Antonio Manuel Trasierras, José María Luna, Philippe Fournier-Viger, Sebastián Ventura
Data heterogeneity's impact on the performance of frequent itemset mining algorithms. Inf. Sci. 678 (2024)
Meng Geng, Youxi Wu, Yan Li, Jing Liu, Philippe Fournier-Viger, Xingquan Zhu, Xindong Wu
RNP-Miner: Repetitive Nonoverlapping Sequential Pattern Mining. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Yee Ling Boo, Manik Gupta, Weijia Zhang, Philippe Fournier-Viger
Special Issue Editorial on "The Innovative Use of Data Science to Transform How We Work and Live". Data Sci. Eng. 9 (1) (2024)
Oualid Ouarem, Farid Nouioua, Philippe Fournier-Viger
A survey of episode mining. WIREs Data. Mining. Knowl. Discov. 14 (2) (2024)
Zhaoming Chen, Cheng He, Guoting Chen, Wensheng Gan, Philippe Fournier-Viger
HUSM: High utility subgraph mining in single graph databases. Inf. Sci. 675 (2024)
Jia-Qi Chen, Yu-Lin He, Yingchao Cheng, Philippe Fournier-Viger, Joshua Zhexue Huang
A multiple kernel-based kernel density estimator for multimodal probability density functions. Eng. Appl. Artif. Intell. 132 (2024)
Yulin He, Jiaqi Chen, Jiaxing Shen, Philippe Fournier-Viger, Joshua Zhexue Huang
Density estimation-based method to determine sample size for random sample partition of big data. Frontiers Comput. Sci. 18 (5) (2024)
Chanhee Lee, Hanju Kim, Myungha Cho, Hyeonmo Kim, Bay Vo, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Unil Yun
Incremental Top-k High Utility Pattern Mining and Analyzing Over the Entire Accumulated Dynamic Database. IEEE Access 12 (2024)
Jiahui Zhu, Xinzheng Niu, Fan Li, Yixuan Wang, Philippe Fournier-Viger, Kun She
STTraj2Vec: A spatio-temporal trajectory representation learning approach. Knowl. Based Syst. 300 (2024)
Di Zhao, Yun Sing Koh, Gillian Dobbie, Hongsheng Hu, Philippe Fournier-Viger
Symmetric Self-Paced Learning for Domain Generalization. AAAI (2024)
Hai Van Duong, Tin Chi Truong, Bac Le, Philippe Fournier-Viger
CG-FHAUI: an efficient algorithm for simultaneously mining succinct pattern sets of frequent high average utility itemsets. Knowl. Inf. Syst. 66 (9) (2024)
Wei Song, Zhen Sun, Philippe Fournier-Viger, Youxi Wu
MRI-CE: Minimal rare itemset discovery using the cross-entropy method. Inf. Sci. 665 (2024)
Oualid Ouarem, Farid Nouioua, Philippe Fournier-Viger
Discovering frequent parallel episodes in complex event sequences by counting distinct occurrences. Appl. Intell. 54 (1) (2024)
Cheng He, Xinyang Chen, Guoting Chen, Wensheng Gan, Philippe Fournier-Viger
Mining credible attribute rules in dynamic attributed graphs. Expert Syst. Appl. 246 (2024)
Hai V. Duong, Huy Pham, Tin C. Truong, Philippe Fournier-Viger
Efficient algorithms to mine concise representations of frequent high utility occupancy patterns. Appl. Intell. 54 (5) (2024)
Xiaojun Chen, Ting Liu, Philippe Fournier-Viger, Bowen Zhang, Guodong Long, Qin Zhang
A fine-grained self-adapting prompt learning approach for few-shot learning with pre-trained language models. Knowl. Based Syst. 299 (2024)
Kaixia Hu, Wensheng Gan, Shan Huang, Hao Peng, Philippe Fournier-Viger
Targeted mining of contiguous sequential patterns. Inf. Sci. 653 (2024)
Youxi Wu, Yufei Meng, Yan Li, Lei Guo, Xingquan Zhu, Philippe Fournier-Viger, Xindong Wu
COPP-Miner: Top-k Contrast Order-Preserving Pattern Mining for Time Series Classification. IEEE Trans. Knowl. Data Eng. 36 (6) (2024)
Yulin He, Jiaqi Chen, Jiaxing Shen, Philippe Fournier-Viger, Joshua Zhexue Huang
Density estimation-based method to determine sample size for random sample partition of big data. Frontiers Comput. Sci. 18 (5) (2024)
Hanane Amirat, Nasreddine Lagraa, Philippe Fournier-Viger, Youcef Ouinten, Mohammed Lamine Kherfi, Younes Guellouma
Incremental tree-based successive POI recommendation in location-based social networks. Appl. Intell. 53 (7) (2023)
Mira Lefkir, Farid Nouioua, Philippe Fournier-Viger
Hiding sensitive frequent itemsets by item removal via two-level multi-objective optimization. Appl. Intell. 53 (9) (2023)
Mira Lefkir, Farid Nouioua, Philippe Fournier-Viger
Heuristic approaches for hiding sensitive frequent itemsets in uncertain databases. PAIS (2023)
Pamalla Veena, Palla Likhitha, R. Uday Kiran, José María Luna, Philippe Fournier-Viger, Koji Zettsu
Discovering Fuzzy Partial Periodic Patterns in Quantitative Irregular Multiple Time Series. FUZZ (2023)
M. Saqib Nawaz, Philippe Fournier-Viger, Memoona Aslam, Wenjin Li, Yulin He, Xinzheng Niu
Using alignment-free and pattern mining methods for SARS-CoV-2 genome analysis. Appl. Intell. 53 (19) (2023)
Qin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, Shirui Pan
xy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns. CoRR (2023)
Xu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Xudong Dai
Image-text Retrieval via Preserving Main Semantics of Vision. ICME (2023)
José María Luna, Rage Uday Kiran, Philippe Fournier-Viger, Sebastián Ventura
high utility itemsets through genetic algorithms. Inf. Sci. 624 (2023)
Youxi Wu, Yufei Meng, Yan Li, Lei Guo, Xingquan Zhu, Philippe Fournier-Viger, Xindong Wu
Top-k contrast order-preserving pattern mining for time series classification. CoRR (2023)
Shan Huang, Wensheng Gan, Jinbao Miao, Xuming Han, Philippe Fournier-Viger
Targeted mining of top-k high utility itemsets. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
M. Saqib Nawaz, Philippe Fournier-Viger, Yulin He, Qin Zhang
PSAC-PDB: Analysis and classification of protein structures. Comput. Biol. Medicine 158 (2023)
Zhi Cheng, Landy Andriamampianina, Franck Ravat, Jiefu Song, Nathalie Vallès-Parlangeau, Philippe Fournier-Viger, Nazha Selmaoui-Folcher
Mining Frequent Sequential Subgraph Evolutions in Dynamic Attributed Graphs. PAKDD (2) (2023)
Xu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Xudong Dai
Image-text Retrieval via Preserving Main Semantics of Vision. CoRR (2023)
Meng Geng, Youxi Wu, Yan Li, Jing Liu, Philippe Fournier-Viger, Xingquan Zhu, Xindong Wu
Repetitive nonoverlapping sequential pattern mining. CoRR (2023)
Yulin He, Xu Li, Philippe Fournier-Viger, Joshua Zhexue Huang, Mianjie Li, Salman Salloum
Observation points classifier ensemble for high-dimensional imbalanced classification. CAAI Trans. Intell. Technol. 8 (2) (2023)
Wenxi Huang, Zhangyi Zhao, Xiaojun Chen, Mark Junjie Li, Qin Zhang, Philippe Fournier-Viger
Multi-modal Chinese Fake News Detection. ICDM (Workshops) (2023)
Tai Dinh, Philippe Fournier-Viger, Huynh Van Hong
Mining compact high utility sequential patterns. CoRR (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger
Federated deep active learning for attention-based transaction classification. Appl. Intell. 53 (8) (2023)
Rodrigue Govan, Nazha Selmaoui-Folcher, Aristotelis Giannakos, Philippe Fournier-Viger
Co-location Pattern Mining Under the Spatial Structure Constraint. DEXA (1) (2023)
Xuan Ye, Yulin He, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang
A novel correlation Gaussian process regression-based extreme learning machine. Knowl. Inf. Syst. 65 (5) (2023)
Jun-Feng Qu, Philippe Fournier-Viger, Mengchi Liu, Bo Hang, Chunyang Hu
Mining High Utility Itemsets Using Prefix Trees and Utility Vectors. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Shan Huang, Wensheng Gan, Jinbao Miao, Xuming Han, Philippe Fournier-Viger
Targeted Mining of Top-k High Utility Itemsets. CoRR (2023)
Yulin He, Xuan Ye, De-Fa Huang, Philippe Fournier-Viger, Joshua Zhexue Huang
A Hybrid Method to Measure Distribution Consistency of Mixed-Attribute Datasets. IEEE Trans. Artif. Intell. 4 (1) (2023)
Rodrigue Govan, Nazha Selmaoui-Folcher, Aristotelis Giannakos, Philippe Fournier-Viger
Extraction de co-localisations sous contrainte de la structure spatiale. CNIA (2023)
Yulin He, Xu Li, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang, Salman Salloum
A novel observation points-based positive-unlabeled learning algorithm. CAAI Trans. Intell. Technol. 8 (4) (2023)
Guangning Xu, Di Xian, Philippe Fournier-Viger, Xutao Li, Yunming Ye, Xiuqing Hu
Correction to: AM-ConvGRU: a spatio-temporal model for typhoon path prediction. Neural Comput. Appl. 35 (16) (2023)
Yulin He, Xuan Ye, Laizhong Cui, Philippe Fournier-Viger, Chengwen Luo, Joshua Zhexue Huang, Ponnuthurai Nagaratnam Suganthan
Wireless Network Slice Assignment With Incremental Random Vector Functional Link Network. IEEE Trans. Netw. Sci. Eng. 10 (3) (2023)
Qin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, Shirui Pan
G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns. IJCAI (2023)
Youxi Wu, Xiaoqian Zhao, Yan Li, Lei Guo, Xingquan Zhu, Philippe Fournier-Viger, Xindong Wu
OPR-Miner: Order-Preserving Rule Mining for Time Series. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Khaled Belghith, Philippe Fournier-Viger, Jassem Jawadi
Hui2Vec: Learning Transaction Embedding Through High Utility Itemsets. BDA (2022)
Xiaojie Zhang, Yanlin Qi, Guoting Chen, Wensheng Gan, Philippe Fournier-Viger
Fuzzy-driven periodic frequent pattern mining. Inf. Sci. 618 (2022)
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 (2022)
Youxi Wu, Zhu Yuan, Yan Li, Lei Guo, Philippe Fournier-Viger, Xindong Wu
NWP-Miner: Nonoverlapping weak-gap sequential pattern mining. Inf. Sci. 588 (2022)
Yuehua Wang, Youxi Wu, Yan Li, Fang Yao, Philippe Fournier-Viger, Xindong Wu
Self-adaptive nonoverlapping sequential pattern mining. Appl. Intell. 52 (6) (2022)
Jiahong Liu, Menglin Yang, Min Zhou, Shanshan Feng, Philippe Fournier-Viger
Enhancing Hyperbolic Graph Embeddings via Contrastive Learning. CoRR (2022)
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 (2022)
Zhaowen Yin, Wensheng Gan, Gengsen Huang, Yongdong Wu, Philippe Fournier-Viger
Constraint-based Sequential Rule Mining. DSAA (2022)
Naji Alhusaini, Jing Li, Philippe Fournier-Viger, Ammar Hawbani, Guilin Chen
Mining High Utility Itemset with Multiple Minimum Utility Thresholds Based on Utility Deviation. ICDM (Workshops) (2022)
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)
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 (2022)
Xu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Bing Wang
Two-Stage Traffic Clustering Based on HNSW. IEA/AIE (2022)
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)
Di Zhao, Yun Sing Koh, Philippe Fournier-Viger
Measuring Drift Severity by Tree Structure Classifiers. IJCNN (2022)
Xueqin Du, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang
DenMG: Density-Based Member Generation for Ensemble Clustering. ICPP Workshops (2022)
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 (2022)
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) (2022)
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) (2022)
Wei Song, Wei Ye, Philippe Fournier-Viger
Mining sequential patterns with flexible constraints from MOOC data. Appl. Intell. 52 (14) (2022)
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 (2022)
Bac Le, Tin C. Truong, Hai V. Duong, Philippe Fournier-Viger, Hamido Fujita
H-FHAUI: Hiding frequent high average utility itemsets. Inf. Sci. 611 (2022)
Philippe Fournier-Viger, Yuechun Li, M. Saqib Nawaz, Yulin He
FastTIRP: Efficient Discovery of Time-Interval Related Patterns. BDA (2022)
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 (2022)
Qin Zhang, Qincai Li, Xiaojun Chen, Peng Zhang, Shirui Pan, Philippe Fournier-Viger, Joshua Zhexue Huang
A Dynamic Variational Framework for Open-World Node Classification in Structured Sequences. ICDM (2022)
Jiahong Liu, Philippe Fournier-Viger, Min Zhou, Ganghuan He, Mourad Nouioua
CSPM: Discovering compressing stars in attributed graphs. Inf. Sci. 611 (2022)
Jinbao Miao, Wensheng Gan, Shicheng Wan, Yongdong Wu, Philippe Fournier-Viger
Towards Target High-Utility Itemsets. CoRR (2022)
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) (2022)
Jiahong Liu, Min Zhou, Philippe Fournier-Viger, Menglin Yang, Lujia Pan, Mourad Nouioua
Discovering Representative Attribute-stars via Minimum Description Length. ICDE (2022)
Guiliang Ou, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang
Auto-Encoding Independent Attribute Transformation for Naive Bayesian Classifier. IJCNN (2022)
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 (2022)
Xinzheng Niu, Yunhong Zheng, Philippe Fournier-Viger, Bing Wang
Parallel grid-based density peak clustering of big trajectory data. Appl. Intell. 52 (15) (2022)
Hamido Fujita, Philippe Fournier-Viger, Moonis Ali
Editorial of special issue on emerging topics in applied intelligence. Appl. Intell. 52 (15) (2022)
M. Saqib Nawaz, Saleha Noor, Philippe Fournier-Viger
Reasoning About Order Crossover in Genetic Algorithms. ICSI (1) (2022)
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) (2022)
Wensheng Gan, Guoting Chen, Hongzhi Yin, Philippe Fournier-Viger, Chien-Ming Chen, Philip S. Yu
Towards Revenue Maximization with Popular and Profitable Products. CoRR (2022)
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 (2022)
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) (2022)
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) (2022)
Jiahong Liu, Min Zhou, Philippe Fournier-Viger, Menglin Yang, Lujia Pan, Mourad Nouioua
Discovering Representative Attribute-stars via Minimum Description Length. CoRR (2022)
M. Saqib Nawaz, Philippe Fournier-Viger, Yulin He
S-PDB: Analysis and Classification of SARS-CoV-2 Spike Protein Structures. BIBM (2022)
M. Saqib Nawaz, Philippe Fournier-Viger, Naji Alhusaini, Yulin He, Youxi Wu, Debdatta Bhattacharya
LCIM: Mining Low Cost High Utility Itemsets. MIWAI (2022)
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) (2022)
Gaojuan Fan, Huaiyuan Xiao, Chongsheng Zhang, George Almpanidis, Philippe Fournier-Viger, Hamido Fujita
Parallel High Utility Itemset Mining. IEA/AIE (2022)
M. Saqib Nawaz, Muhammad Zohaib Nawaz, Osman Hasan, Philippe Fournier-Viger
Metaheuristic Algorithms for Proof Searching in HOL4. SEKE (2022)
Huy M. 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 (2022)
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) (2022)
Palla Likhitha, Rage Veena, Rage Uday Kiran, Koji Zettsu, Masashi Toyoda, Philippe Fournier-Viger
UPFP-growth++: An Efficient Algorithm to Find Periodic-Frequent Patterns in Uncertain Temporal Databases. ICONIP (5) (2022)
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)
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 (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Philippe Fournier-Viger