Philippe Fournier-Viger

444 papers A* 8A 4B 33C 27Misc 15Journal 237Unranked 114
YearRankTypeTitle / Venue / Authors
2026 J jnl
FreqMLNet: Non-transformer network with frequency domain reconstruction and multi-scale representation for time series forecasting.
Neural Networks
Yulin He, Qiongbin Chen, Ruili Wang, Philippe Fournier-Viger, Joshua Zhexue Huang
2026 J jnl
HMP: Efficient heuristic algorithms for MDL-based itemset mining.
Appl. Soft Comput.
Enze Chen, Muhammad Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger
2026 J jnl
HUF4WP: A data-fusion framework leveraging high-utility patterns for renewable energy classification.
Inf. Fusion
M. Saqib Nawaz, Philippe Fournier-Viger, Muhammad Zohaib Nawaz, Yulin He, Unil Yun
2026 J jnl
Modeling Continuous and Heterogeneous Spatio-Temporal Dependencies for Accurate Traffic Forecasting.
IEEE Internet Things J.
Mingxi Wen, Xinzheng Niu, Jiahui Zhu, Philippe Fournier-Viger
2026 J jnl
SeqRFM: Fast RFM analysis in sequence data.
Inf. Sci.
Yanxin Zheng, Wensheng Gan, Zefeng Chen, Pinlyu Zhou, Philippe Fournier-Viger
2025 — conf
A Multipurpose Protein Compressor Based on MDL and Genetic Algorithm.
BIBM
M. Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger, Xinzheng Niu, Mengqiu Li
2025 J jnl
A Novel Flexible Kernel Density Estimator for Multimodal Probability Density Functions.
CAAI Trans. Intell. Technol.
Jia-Qi Chen, Yu-Lin He, Yingchao Cheng, Philippe Fournier-Viger, Ponnuthurai Nagaratnam Suganthan, Joshua Zhexue Huang
2025 J jnl
A novel multi-source weighted naive Bayes classifier.
Inf. Sci.
Guiliang Ou, Yu-Lin He, Philippe Fournier-Viger, Joshua Zhexue Huang
2025 J jnl
Adaptive Frequency-Domain Feature Extraction With Large Language Models for Accurate Electricity Market Forecasting.
IEEE Trans. Consumer Electron.
Qiongbin Chen, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang
2025 J jnl
Attribute grouping-based naive Bayesian classifier.
Sci. China Inf. Sci.
Yulin He, Guiliang Ou, Philippe Fournier-Viger, Joshua Zhexue Huang
2025 A* conf
Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation.
IJCAI
Di Zhao, Jingfeng Zhang, Hongsheng Hu, Philippe Fournier-Viger, Gillian Dobbie, Yun Sing Koh
2025 — conf
Cartographie du risque épidémiologique : le défi des données fortement déséquilibrées.
EGC
Rodrigue Govan, Romane Scherrer, Cyrille Goarant, Arnaud Cannet, Philippe Fournier-Viger, Nazha Selmaoui-Folcher
2025 J jnl
Categorical data clustering: 25 years beyond K-modes.
Expert Syst. Appl.
Tai Dinh, Wong Hauchi, Philippe Fournier-Viger, Daniil Lisik, Minh-Quyet Ha, Hieu-Chi Dam, Van-Nam Huynh
2025 J jnl
CoTP-Miner: Co-occurrence three-way sequential pattern mining.
Knowl. Based Syst.
Yan Li, Xin Gao, Jie Li, Rong Gao, Philippe Fournier-Viger, Youxi Wu
2025 J jnl
Efficient genome sequence compression via the fusion of MDL-based heuristics.
Inf. Fusion
Muhammad Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger, Shoaib Nawaz, Jerry Chun-Wei Lin, Vincent S. Tseng
2025 — conf
G-Shapelets: Predicting Longitudinal Gene Expression Dynamics via Interpretable Multi-Scale Temporal Motifs.
BIBM
Zhijin Wang, Yue Hu, Yonggang Fu, Zhuorui Wu, Jing Cao, Xiufeng Liu, Philippe Fournier-Viger
2025 J jnl
GRIMP: A Genetic Algorithm for Compression-Based Descriptive Pattern Mining.
Expert Syst. J. Knowl. Eng.
Muhammad Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger, Nazha Selmaoui-Folcher
2025 J jnl
In silico framework for genome analysis.
Future Gener. Comput. Syst.
M. Saqib Nawaz, Muhammad Zohaib Nawaz, Yongshun Gong, Philippe Fournier-Viger, Abdoulaye Baniré Diallo
2025 J jnl
Large Deviation Algorithms for Thresholding Bandit Problem.
Big Data Min. Anal.
Manjing Zhang, Guangwu Liu, Shan Dai, Jiaqi Chen, Philippe Fournier-Viger
2025 J jnl
Mining Cross-Level High Utility Itemsets in Unstable and Negative Profit Databases.
IEEE Trans. Knowl. Data Eng.
N. T. Tung, Trinh D. D. Nguyen, Loan T. T. Nguyen, Duc-Lung Vu, Philippe Fournier-Viger, Bay Vo
2025 J jnl
Mining Repetitive Negative Sequential Patterns with Gap Constraints.
ACM Trans. Knowl. Discov. Data
Yan Li, Zhulin Wang, Jing Liu, Lei Guo, Philippe Fournier-Viger, Youxi Wu, Xindong Wu
2025 J jnl
NSPG-Miner: Mining Repetitive Negative Sequential Patterns.
CoRR
Yan Li, Zhulin Wang, Jing Liu, Lei Guo, Philippe Fournier-Viger, Youxi Wu, Xindong Wu
2025 J jnl
OUTO-Miner: Detecting outlying occurrences in maximal frequent order-preserving patterns in time series.
Inf. Sci.
Youxi Wu, Siqi Lou, Yan Li, Lei Guo, Philippe Fournier-Viger, Xindong Wu
2025 J jnl
STR: Spatio-temporal trajectory representation learning with dual-focus encoder for whole trajectory similarity computation.
Inf. Fusion
Mengqiu Li, Xinzheng Niu, Jiahui Zhu, Philippe Fournier-Viger, Youxi Wu
2025 B conf
SpaPool: Soft Partition Assignment Pooling for Graph Neural Networks.
DaWaK
Rodrigue Govan, Romane Scherrer, Philippe Fournier-Viger, Nazha Selmaoui-Folcher
2025 J jnl
SpaPool: Soft Partition Assignment Pooling for Graph Neural Networks.
CoRR
Rodrigue Govan, Romane Scherrer, Philippe Fournier-Viger, Nazha Selmaoui-Folcher
2025 J jnl
TK-RNSP: Efficient Top-K Repetitive Negative Sequential Pattern mining.
Inf. Process. Manag.
Dun Lan, Chuanhou Sun, Xiangjun Dong, Ping Qiu, Yongshun Gong, Xinwang Liu, Philippe Fournier-Viger, Chengqi Zhang
2025 J jnl
ULDC: uncertainty-based learning for deep clustering.
Appl. Intell.
Luyao Chang, Xinzheng Niu, Zhenghua Li, Zhiheng Zhang, Shenshen Li, Philippe Fournier-Viger
2024 J jnl
A fine-grained self-adapting prompt learning approach for few-shot learning with pre-trained language models.
Knowl. Based Syst.
Xiaojun Chen, Ting Liu, Philippe Fournier-Viger, Bowen Zhang, Guodong Long, Qin Zhang
2024 J jnl
A multiple kernel-based kernel density estimator for multimodal probability density functions.
Eng. Appl. Artif. Intell.
Jia-Qi Chen, Yu-Lin He, Yingchao Cheng, Philippe Fournier-Viger, Joshua Zhexue Huang
2024 J jnl
A novel and efficient risk minimisation-based missing value imputation algorithm.
Knowl. Based Syst.
Yu-Lin He, Jia-Yin Yu, Xu Li, Philippe Fournier-Viger, Joshua Zhexue Huang
2024 J jnl
A novel overlapping minimization SMOTE algorithm for imbalanced classification.
Frontiers Inf. Technol. Electron. Eng.
Yulin He, Xuan Lu, Philippe Fournier-Viger, Joshua Zhexue Huang
2024 J jnl
A survey of episode mining.
WIREs Data. Mining. Knowl. Discov.
Oualid Ouarem, Farid Nouioua, Philippe Fournier-Viger
2024 — conf
An MDL-Based Genetic Algorithm for Genome Sequence Compression.
BIBM
Muhammad Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger, Vincent S. Tseng
2024 J jnl
An efficient approach for incremental erasable utility pattern mining from non-binary data.
Knowl. Inf. Syst.
Yoonji Baek, Hanju Kim, Myungha Cho, Hyeonmo Kim, Chanhee Lee, Taewoong Ryu, Heonho Kim, Bay Vo, Vincent W. Gan, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Witold Pedrycz, Unil Yun
2024 J jnl
Analysis and Classification of Fake News Using Sequential Pattern Mining.
Big Data Min. Anal.
Muhammad Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger, Yulin He
2024 J jnl
CG-FHAUI: an efficient algorithm for simultaneously mining succinct pattern sets of frequent high average utility itemsets.
Knowl. Inf. Syst.
Hai Van Duong, Tin Chi Truong, Bac Le, Philippe Fournier-Viger
2024 J jnl
COPP-Miner: Top-k Contrast Order-Preserving Pattern Mining for Time Series Classification.
IEEE Trans. Knowl. Data Eng.
Youxi Wu, Yufei Meng, Yan Li, Lei Guo, Xingquan Zhu, Philippe Fournier-Viger, Xindong Wu
2024 J jnl
Categorical data clustering: 25 years beyond K-modes.
CoRR
Tai Dinh, Wong Hauchi, Philippe Fournier-Viger, Daniil Lisik, Minh-Quyet Ha, Hieu-Chi Dam, Van-Nam Huynh
2024 Misc ed.
Data Science and Machine Learning - 21st Australasian Conference, AusDM 2023, Auckland, New Zealand, December 11-13, 2023, Proceedings
AusDM
Diana Benavides-Prado, Sarah M. Erfani, Philippe Fournier-Viger, Yee Ling Boo, Yun Sing Koh
2024 J jnl
Data heterogeneity's impact on the performance of frequent itemset mining algorithms.
Inf. Sci.
Antonio Manuel Trasierras, José María Luna, Philippe Fournier-Viger, Sebastián Ventura
2024 J jnl
Density estimation-based method to determine sample size for random sample partition of big data.
Frontiers Comput. Sci.
Yulin He, Jiaqi Chen, Jiaxing Shen, Philippe Fournier-Viger, Joshua Zhexue Huang
2024 J jnl
Discovering frequent parallel episodes in complex event sequences by counting distinct occurrences.
Appl. Intell.
Oualid Ouarem, Farid Nouioua, Philippe Fournier-Viger
2024 J jnl
Efficient algorithms to mine concise representations of frequent high utility occupancy patterns.
Appl. Intell.
Hai V. Duong, Huy Pham, Tin C. Truong, Philippe Fournier-Viger
2024 J jnl
Efficient high utility itemset mining without the join operation.
Inf. Sci.
Yihe Yan, Xinzheng Niu, Zhiheng Zhang, Philippe Fournier-Viger, Libin Ye, Fan Min
2024 J jnl
Exploiting the sequential nature of genomic data for improved analysis and identification.
Comput. Biol. Medicine
M. Saqib Nawaz, Muhammad Zohaib Nawaz, Zhang Junyi, Philippe Fournier-Viger, Jun-Feng Qu
2024 J jnl
HUSM: High utility subgraph mining in single graph databases.
Inf. Sci.
Zhaoming Chen, Cheng He, Guoting Chen, Wensheng Gan, Philippe Fournier-Viger
2024 J jnl
Incremental Top-k High Utility Pattern Mining and Analyzing Over the Entire Accumulated Dynamic Database.
IEEE Access
Chanhee Lee, Hanju Kim, Myungha Cho, Hyeonmo Kim, Bay Vo, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Unil Yun
2024 J jnl
Introduction to the special issue on recent advances on digital economy-oriented artificial intelligence.
Eng. Appl. Artif. Intell.
Yu-Lin He, Philippe Fournier-Viger, Sebastián Ventura, Ling Zhang
2024 J jnl
MRI-CE: Minimal rare itemset discovery using the cross-entropy method.
Inf. Sci.
Wei Song, Zhen Sun, Philippe Fournier-Viger, Youxi Wu
2024 J jnl
Mining Interesting Sequential Patterns using a Novel Balanced Utility Measure.
Knowl. Based Syst.
Hai V. Duong, Tin C. Truong, Bac Le, Philippe Fournier-Viger
2024 J jnl
Mining credible attribute rules in dynamic attributed graphs.
Expert Syst. Appl.
Cheng He, Xinyang Chen, Guoting Chen, Wensheng Gan, Philippe Fournier-Viger
2024 J jnl
RNP-Miner: Repetitive Nonoverlapping Sequential Pattern Mining.
IEEE Trans. Knowl. Data Eng.
Meng Geng, Youxi Wu, Yan Li, Jing Liu, Philippe Fournier-Viger, Xingquan Zhu, Xindong Wu
2024 J jnl
STTraj2Vec: A spatio-temporal trajectory representation learning approach.
Knowl. Based Syst.
Jiahui Zhu, Xinzheng Niu, Fan Li, Yixuan Wang, Philippe Fournier-Viger, Kun She
2024 — conf
SeqClin: Pattern-Based Analysis and Classification of Clinical Datasets.
BIBM
M. Saqib Nawaz, Philippe Fournier-Viger, Jimmy Ming-Tai Wu
2024 J jnl
SeqRFM: Fast RFM Analysis in Sequence Data.
CoRR
Yanxin Zheng, Wensheng Gan, Zefeng Chen, Pinlyu Zhou, Philippe Fournier-Viger
2024 J jnl
Special Issue Editorial on "The Innovative Use of Data Science to Transform How We Work and Live".
Data Sci. Eng.
Yee Ling Boo, Manik Gupta, Weijia Zhang, Philippe Fournier-Viger
2024 A* conf
Symmetric Self-Paced Learning for Domain Generalization.
AAAI
Di Zhao, Yun Sing Koh, Gillian Dobbie, Hongsheng Hu, Philippe Fournier-Viger
2024 J jnl
Targeted mining of contiguous sequential patterns.
Inf. Sci.
Kaixia Hu, Wensheng Gan, Shan Huang, Hao Peng, Philippe Fournier-Viger
2023 J jnl
A Hybrid Method to Measure Distribution Consistency of Mixed-Attribute Datasets.
IEEE Trans. Artif. Intell.
Yulin He, Xuan Ye, De-Fa Huang, Philippe Fournier-Viger, Joshua Zhexue Huang
2023 J jnl
A novel correlation Gaussian process regression-based extreme learning machine.
Knowl. Inf. Syst.
Xuan Ye, Yulin He, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang
2023 J jnl
A novel observation points-based positive-unlabeled learning algorithm.
CAAI Trans. Intell. Technol.
Yulin He, Xu Li, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang, Salman Salloum
2023 — conf
Co-location Pattern Mining Under the Spatial Structure Constraint.
DEXA (1)
Rodrigue Govan, Nazha Selmaoui-Folcher, Aristotelis Giannakos, Philippe Fournier-Viger
2023 J jnl
Correction to: AM-ConvGRU: a spatio-temporal model for typhoon path prediction.
Neural Comput. Appl.
Guangning Xu, Di Xian, Philippe Fournier-Viger, Xutao Li, Yunming Ye, Xiuqing Hu
2023 — conf
Discovering Fuzzy Partial Periodic Patterns in Quantitative Irregular Multiple Time Series.
FUZZ
Pamalla Veena, Palla Likhitha, R. Uday Kiran, José María Luna, Philippe Fournier-Viger, Koji Zettsu
2023 J jnl
Efficient mining of top-
Inf. Sci.
José María Luna, Rage Uday Kiran, Philippe Fournier-Viger, Sebastián Ventura
2023 — conf
Extraction de co-localisations sous contrainte de la structure spatiale.
CNIA
Rodrigue Govan, Nazha Selmaoui-Folcher, Aristotelis Giannakos, Philippe Fournier-Viger
2023 J jnl
Federated deep active learning for attention-based transaction classification.
Appl. Intell.
Usman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger
2023 J jnl
G
CoRR
Qin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, Shirui Pan
2023 A* conf
G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns.
IJCAI
Qin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, Shirui Pan
2023 — conf
Heuristic approaches for hiding sensitive frequent itemsets in uncertain databases.
PAIS
Mira Lefkir, Farid Nouioua, Philippe Fournier-Viger
2023 J jnl
Hiding sensitive frequent itemsets by item removal via two-level multi-objective optimization.
Appl. Intell.
Mira Lefkir, Farid Nouioua, Philippe Fournier-Viger
2023 A conf
Image-text Retrieval via Preserving Main Semantics of Vision.
ICME
Xu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Xudong Dai
2023 J jnl
Image-text Retrieval via Preserving Main Semantics of Vision.
CoRR
Xu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Xudong Dai
2023 J jnl
Incremental tree-based successive POI recommendation in location-based social networks.
Appl. Intell.
Hanane Amirat, Nasreddine Lagraa, Philippe Fournier-Viger, Youcef Ouinten, Mohammed Lamine Kherfi, Younes Guellouma
2023 — conf
Mining Frequent Sequential Subgraph Evolutions in Dynamic Attributed Graphs.
PAKDD (2)
Zhi Cheng, Landy Andriamampianina, Franck Ravat, Jiefu Song, Nathalie Vallès-Parlangeau, Philippe Fournier-Viger, Nazha Selmaoui-Folcher
2023 J jnl
Mining High Utility Itemsets Using Prefix Trees and Utility Vectors.
IEEE Trans. Knowl. Data Eng.
Jun-Feng Qu, Philippe Fournier-Viger, Mengchi Liu, Bo Hang, Chunyang Hu
2023 J jnl
Mining compact high utility sequential patterns.
CoRR
Tai Dinh, Philippe Fournier-Viger, Huynh Van Hong
2023 C ed.
Model and Data Engineering: 11th International Conference, MEDI 2022, Cairo, Egypt, November 21-24, 2022, Proceedings
MEDI
Philippe Fournier-Viger, Ahmed Hassan Yousef, Ladjel Bellatreche
2023 — conf
Multi-modal Chinese Fake News Detection.
ICDM (Workshops)
Wenxi Huang, Zhangyi Zhao, Xiaojun Chen, Mark Junjie Li, Qin Zhang, Philippe Fournier-Viger
2023 J jnl
OPR-Miner: Order-Preserving Rule Mining for Time Series.
IEEE Trans. Knowl. Data Eng.
Youxi Wu, Xiaoqian Zhao, Yan Li, Lei Guo, Xingquan Zhu, Philippe Fournier-Viger, Xindong Wu
2023 J jnl
Observation points classifier ensemble for high-dimensional imbalanced classification.
CAAI Trans. Intell. Technol.
Yulin He, Xu Li, Philippe Fournier-Viger, Joshua Zhexue Huang, Mianjie Li, Salman Salloum
2023 J jnl
PSAC-PDB: Analysis and classification of protein structures.
Comput. Biol. Medicine
M. Saqib Nawaz, Philippe Fournier-Viger, Yulin He, Qin Zhang
2023 J jnl
Repetitive nonoverlapping sequential pattern mining.
CoRR
Meng Geng, Youxi Wu, Yan Li, Jing Liu, Philippe Fournier-Viger, Xingquan Zhu, Xindong Wu
2023 J jnl
Targeted Mining of Top-k High Utility Itemsets.
CoRR
Shan Huang, Wensheng Gan, Jinbao Miao, Xuming Han, Philippe Fournier-Viger
2023 J jnl
Targeted mining of top-k high utility itemsets.
Eng. Appl. Artif. Intell.
Shan Huang, Wensheng Gan, Jinbao Miao, Xuming Han, Philippe Fournier-Viger
2023 J jnl
Top-k contrast order-preserving pattern mining for time series classification.
CoRR
Youxi Wu, Yufei Meng, Yan Li, Lei Guo, Xingquan Zhu, Philippe Fournier-Viger, Xindong Wu
2023 J jnl
Using alignment-free and pattern mining methods for SARS-CoV-2 genome analysis.
Appl. Intell.
M. Saqib Nawaz, Philippe Fournier-Viger, Memoona Aslam, Wenjin Li, Yulin He, Xinzheng Niu
2023 J jnl
Wireless Network Slice Assignment With Incremental Random Vector Functional Link Network.
IEEE Trans. Netw. Sci. Eng.
Yulin He, Xuan Ye, Laizhong Cui, Philippe Fournier-Viger, Chengwen Luo, Joshua Zhexue Huang, Ponnuthurai Nagaratnam Suganthan
2022 A* conf
A Dynamic Variational Framework for Open-World Node Classification in Structured Sequences.
ICDM
Qin Zhang, Qincai Li, Xiaojun Chen, Peng Zhang, Shirui Pan, Philippe Fournier-Viger, Joshua Zhexue Huang
2022 J jnl
A graph based approach for mining significant places in trajectory data.
Inf. Sci.
Shimin Wang, Xinzheng Niu, Philippe Fournier-Viger, Dongmei Zhou, Fan Min
2022 J jnl
A novel dependency-oriented mixed-attribute data classification method.
Expert Syst. Appl.
Yu-Lin He, Guiliang Ou, Philippe Fournier-Viger, Joshua Zhexue Huang, Ponnuthurai Nagaratnam Suganthan
2022 J jnl
AM-ConvGRU: a spatio-temporal model for typhoon path prediction.
Neural Comput. Appl.
Guangning Xu, Di Xian, Philippe Fournier-Viger, Xutao Li, Yunming Ye, Xiuqing Hu
2022 C ed.
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
IEA/AIE
Hamido Fujita, Philippe Fournier-Viger, Moonis Ali, Yinglin Wang
2022 — ed.
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
MEDI Workshops
Philippe Fournier-Viger, Ahmed Hassan Yousef, Ladjel Bellatreche, Ahmed Awad, Abderrahim Ait Wakrime, Yassine Ouhammou, Idir Aït-Sadoune
2022 J jnl
An efficient parallel algorithm for mining weighted clickstream patterns.
Inf. Sci.
Huy Minh Huynh, Loan T. T. Nguyen, Bay Vo, Zuzana Komínková Oplatková, Philippe Fournier-Viger, Unil Yun
2022 B conf
Auto-Encoding Independent Attribute Transformation for Naive Bayesian Classifier.
IJCNN
Guiliang Ou, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang
2022 J jnl
Bayesian Attribute Bagging-Based Extreme Learning Machine for High-Dimensional Classification and Regression.
ACM Trans. Intell. Syst. Technol.
Yulin He, Xuan Ye, Joshua Zhexue Huang, Philippe Fournier-Viger
2022 J jnl
CSPM: Discovering compressing stars in attributed graphs.
Inf. Sci.
Jiahong Liu, Philippe Fournier-Viger, Min Zhou, Ganghuan He, Mourad Nouioua
2022 B conf
Constraint-based Sequential Rule Mining.
DSAA
Zhaowen Yin, Wensheng Gan, Gengsen Huang, Yongdong Wu, Philippe Fournier-Viger
2022 — conf
DenMG: Density-Based Member Generation for Ensemble Clustering.
ICPP Workshops
Xueqin Du, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang
2022 A* conf
Discovering Representative Attribute-stars via Minimum Description Length.
ICDE
Jiahong Liu, Min Zhou, Philippe Fournier-Viger, Menglin Yang, Lujia Pan, Mourad Nouioua
2022 J jnl
Discovering Representative Attribute-stars via Minimum Description Length.
CoRR
Jiahong Liu, Min Zhou, Philippe Fournier-Viger, Menglin Yang, Lujia Pan, Mourad Nouioua
2022 J jnl
Editorial of special issue on emerging topics in applied intelligence.
Appl. Intell.
Hamido Fujita, Philippe Fournier-Viger, Moonis Ali
2022 J jnl
Efficient algorithms for mining closed and maximal high utility itemsets.
Knowl. Based Syst.
Hai V. Duong, Ngan T. H. Le, Thong Tran, Tin C. Truong, Bac Le, Philippe Fournier-Viger
2022 J jnl
Efficient evolutionary computation model of closed high-utility itemset mining.
Appl. Intell.
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Philippe Fournier-Viger
2022 J jnl
Efficient mining of cross-level high-utility itemsets in taxonomy quantitative databases.
Inf. Sci.
N. T. Tung, Loan T. T. Nguyen, Trinh D. D. Nguyen, Philippe Fournier-Viger, Ngoc Thanh Nguyen, Bay Vo
2022 J jnl
Enhancing Hyperbolic Graph Embeddings via Contrastive Learning.
CoRR
Jiahong Liu, Menglin Yang, Min Zhou, Shanshan Feng, Philippe Fournier-Viger
2022 — conf
FastTIRP: Efficient Discovery of Time-Interval Related Patterns.
BDA
Philippe Fournier-Viger, Yuechun Li, M. Saqib Nawaz, Yulin He
2022 J jnl
Frequent high minimum average utility sequence mining with constraints in dynamic databases using efficient pruning strategies.
Appl. Intell.
Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun
2022 J jnl
Fuzzy-driven periodic frequent pattern mining.
Inf. Sci.
Xiaojie Zhang, Yanlin Qi, Guoting Chen, Wensheng Gan, Philippe Fournier-Viger
2022 J jnl
H-FHAUI: Hiding frequent high average utility itemsets.
Inf. Sci.
Bac Le, Tin C. Truong, Hai V. Duong, Philippe Fournier-Viger, Hamido Fujita
2022 — conf
Hui2Vec: Learning Transaction Embedding Through High Utility Itemsets.
BDA
Khaled Belghith, Philippe Fournier-Viger, Jassem Jawadi
2022 — conf
LCIM: Mining Low Cost High Utility Itemsets.
MIWAI
M. Saqib Nawaz, Philippe Fournier-Viger, Naji Alhusaini, Yulin He, Youxi Wu, Debdatta Bhattacharya
2022 J jnl
MalSPM: Metamorphic malware behavior analysis and classification using sequential pattern mining.
Comput. Secur.
M. Saqib Nawaz, Philippe Fournier-Viger, Muhammad Zohaib Nawaz, Guoting Chen, Youxi Wu
2022 — conf
MaxFEM: Mining Maximal Frequent Episodes in Complex Event Sequences.
MIWAI
Philippe Fournier-Viger, M. Saqib Nawaz, Yulin He, Youxi Wu, Farid Nouioua, Unil Yun
2022 B conf
Measuring Drift Severity by Tree Structure Classifiers.
IJCNN
Di Zhao, Yun Sing Koh, Philippe Fournier-Viger
2022 C conf
Metaheuristic Algorithms for Proof Searching in HOL4.
SEKE
M. Saqib Nawaz, Muhammad Zohaib Nawaz, Osman Hasan, Philippe Fournier-Viger
2022 — conf
Mining High Utility Itemset with Multiple Minimum Utility Thresholds Based on Utility Deviation.
ICDM (Workshops)
Naji Alhusaini, Jing Li, Philippe Fournier-Viger, Ammar Hawbani, Guilin Chen
2022 J jnl
Mining High Utility Itemsets with Hill Climbing and Simulated Annealing.
ACM Trans. Manag. Inf. Syst.
M. Saqib Nawaz, Philippe Fournier-Viger, Unil Yun, Youxi Wu, Wei Song
2022 J jnl
Mining frequent weighted utility itemsets in hierarchical quantitative databases.
Knowl. Based Syst.
Ham Nguyen, Tuong Le, Minh Nguyen, Philippe Fournier-Viger, Vincent S. Tseng, Bay Vo
2022 J jnl
Mining interesting sequences with low average cost and high average utility.
Appl. Intell.
Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun
2022 J jnl
Mining sequential patterns with flexible constraints from MOOC data.
Appl. Intell.
Wei Song, Wei Ye, Philippe Fournier-Viger
2022 J jnl
NTP-Miner: Nonoverlapping Three-Way Sequential Pattern Mining.
ACM Trans. Knowl. Discov. Data
Youxi Wu, Lanfang Luo, Yan Li, Lei Guo, Philippe Fournier-Viger, Xingquan Zhu, Xindong Wu
2022 J jnl
NWP-Miner: Nonoverlapping weak-gap sequential pattern mining.
Inf. Sci.
Youxi Wu, Zhu Yuan, Yan Li, Lei Guo, Philippe Fournier-Viger, Xindong Wu
2022 J jnl
OPR-Miner: Order-preserving rule mining for time series.
CoRR
Youxi Wu, Xiaoqian Zhao, Yan Li, Lei Guo, Xingquan Zhu, Philippe Fournier-Viger, Xindong Wu
2022 C conf
Parallel High Utility Itemset Mining.
IEA/AIE
Gaojuan Fan, Huaiyuan Xiao, Chongsheng Zhang, George Almpanidis, Philippe Fournier-Viger, Hamido Fujita
2022 J jnl
Parallel grid-based density peak clustering of big trajectory data.
Appl. Intell.
Xinzheng Niu, Yunhong Zheng, Philippe Fournier-Viger, Bing Wang
2022 — conf
Pattern Mining: Current Challenges and Opportunities.
DASFAA (Workshops)
Philippe Fournier-Viger, Wensheng Gan, Youxi Wu, Mourad Nouioua, Wei Song, Tin C. Truong, Hai Van Duong
2022 — conf
Reasoning About Order Crossover in Genetic Algorithms.
ICSI (1)
M. Saqib Nawaz, Saleha Noor, Philippe Fournier-Viger
2022 — conf
S-PDB: Analysis and Classification of SARS-CoV-2 Spike Protein Structures.
BIBM
M. Saqib Nawaz, Philippe Fournier-Viger, Yulin He
2022 J jnl
Self-adaptive nonoverlapping sequential pattern mining.
Appl. Intell.
Yuehua Wang, Youxi Wu, Yan Li, Fang Yao, Philippe Fournier-Viger, Xindong Wu
2022 J jnl
TSPIN: mining top-k stable periodic patterns.
Appl. Intell.
Philippe Fournier-Viger, Ying Wang, Peng Yang, Jerry Chun-Wei Lin, Unil Yun, Rage Uday Kiran
2022 J jnl
Towards Revenue Maximization with Popular and Profitable Products.
CoRR
Wensheng Gan, Guoting Chen, Hongzhi Yin, Philippe Fournier-Viger, Chien-Ming Chen, Philip S. Yu
2022 J jnl
Towards Target High-Utility Itemsets.
CoRR
Jinbao Miao, Wensheng Gan, Shicheng Wan, Yongdong Wu, Philippe Fournier-Viger
2022 C conf
Two-Stage Traffic Clustering Based on HNSW.
IEA/AIE
Xu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Bing Wang
2022 J jnl
UBP-Miner: An efficient bit based high utility itemset mining algorithm.
Knowl. Based Syst.
Peng Wu, Xinzheng Niu, Philippe Fournier-Viger, Cheng Huang, Bing Wang
2022 — conf
UPFP-growth++: An Efficient Algorithm to Find Periodic-Frequent Patterns in Uncertain Temporal Databases.
ICONIP (5)
Palla Likhitha, Rage Veena, Rage Uday Kiran, Koji Zettsu, Masashi Toyoda, Philippe Fournier-Viger
2021 J jnl
A Survey of Utility-Oriented Pattern Mining.
IEEE Trans. Knowl. Data Eng.
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng, Philip S. Yu
2021 — conf
A Transaction Classification Model of Federated Learning.
IEA/AIE (1)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Philippe Fournier-Viger
2021 J jnl
A guided FP-Growth algorithm for mining multitude-targeted item-sets and class association rules in imbalanced data.
Inf. Sci.
Lior Shabtay, Philippe Fournier-Viger, Rami Yaari, Itai Dattner
2021 J jnl
A new perceptual evaluation method of video quality based on neural network.
Intell. Data Anal.
Jaroslav Frnda, Michal Pavlicko, Marek Durica, Lukas Sevcik, Miroslav Voznák, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2021 J jnl
A predictive GA-based model for closed high-utility itemset mining.
Appl. Soft Comput.
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Unil Yun, Philippe Fournier-Viger
2021 J jnl
Advances in Theory and Applications of Artificial Intelligence.
AI Mag.
Hamido Fujita, Philippe Fournier-Viger, Jun Sasaki, Moonis Ali
2021 J jnl
An evolutionary/heuristic-based proof searching framework for interactive theorem prover.
Appl. Soft Comput.
M. Saqib Nawaz, Muhammad Zohaib Nawaz, Osman Hasan, Philippe Fournier-Viger, Meng Sun
2021 J jnl
Analysis of public reactions to the novel Coronavirus (COVID-19) outbreak on Twitter.
Kybernetes
Saleha Noor, Yi Guo, Syed Hamad Hassan Shah, Philippe Fournier-Viger, M. Saqib Nawaz
2021 J jnl
Average utility driven data analytics on damped windows for intelligent systems with data streams.
Int. J. Intell. Syst.
Jongseong Kim, Unil Yun, Hyunsoo Kim, Taewoong Ryu, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Witold Pedrycz
2021 J jnl
Beyond Frequency: Utility Mining with Varied Item-specific Minimum Utility.
ACM Trans. Internet Techn.
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu
2021 — conf
CHUQI-Miner: Mining Correlated Quantitative High Utility Itemsets.
ICDM (Workshops)
Mourad Nouioua, Philippe Fournier-Viger, Jun-Feng Qu, Jerry Chun-Wei Lin, Wensheng Gan, Wei Song
2021 — conf
COVID-19 Genome Analysis Using Alignment-Free Methods.
IEA/AIE (1)
M. Saqib Nawaz, Philippe Fournier-Viger, Xinzheng Niu, Youxi Wu, Jerry Chun-Wei Lin
2021 J jnl
Damped sliding based utility oriented pattern mining over stream data.
Knowl. Based Syst.
Heonho Kim, Unil Yun, Yoonji Baek, Hyunsoo Kim, Hyoju Nam, Jerry Chun-Wei Lin, Philippe Fournier-Viger
2021 — conf
Discovering Relative High Utility Itemsets in Very Large Transactional Databases Using Null-Invariant Measure.
IEEE BigData
R. Uday Kiran, Pradeep Pallikila, José María Luna, Philippe Fournier-Viger, Masashi Toyoda, P. Krishna Reddy
2021 J jnl
Efficient algorithms for mining frequent high utility sequences with constraints.
Inf. Sci.
Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun, Hamido Fujita
2021 J jnl
Enhancing link prediction in dynamic networks using content aggregation.
Clust. Comput.
Mustapha Bouakkaz, Youcef Ouinten, Sabine Loudcher, Philippe Fournier-Viger
2021 J jnl
FHUQI-Miner: Fast high utility quantitative itemset mining.
Appl. Intell.
Mourad Nouioua, Philippe Fournier-Viger, Cheng-Wei Wu, Jerry Chun-Wei Lin, Wensheng Gan
2021 J jnl
Fast Top-K association rule mining using rule generation property pruning.
Appl. Intell.
Xiangyu Liu, Xinzheng Niu, Philippe Fournier-Viger
2021 J jnl
Fast Utility Mining on Sequence Data.
IEEE Trans. Cybern.
Wensheng Gan, Jerry Chun-Wei Lin, Jiexiong Zhang, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu
2021 J jnl
HANP-Miner: High average utility nonoverlapping sequential pattern mining.
Knowl. Based Syst.
Youxi Wu, Meng Geng, Yan Li, Lei Guo, Zhao Li, Philippe Fournier-Viger, Xingquan Zhu, Xindong Wu
2021 — conf
HSNP-Miner: High Utility Self-Adaptive Nonoverlapping Pattern Mining.
ICBK
Md. Motaher Hossain, Youxi Wu, Philippe Fournier-Viger, Zhao Li, Lei Guo, Yan Li
2021 J jnl
Hiding sensitive information in eHealth datasets.
Future Gener. Comput. Syst.
Jimmy Ming-Tai Wu, Gautam Srivastava, Alireza Jolfaei, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2021 J jnl
IEEE Access Special Section Editorial: Utility-Pattern Mining: Theoretical Analytics and Applications.
IEEE Access
Jerry Chun-Wei Lin, Philippe Fournier-Viger, Vincent S. Tseng, Philip S. Yu
2021 B conf
Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset Mining.
ACIIDS
M. Saqib Nawaz, Philippe Fournier-Viger, Wei Song, Jerry Chun-Wei Lin, Bernd Noack
2021 — ed.
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
PKDD/ECML Workshops (1)
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 Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2021 — ed.
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
PKDD/ECML Workshops (2)
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 Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2021 — conf
Machine Learning for Intelligent Industrial Design.
PKDD/ECML Workshops (2)
Philippe Fournier-Viger, M. Saqib Nawaz, Wei Song, Wensheng Gan
2021 — conf
Map-Matching Based on HMM for Urban Traffic.
IEA/AIE (2)
Dongzi Chen, Xinzheng Niu, Philippe Fournier-Viger, Wenxin Wu, Bing Wang
2021 — conf
Metamorphic Malware Behavior Analysis Using Sequential Pattern Mining.
PKDD/ECML Workshops (2)
M. Saqib Nawaz, Philippe Fournier-Viger, Muhammad Zohaib Nawaz, Guoting Chen, Youxi Wu
2021 — conf
Mining Episode Rules from Event Sequences Under Non-overlapping Frequency.
IEA/AIE (1)
Oualid Ouarem, Farid Nouioua, Philippe Fournier-Viger
2021 — conf
Mining High Utility Sequences with a Novel Utility Function.
KSE
Hanh-Thong Huynh, Hai V. Duong, Tin C. Truong, Bac Le, Philippe Fournier-Viger
2021 B conf
Mining Partially-Ordered Episode Rules in an Event Sequence.
ACIIDS
Philippe Fournier-Viger, Yangming Chen, Farid Nouioua, Jerry Chun-Wei Lin
2021 B conf
Mining Partially-Ordered Episode Rules with the Head Support.
DaWaK
Yangming Chen, Philippe Fournier-Viger, Farid Nouioua, Youxi Wu
2021 — conf
Mining Skyline Frequent-Utility Itemsets with Utility Filtering.
PRICAI (1)
Wei Song, Chuanlong Zheng, Philippe Fournier-Viger
2021 J jnl
Mining local periodic patterns in a discrete sequence.
Inf. Sci.
Philippe Fournier-Viger, Peng Yang, Rage Uday Kiran, Sebastián Ventura, José María Luna
2021 — conf
Privacy-Preserving Periodic Frequent Pattern Model in AIoT Applications.
ISPACS
Usman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Chien-Fu Cheng
2021 — conf
Proof Searching in PVS Theorem Prover Using Simulated Annealing.
ICSI (2)
M. Saqib Nawaz, Meng Sun, Philippe Fournier-Viger
2021 J jnl
Proof searching and prediction in HOL4 with evolutionary/heuristic and deep learning techniques.
Appl. Intell.
M. Saqib Nawaz, Muhammad Zohaib Nawaz, Osman Hasan, Philippe Fournier-Viger, Meng Sun
2021 — conf
Sequence Prediction using Partially-Ordered Episode Rules.
ICDM (Workshops)
Yangming Chen, Philippe Fournier-Viger, Farid Nouioua, Youxi Wu
2021 C conf
Stable High Utility Itemset Mining.
iiWAS
Acquah Hackman, Yu Huang, Philippe Fournier-Viger, Vincent S. Tseng
2021 C conf
TKQ: Top-K Quantitative High Utility Itemset Mining.
ADMA
Mourad Nouioua, Philippe Fournier-Viger, Wensheng Gan, Youxi Wu, Jerry Chun-Wei Lin, Farid Nouioua
2021 J jnl
Towards Revenue Maximization with Popular and Profitable Products.
Trans. Data Sci.
Wensheng Gan, Guoting Chen, Hongzhi Yin, Philippe Fournier-Viger, Chien-Ming Chen, Philip S. Yu
2021 J jnl
Using artificial intelligence techniques for COVID-19 genome analysis.
Appl. Intell.
M. Saqib Nawaz, Philippe Fournier-Viger, Abbas Shojaee, Hamido Fujita
2021 J jnl
Utility Mining Across Multi-Dimensional Sequences.
ACM Trans. Knowl. Discov. Data
Wensheng Gan, Jerry Chun-Wei Lin, Jiexiong Zhang, Hongzhi Yin, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu
2020 C conf
A Decision Support System to Provide Criminal Pattern Based Suggestions to Travelers.
IEA/AIE
Khin Nandar Win, Jianguo Chen, Mingxing Duan, Guoqing Xiao, Kenli Li, Philippe Fournier-Viger, Keqin Li
2020 J jnl
A Multi-Core Approach to Efficiently Mining High-Utility Itemsets in Dynamic Profit Databases.
IEEE Access
Bay Vo, Loan T. T. Nguyen, Trinh D. D. Nguyen, Philippe Fournier-Viger, Unil Yun
2020 J jnl
A survey of pattern mining in dynamic graphs.
WIREs Data Mining Knowl. Discov.
Philippe Fournier-Viger, Ganghuan He, Chao Cheng, Jiaxuan Li, Min Zhou, Jerry Chun-Wei Lin, Unil Yun
2020 — conf
Discovering Alarm Correlation Rules for Network Fault Management.
ICSOC Workshops
Philippe Fournier-Viger, Ganghuan He, Min Zhou, Mourad Nouioua, Jiahong Liu
2020 — conf
Discovering Frequent Spatial Patterns in Very Large Spatiotemporal Databases.
SIGSPATIAL/GIS
R. Uday Kiran, Sourabh Shrivastava, Philippe Fournier-Viger, Koji Zettsu, Masashi Toyoda, Masaru Kitsuregawa
2020 J jnl
Discovering rare correlated periodic patterns in multiple sequences.
Data Knowl. Eng.
Philippe Fournier-Viger, Peng Yang, Zhitian Li, Jerry Chun-Wei Lin, Rage Uday Kiran
2020 C conf
Distributed Density Peak Clustering of Trajectory Data on Spark.
IEA/AIE
Yunhong Zheng, Xinzheng Niu, Philippe Fournier-Viger, Fan Li, Lin Gao
2020 J jnl
EHAUSM: An efficient algorithm for high average utility sequence mining.
Inf. Sci.
Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger
2020 J jnl
Efficient Chain Structure for High-Utility Sequential Pattern Mining.
IEEE Access
Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang
2020 J jnl
Extracting User-Centric Knowledge on Two Different Spaces: Concepts and Records.
IEEE Access
José María Luna, Philippe Fournier-Viger, Sebastián Ventura
2020 J jnl
Fingerprint classification and identification algorithms for criminal investigation: A survey.
Future Gener. Comput. Syst.
Khin Nandar Win, Kenli Li, Jianguo Chen, Philippe Fournier-Viger, Keqin Li
2020 J jnl
HUOPM: High-Utility Occupancy Pattern Mining.
IEEE Trans. Cybern.
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu
2020 J jnl
High average-utility sequential pattern mining based on uncertain databases.
Knowl. Inf. Syst.
Jerry Chun-Wei Lin, Ting Li, Matin Pirouz, Ji Zhang, Philippe Fournier-Viger
2020 C conf
Maintenance of Prelarge High Average-Utility Patterns in Incremental Databases.
IEA/AIE
Jimmy Ming-Tai Wu, Qian Teng, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Chien-Fu Cheng
2020 B conf
Mining Attribute Evolution Rules in Dynamic Attributed Graphs.
DaWaK
Philippe Fournier-Viger, Ganghuan He, Jerry Chun-Wei Lin, Heitor Murilo Gomes
2020 C conf
Mining Cross-Level High Utility Itemsets.
IEA/AIE
Philippe Fournier-Viger, Ying Wang, Jerry Chun-Wei Lin, José María Luna, Sebastián Ventura
2020 — conf
Mining Locally Trending High Utility Itemsets.
PAKDD (2)
Philippe Fournier-Viger, Yanjun Yang, Jerry Chun-Wei Lin, Jaroslav Frnda
2020 J jnl
Mining Productive Itemsets in Dynamic Databases.
IEEE Access
Xiang Li, Jiaxuan Li, Philippe Fournier-Viger, M. Saqib Nawaz, Jie Yao, Jerry Chun-Wei Lin
2020 J jnl
Mining correlated high-utility itemsets using various measures.
Log. J. IGPL
Philippe Fournier-Viger, Yimin Zhang, Jerry Chun-Wei Lin, Duy-Tai Dinh, Hoai Bac Le
2020 J jnl
Mining cost-effective patterns in event logs.
Knowl. Based Syst.
Philippe Fournier-Viger, Jiaxuan Li, Jerry Chun-Wei Lin, Tin Truong-Chi, R. Uday Kiran
2020 J jnl
Mining high utility itemsets using extended chain structure and utility machine.
Knowl. Based Syst.
Jun-Feng Qu, Philippe Fournier-Viger, Mengchi Liu, Bo Hang, Feng Wang
2020 J jnl
NextRoute: a lossless model for accurate mobility prediction.
J. Ambient Intell. Humaniz. Comput.
Hanane Amirat, Nasreddine Lagraa, Philippe Fournier-Viger, Youcef Ouinten
2020 J jnl
One scan based high average-utility pattern mining in static and dynamic databases.
Future Gener. Comput. Syst.
Jongseong Kim, Unil Yun, Eunchul Yoon, Jerry Chun-Wei Lin, Philippe Fournier-Viger
2020 J jnl
Proof Learning in PVS With Utility Pattern Mining.
IEEE Access
M. Saqib Nawaz, Philippe Fournier-Viger, Ji Zhang
2020 Misc conf
Proof searching in HOL4 with genetic algorithm.
SAC
Muhammad Zohaib Nawaz, Osman Hasan, M. Saqib Nawaz, Philippe Fournier-Viger, Meng Sun
2020 — conf
TKC: Mining Top-K Cross-Level High Utility Itemsets.
ICDM (Workshops)
Mourad Nouioua, Ying Wang, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu
2020 C conf
TKE: Mining Top-K Frequent Episodes.
IEA/AIE
Philippe Fournier-Viger, Yanjun Yang, Peng Yang, Jerry Chun-Wei Lin, Unil Yun
2020 C ed.
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
IEA/AIE
Hamido Fujita, Philippe Fournier-Viger, Moonis Ali, Jun Sasaki
2020 J jnl
Uncertainty-Based Pattern Mining for Maximizing Profit of Manufacturing Plants With List Structure.
IEEE Trans. Ind. Electron.
Yoonji Baek, Unil Yun, Eunchul Yoon, Philippe Fournier-Viger
2020 J jnl
Utility-Driven Mining of Trend Information for Intelligent System.
ACM Trans. Manag. Inf. Syst.
Wensheng Gan, Jerry Chun-Wei Lin, Han-Chieh Chao, Philippe Fournier-Viger, Xuan Wang, Philip S. Yu
2019 — conf
A GA-based Framework for Mining High Fuzzy Utility Itemsets.
IEEE BigData
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Tomasz Wiktorski, Tzung-Pei Hong, Matin Pirouz
2019 B conf
A Novel Parallel Framework for Metaheuristic-based Frequent Itemset Mining.
CEC
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Ahcène Bendjoudi, Philippe Fournier-Viger
2019 — conf
A Parallel Crime Activity Clustering Algorithm Based on Apache Spark Cloud Computing Platform.
HPCC/SmartCity/DSS
Khin Nandar Win, Jianguo Chen, Guoqing Xiao, Yuedan Chen, Philippe Fournier-Viger
2019 — conf
A Project-based PMiner Algorithm in Uncertain Databases.
TAAI
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Philippe Fournier-Viger, Chun-Hao Chen, Ting Li
2019 J jnl
A Sanitization Approach to Secure Shared Data in an IoT Environment.
IEEE Access
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Philippe Fournier-Viger, Youcef Djenouri, Chun-Hao Chen, Yuyu Zhang
2019 J jnl
A Survey of Parallel Sequential Pattern Mining.
ACM Trans. Knowl. Discov. Data
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu
2019 B conf
A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data Mining.
CEC
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Youcef Djenouri, Philippe Fournier-Viger, Yuyu Zhang
2019 — conf
Adaptive Self-Sufficient Itemset Miner for Transactional Data Streams.
PRICAI (2)
Feiyang Tang, David Tse Jung Huang, Yun Sing Koh, Philippe Fournier-Viger
2019 — conf
An Efficient Chain Structure to Mine High-Utility Sequential Patterns.
ICDM Workshops
Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang
2019 — conf
An Explicit Relationship Between Sequential Patterns and Their Concise Representations.
BDA
Hai V. Duong, Tin C. Truong, Bac Le, Philippe Fournier-Viger
2019 J jnl
BILU-NEMH: A BILU neural-encoded mention hypergraph for mention extraction.
Inf. Sci.
Jerry Chun-Wei Lin, Yinan Shao, Philippe Fournier-Viger, Hamido Fujita
2019 J jnl
Bee swarm optimization for solving the MAXSAT problem using prior knowledge.
Soft Comput.
Youcef Djenouri, Zineb Habbas, Djamel Djenouri, Philippe Fournier-Viger
2019 J jnl
Beyond Frequency: Utility Mining with Varied Item-Specific Minimum Utility.
CoRR
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu
2019 — ed.
Big Data Analytics - 7th International Conference, BDA 2019, Ahmedabad, India, December 17-20, 2019, Proceedings
BDA
Sanjay Madria, Philippe Fournier-Viger, Sanjay Chaudhary, P. Krishna Reddy
2019 J jnl
CLS-Miner: efficient and effective closed high-utility itemset mining.
Frontiers Comput. Sci.
Thu-Lan Dam, Kenli Li, Philippe Fournier-Viger, Quang-Huy Duong
2019 — conf
Discovering Periodic Patterns in Irregular Time Series.
ICDM Workshops
C. Saideep, Rage Uday Kiran, Koji Zettsu, Philippe Fournier-Viger, Masaru Kitsuregawa, P. Krishna Reddy
2019 B conf
Discovering Spatial High Utility Itemsets in Spatiotemporal Databases.
SSDBM
R. Uday Kiran, Koji Zettsu, Masashi Toyoda, Philippe Fournier-Viger, P. Krishna Reddy, Masaru Kitsuregawa
2019 C conf
Discovering Stable Periodic-Frequent Patterns in Transactional Data.
IEA/AIE
Philippe Fournier-Viger, Peng Yang, Jerry Chun-Wei Lin, Rage Uday Kiran
2019 B conf
Discovering and Visualizing Efficient Patterns in Cost/Utility Sequences.
DaWaK
Philippe Fournier-Viger, Jiaxuan Li, Jerry Chun-Wei Lin, Tin Truong-Chi
2019 B conf
Efficient Mining of High Average-Utility Sequential Patterns from Uncertain Databases.
SMC
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Philippe Fournier-Viger, Tzung-Pei Hong, Ting Li
2019 J jnl
Efficient Vertical Mining of High Average-Utility Itemsets Based on Novel Upper-Bounds.
IEEE Trans. Knowl. Data Eng.
Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger
2019 J jnl
Efficient algorithms to identify periodic patterns in multiple sequences.
Inf. Sci.
Philippe Fournier-Viger, Zhitian Li, Jerry Chun-Wei Lin, Rage Uday Kiran, Hamido Fujita
2019 J jnl
Efficient high average-utility itemset mining using novel vertical weak upper-bounds.
Knowl. Based Syst.
Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun
2019 — conf
Efficiently Finding High Utility-Frequent Itemsets Using Cutoff and Suffix Utility.
PAKDD (2)
R. Uday Kiran, T. Yashwanth Reddy, Philippe Fournier-Viger, Masashi Toyoda, P. Krishna Reddy, Masaru Kitsuregawa
2019 J jnl
Exploiting GPU parallelism in improving bees swarm optimization for mining big transactional databases.
Inf. Sci.
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Ahcène Bendjoudi
2019 J jnl
FMaxCloHUSM: An efficient algorithm for mining frequent closed and maximal high utility sequences.
Eng. Appl. Artif. Intell.
Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger
2019 J jnl
Fast Utility Mining on Complex Sequences.
CoRR
Wensheng Gan, Jerry Chun-Wei Lin, Jiexiong Zhang, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu
2019 B conf
Finding Strongly Correlated Trends in Dynamic Attributed Graphs.
DaWaK
Philippe Fournier-Viger, Chao Cheng, Zhi Cheng, Jerry Chun-Wei Lin, Nazha Selmaoui-Folcher
2019 J jnl
Frequent itemset mining: A 25 years review.
WIREs Data Mining Knowl. Discov.
José María Luna, Philippe Fournier-Viger, Sebastián Ventura
2019 J jnl
GPU-based swarm intelligence for Association Rule Mining in big databases.
Intell. Data Anal.
Youcef Djenouri, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Djamel Djenouri, Asma Belhadi
2019 C conf
HUE-Span: Fast High Utility Episode Mining.
ADMA
Philippe Fournier-Viger, Peng Yang, Jerry Chun-Wei Lin, Unil Yun
2019 J jnl
Hiding sensitive itemsets with multiple objective optimization.
Soft Comput.
Jerry Chun-Wei Lin, Yuyu Zhang, Binbin Zhang, Philippe Fournier-Viger, Youcef Djenouri
2019 — conf
Mining High-Utility Sequential Patterns from Big Datasets.
IEEE BigData
Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Shyue-Liang Leon Wang
2019 J jnl
Mining high-utility itemsets in dynamic profit databases.
Knowl. Based Syst.
Loan T. T. Nguyen, Phuc Nguyen, Trinh D. D. Nguyen, Bay Vo, Philippe Fournier-Viger, Vincent S. Tseng
2019 J jnl
Mining local and peak high utility itemsets.
Inf. Sci.
Philippe Fournier-Viger, Yimin Zhang, Jerry Chun-Wei Lin, Hamido Fujita, Yun Sing Koh
2019 J jnl
Mining of skyline patterns by considering both frequent and utility constraints.
Eng. Appl. Artif. Intell.
Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Tzung-Pei Hong
2019 J jnl
Mining significant trend sequences in dynamic attributed graphs.
Knowl. Based Syst.
Philippe Fournier-Viger, Chao Cheng, Zhi Cheng, Jerry Chun-Wei Lin, Nazha Selmaoui-Folcher
2019 — conf
Network of Experts: Learning from Evolving Data Streams Through Network-Based Ensembles.
ICONIP (1)
Heitor Murilo Gomes, Albert Bifet, Philippe Fournier-Viger, Jones Granatyr, Jesse Read
2019 J jnl
PCPD: A Parallel Crime Pattern Discovery System for Large-Scale Spatiotemporal Data Based on Fuzzy Clustering.
Int. J. Fuzzy Syst.
Khin Nandar Win, Jianguo Chen, Yuedan Chen, Philippe Fournier-Viger
2019 — conf
Proof Guidance in PVS with Sequential Pattern Mining.
FSEN
M. Saqib Nawaz, Meng Sun, Philippe Fournier-Viger
2019 J jnl
SPPC: a new tree structure for mining erasable patterns in data streams.
Appl. Intell.
Tuong Le, Bay Vo, Philippe Fournier-Viger, Mi Young Lee, Sung Wook Baik
2019 — conf
Succinct BWT-Based Sequence Prediction.
DEXA (2)
Rafael Ktistakis, Philippe Fournier-Viger, Simon J. Puglisi, Rajeev Raman
2019 — conf
TKG: Efficient Mining of Top-K Frequent Subgraphs.
BDA
Philippe Fournier-Viger, Chao Cheng, Jerry Chun-Wei Lin, Unil Yun, R. Uday Kiran
2019 J jnl
Utility Mining Across Multi-Dimensional Sequences.
CoRR
Wensheng Gan, Jerry Chun-Wei Lin, Jiexiong Zhang, Hongzhi Yin, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu
2019 J jnl
Utility-Driven Mining of Trend Information for Intelligent System.
CoRR
Wensheng Gan, Jerry Chun-Wei Lin, Han-Chieh Chao, Philippe Fournier-Viger, Xuan Wang, Philip S. Yu
2018 — conf
A Metaheuristic Algorithm for Hiding Sensitive Itemsets.
DEXA (2)
Jerry Chun-Wei Lin, Yuyu Zhang, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang
2018 J jnl
A Survey of Parallel Sequential Pattern Mining.
CoRR
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu
2018 J jnl
A Survey of Utility-Oriented Pattern Mining.
CoRR
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng, Philip S. Yu
2018 J jnl
A new framework for metaheuristic-based frequent itemset mining.
Appl. Intell.
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2018 J jnl
A survey of incremental high-utility itemset mining.
WIREs Data Mining Knowl. Discov.
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Tzung-Pei Hong, Hamido Fujita
2018 J jnl
An efficient algorithm for Hiding High Utility Sequential Patterns.
Int. J. Approx. Reason.
Bac Le, Duy-Tai Dinh, Van-Nam Huynh, Quang-Minh Nguyen, Philippe Fournier-Viger
2018 J jnl
An efficient algorithm for mining periodic high-utility sequential patterns.
Appl. Intell.
Duy-Tai Dinh, Bac Le, Philippe Fournier-Viger, Van-Nam Huynh
2018 B conf
Anonymization of Multiple and Personalized Sensitive Attributes.
DaWaK
Jerry Chun-Wei Lin, Qiankun Liu, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang
2018 J jnl
Binary dragonfly optimization for feature selection using time-varying transfer functions.
Knowl. Based Syst.
Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Hossam Faris, Philippe Fournier-Viger, Xiaodong Li, Seyedali Mirjalili
2018 — conf
Concept Drift Detector Selection for Hoeffding Adaptive Trees.
Australasian Conference on Artificial Intelligence
Moana Stirling, Yun Sing Koh, Philippe Fournier-Viger, Sri Devi Ravana
2018 C conf
Discovering High Utility Change Points in Customer Transaction Data.
ADMA
Philippe Fournier-Viger, Yimin Zhang, Jerry Chun-Wei Lin, Yun Sing Koh
2018 B conf
Discovering Periodic Patterns Common to Multiple Sequences.
DaWaK
Philippe Fournier-Viger, Zhitian Li, Jerry Chun-Wei Lin, Rage Uday Kiran, Hamido Fujita
2018 — conf
Discovering Strong Meta Association Rules Using Bees Swarm Optimization.
PAKDD (Workshops)
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2018 J jnl
ETARM: an efficient top-k association rule mining algorithm.
Appl. Intell.
Linh T. T. Nguyen, Bay Vo, Loan T. T. Nguyen, Philippe Fournier-Viger, Ali Selamat
2018 J jnl
Efficient high utility itemset mining using buffered utility-lists.
Appl. Intell.
Quang-Huy Duong, Philippe Fournier-Viger, Heri Ramampiaro, Kjetil Nørvåg, Thu-Lan Dam
2018 J jnl
Efficiently Updating the Discovered Multiple Fuzzy Frequent Itemsets with Transaction Insertion.
Int. J. Fuzzy Syst.
Jerry Chun-Wei Lin, Yuyu Zhang, Philippe Fournier-Viger, Tzung-Pei Hong
2018 J jnl
Efficiently mining frequent itemsets applied for textual aggregation.
Appl. Intell.
Mustapha Bouakkaz, Youcef Ouinten, Sabine Loudcher, Philippe Fournier-Viger
2018 J jnl
Efficiently updating the discovered high average-utility itemsets with transaction insertion.
Eng. Appl. Artif. Intell.
Jerry Chun-Wei Lin, Shifeng Ren, Philippe Fournier-Viger, Jeng-Shyang Pan, Tzung-Pei Hong
2018 J jnl
Exploiting highly qualified pattern with frequency and weight occupancy.
Knowl. Inf. Syst.
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Justin Zhan, Ji Zhang
2018 J jnl
Extracting non-redundant correlated purchase behaviors by utility measure.
Knowl. Based Syst.
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Hamido Fujita
2018 J jnl
Extracting useful knowledge from event logs: A frequent itemset mining approach.
Knowl. Based Syst.
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger
2018 J jnl
Fast and effective cluster-based information retrieval using frequent closed itemsets.
Inf. Sci.
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2018 — conf
Football Pass Prediction Using Player Locations.
MLSA@PKDD/ECML
Philippe Fournier-Viger, Tianbiao Liu, Jerry Chun-Wei Lin
2018 J jnl
HUOPM: High Utility Occupancy Pattern Mining.
CoRR
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu
2018 J jnl
High utility drift detection in quantitative data streams.
Knowl. Based Syst.
Quang-Huy Duong, Heri Ramampiaro, Kjetil Nørvåg, Philippe Fournier-Viger, Thu-Lan Dam
2018 C conf
Interactive Discovery of Statistically Significant Itemsets.
IEA/AIE
Philippe Fournier-Viger, Xiang Li, Jie Yao, Jerry Chun-Wei Lin
2018 — conf
LocRec: Rule-Based Successive Location Recommendation in LBSN.
ICC
Hanane Amirat, Abderrahim Benslimane, Philippe Fournier-Viger, Nasreddine Lagraa
2018 J jnl
MEMU: More Efficient Algorithm to Mine High Average-Utility Patterns With Multiple Minimum Average-Utility Thresholds.
IEEE Access
Jerry Chun-Wei Lin, Shifeng Ren, Philippe Fournier-Viger
2018 J jnl
Maintenance algorithm for high average-utility itemsets with transaction deletion.
Appl. Intell.
Jerry Chun-Wei Lin, Yinan Shao, Philippe Fournier-Viger, Youcef Djenouri, Xiangmin Guo
2018 — conf
Mining Local High Utility Itemsets.
DEXA (2)
Philippe Fournier-Viger, Yimin Zhang, Jerry Chun-Wei Lin, Hamido Fujita, Yun Sing Koh
2018 J jnl
Mining diversified association rules in big datasets: A cluster/GPU/genetic approach.
Inf. Sci.
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Hamido Fujita
2018 — conf
New Tighter Upper Bounds for Mining High Average-Utility Itemsets.
ICBDE
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Matin Pirouz, Philippe Fournier-Viger
2018 — conf
PPSF: An Open-Source Privacy-Preserving and Security Mining Framework.
ICDM Workshops
Jerry Chun-Wei Lin, Philippe Fournier-Viger, Lintai Wu, Wensheng Gan, Youcef Djenouri, Ji Zhang
2018 B conf
Radio Data Transmission Reduction in Power-Constrained WSN.
IWCMC
Koffi V. C. Kevin de Souza, Jalal Almhana, Philippe Fournier-Viger
2018 J jnl
TUB-HAUPM: Tighter Upper Bound for Mining High Average-Utility Patterns.
IEEE Access
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Matin Pirouz, Philippe Fournier-Viger
2017 J jnl
A binary PSO approach to mine high-utility itemsets.
Soft Comput.
Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Tzung-Pei Hong, Miroslav Voznák
2017 J jnl
A fast algorithm for mining high average-utility itemsets.
Appl. Intell.
Jerry Chun-Wei Lin, Shifeng Ren, Philippe Fournier-Viger, Tzung-Pei Hong, Ja-Hwung Su, Bay Vo
2017 J jnl
A survey of itemset mining.
WIREs Data Mining Knowl. Discov.
Philippe Fournier-Viger, Jerry Chun-Wei Lin, Bay Vo, Tin Chi Truong, Ji Zhang, Hoai Bac Le
2017 J jnl
A two-phase approach to mine short-period high-utility itemsets in transactional databases.
Adv. Eng. Informatics
Jerry Chun-Wei Lin, Jiexiong Zhang, Philippe Fournier-Viger, Tzung-Pei Hong, Ji Zhang
2017 — conf
An Hybrid Multi-Core/GPU-Based Mimetic Algorithm for Big Association Rule Mining.
ICGEC
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2017 J jnl
An efficient algorithm for mining top-k on-shelf high utility itemsets.
Knowl. Inf. Syst.
Thu-Lan Dam, Kenli Li, Philippe Fournier-Viger, Quang-Huy Duong
2017 C conf
Analyzing students' attention in class using wearable devices.
WoWMoM
Xin Zhang, Cheng-Wei Wu, Philippe Fournier-Viger, Lan-Da Van, Yu-Chee Tseng
2017 J jnl
Chemical reaction optimization with unified tabu search for the vehicle routing problem.
Soft Comput.
Thu-Lan Dam, Kenli Li, Philippe Fournier-Viger
2017 — conf
Discovering Periodic Patterns in Non-uniform Temporal Databases.
PAKDD (2)
R. Uday Kiran, J. N. Venkatesh, Philippe Fournier-Viger, Masashi Toyoda, P. Krishna Reddy, Masaru Kitsuregawa
2017 J jnl
EFIM: a fast and memory efficient algorithm for high-utility itemset mining.
Knowl. Inf. Syst.
Souleymane Zida, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng
2017 J jnl
EHAUPM: Efficient High Average-Utility Pattern Mining With Tighter Upper Bounds.
IEEE Access
Jerry Chun-Wei Lin, Shifeng Ren, Philippe Fournier-Viger, Tzung-Pei Hong
2017 J jnl
Efficient Mining of Multiple Fuzzy Frequent Itemsets.
Int. J. Fuzzy Syst.
Jerry Chun-Wei Lin, Ting Li, Philippe Fournier-Viger, Tzung-Pei Hong, Jimmy Ming-Tai Wu, Justin Zhan
2017 J jnl
Efficient hiding of confidential high-utility itemsets with minimal side effects.
J. Exp. Theor. Artif. Intell.
Jerry Chun-Wei Lin, Tzung-Pei Hong, Philippe Fournier-Viger, Qiankun Liu, Jia-Wei Wong, Justin Zhan
2017 J jnl
Efficiently mining frequent itemsets with weight and recency constraints.
Appl. Intell.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Han-Chieh Chao, Tzung-Pei Hong
2017 J jnl
Efficiently mining of skyline frequent-utility patterns.
Intell. Data Anal.
Jeng-Shyang Pan, Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Tzung-Pei Hong
2017 J jnl
Efficiently mining uncertain high-utility itemsets.
Soft Comput.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2017 — conf
Energy-Efficient Partitioning Clustering Algorithm for Wireless Sensor Network.
WICON
Koffi V. C. Kevin de Souza, Catherine Almhana, Philippe Fournier-Viger, Jalal Almhana
2017 — conf
Exploiting High Utility Occupancy Patterns.
APWeb/WAIM (1)
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao
2017 B conf
Extracting Non-redundant Correlated Purchase Behaviors by Utility Measure.
DaWaK
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao
2017 J jnl
Extracting recent weighted-based patterns from uncertain temporal databases.
Eng. Appl. Artif. Intell.
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Jimmy Ming-Tai Wu, Justin Zhan
2017 J jnl
FCloSM, FGenSM: two efficient algorithms for mining frequent closed and generator sequences using the local pruning strategy.
Knowl. Inf. Syst.
Bac Le, Hai V. Duong, Tin C. Truong, Philippe Fournier-Viger
2017 J jnl
FDHUP: Fast algorithm for mining discriminative high utility patterns.
Knowl. Inf. Syst.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Han-Chieh Chao
2017 J jnl
FRIOD: A Deeply Integrated Feature-Rich Interactive System for Effective and Efficient Outlier Detection.
IEEE Access
Xiaodong Zhu, Ji Zhang, Hongzhou Li, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Liang Chang
2017 — conf
High-Utility Sequential Pattern Mining with Multiple Minimum Utility Thresholds.
APWeb/WAIM (1)
Jerry Chun-Wei Lin, Jiexiong Zhang, Philippe Fournier-Viger
2017 — conf
Mining High-Utility Itemsets with Both Positive and Negative Unit Profits from Uncertain Databases.
PAKDD (1)
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng
2017 J jnl
Mining Weighted Frequent Itemsets without Candidate Generation in Uncertain Databases.
Int. J. Inf. Technol. Decis. Mak.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Han-Chieh Chao
2017 — conf
Mining of High Average-Utility Itemsets with a Tighter Upper-Bound Model.
MISNC
Jerry Chun-Wei Lin, Shifeng Ren, Philippe Fournier-Viger, Tzung-Pei Hong
2017 J jnl
Mining of frequent patterns with multiple minimum supports.
Eng. Appl. Artif. Intell.
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Justin Zhan
2017 J jnl
MyRoute: A Graph-Dependency Based Model for Real-Time Route Prediction.
J. Commun.
Hanane Amirat, Nasreddine Lagraa, Philippe Fournier-Viger, Youcef Ouinten
2017 B conf
TWINCLE : A Constrained Sequential Rule Mining Algorithm for Event Logs.
KES
Benjamin Dalmas, Philippe Fournier-Viger, Sylvie Norre
2017 — conf
Updating the Discovered High Average-Utility Patterns with Transaction Insertion.
ICGEC
Tsu-Yang Wu, Jerry Chun-Wei Lin, Yinan Shao, Philippe Fournier-Viger, Tzung-Pei Hong
2016 — conf
A More Efficient Algorithm to Mine Skyline Frequent-Utility Patterns.
ICGEC
Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Siddharth Dawar, Vikram Goyal, Ashish Sureka, Bay Vo
2016 J jnl
A sanitization approach for hiding sensitive itemsets based on particle swarm optimization.
Eng. Appl. Artif. Intell.
Jerry Chun-Wei Lin, Qiankun Liu, Philippe Fournier-Viger, Tzung-Pei Hong, Miroslav Voznák, Justin Zhan
2016 — conf
An Efficient Anonymous System for Transaction Data.
MISNC
Jerry Chun-Wei Lin, Qiankun Liu, Philippe Fournier-Viger, Tzung-Pei Hong, Justin Zhan, Miroslav Voznák
2016 J jnl
An efficient algorithm for mining the top-k high utility itemsets, using novel threshold raising and pruning strategies.
Knowl. Based Syst.
Quang-Huy Duong, Bo Liao, Philippe Fournier-Viger, Thu-Lan Dam
2016 J jnl
An efficient algorithm for mining top-rank-k frequent patterns.
Appl. Intell.
Thu-Lan Dam, Kenli Li, Philippe Fournier-Viger, Quang-Huy Duong
2016 J jnl
An efficient algorithm to mine high average-utility itemsets.
Adv. Eng. Informatics
Jerry Chun-Wei Lin, Ting Li, Philippe Fournier-Viger, Tzung-Pei Hong, Justin Zhan, Miroslav Voznák
2016 Misc conf
Authorship Attribution Using Small Sets of Frequent Part-of-Speech Skip-grams.
FLAIRS
Yao Jean Marc Pokou, Philippe Fournier-Viger, Chadia Moghrabi
2016 — conf
Authorship Attribution using Variable Length Part-of-Speech Patterns.
ICAART (2)
Yao Jean Marc Pokou, Philippe Fournier-Viger, Chadia Moghrabi
2016 — conf
EFIM-Closed: Fast and Memory Efficient Discovery of Closed High-Utility Itemsets.
MLDM
Philippe Fournier-Viger, Souleymane Zida, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng
2016 J jnl
Efficient Algorithms for Mining Top-K High Utility Itemsets.
IEEE Trans. Knowl. Data Eng.
Vincent S. Tseng, Cheng-Wei Wu, Philippe Fournier-Viger, Philip S. Yu
2016 — conf
Efficient Mining of Fuzzy Frequent Itemsets with Type-2 Membership Functions.
ACIIDS (2)
Jerry Chun-Wei Lin, Xianbiao Lv, Philippe Fournier-Viger, Tsu-Yang Wu, Tzung-Pei Hong
2016 A* conf
Efficient Mining of High Average-Utility Itemsets with Multiple Minimum Thresholds.
ICDM
Jerry Chun-Wei Lin, Ting Li, Philippe Fournier-Viger, Tzung-Pei Hong, Ja-Hwung Su
2016 — conf
Efficient Mining of Uncertain Data for High-Utility Itemsets.
WAIM (1)
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2016 — conf
Efficient Mining of Weighted Frequent Itemsets in Uncertain Databases.
MLDM
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong
2016 J jnl
Efficient algorithms for mining high-utility itemsets in uncertain databases.
Knowl. Based Syst.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2016 Misc conf
Efficient algorithms for mining recent weighted frequent itemsets in temporal transactional databases.
SAC
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong
2016 Misc conf
Efficient closed high-utility itemset mining.
SAC
Philippe Fournier-Viger, Souleymane Zida, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng
2016 J jnl
Efficient mining of high-utility itemsets using multiple minimum utility thresholds.
Knowl. Based Syst.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Justin Zhan
2016 B conf
Efficient mining of short periodic high-utility itemsets.
SMC
Jerry Chun-Wei Lin, Jiexiong Zhang, Philippe Fournier-Viger, Tzung-Pei Hong, Chien-Ming Chen, Ja-Hwung Su
2016 J jnl
Efficiently Updating the Discovered Sequential Patterns for Sequence Modification.
Int. J. Softw. Eng. Knowl. Eng.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong
2016 — conf
Employing the neural networks to parametrically assess the quality of a voice call.
SPECTS
Jerry Chun-Wei Lin, Philippe Fournier-Viger
2016 C conf
FHM + : Faster High-Utility Itemset Mining Using Length Upper-Bound Reduction.
IEA/AIE
Philippe Fournier-Viger, Jerry Chun-Wei Lin, Quang-Huy Duong, Thu-Lan Dam
2016 J jnl
FHN: An efficient algorithm for mining high-utility itemsets with negative unit profits.
Knowl. Based Syst.
Jerry Chun-Wei Lin, Philippe Fournier-Viger, Wensheng Gan
2016 J jnl
Fast algorithms for hiding sensitive high-utility itemsets in privacy-preserving utility mining.
Eng. Appl. Artif. Intell.
Jerry Chun-Wei Lin, Tsu-Yang Wu, Philippe Fournier-Viger, Guo Lin, Justin Zhan, Miroslav Voznák
2016 J jnl
Fast algorithms for mining high-utility itemsets with various discount strategies.
Adv. Eng. Informatics
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2016 B conf
Fast algorithms for mining multiple fuzzy frequent itemsets.
FUZZ-IEEE
Jerry Chun-Wei Lin, Ting Li, Philippe Fournier-Viger, Tzung-Pei Hong, Ja-Hwung Su
2016 — conf
How to Apply Gamification Techniques to Design a Gaming Environment for Algebra Concepts.
eLEOT
Usef Faghihi, Donald Aguilar, David Chatman, Nicholas Gautier, Jeffrey Gholson, Justin Gholson, Melvin Lipka, Robert Dill, Philippe Fournier-Viger, Sioui Maldonado-Bouchard
2016 J jnl
Inferring social network user profiles using a partial social graph.
J. Intell. Inf. Syst.
Raïssa Yapan Dougnon, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Roger Nkambou
2016 Misc conf
Mining Correlated High-Utility Itemsets Using the Bond Measure.
HAIS
Philippe Fournier-Viger, Jerry Chun-Wei Lin, Tai Dinh, Hoai Bac Le
2016 — conf
Mining Discriminative High Utility Patterns.
ACIIDS (2)
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong
2016 — conf
Mining Minimal High-Utility Itemsets.
DEXA (1)
Philippe Fournier-Viger, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng, Usef Faghihi
2016 — conf
Mining Recent High Expected Weighted Itemsets from Uncertain Databases.
APWeb (1)
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao
2016 B conf
Mining Recent High-Utility Patterns from Temporal Databases with Time-Sensitive Constraint.
DaWaK
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao
2016 J jnl
Mining high-utility itemsets based on particle swarm optimization.
Eng. Appl. Artif. Intell.
Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Jimmy Ming-Tai Wu, Tzung-Pei Hong, Shyue-Liang Leon Wang, Justin Zhan
2016 — conf
More Efficient Algorithm for Mining Frequent Patterns with Multiple Minimum Supports.
WAIM (1)
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao
2016 — conf
More Efficient Algorithms for Mining High-Utility Itemsets with Multiple Minimum Utility Thresholds.
DEXA (1)
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao
2016 A* conf
PHM: Mining Periodic High-Utility Itemsets.
ICDM
Philippe Fournier-Viger, Jerry Chun-Wei Lin, Quang-Huy Duong, Thu-Lan Dam
2016 J jnl
PTA: An Efficient System for Transaction Database Anonymization.
IEEE Access
Jerry Chun-Wei Lin, Qiankun Liu, Philippe Fournier-Viger, Tzung-Pei Hong
2016 — conf
The SPMF Open-Source Data Mining Library Version 2.
ECML/PKDD (3)
Philippe Fournier-Viger, Jerry Chun-Wei Lin, Antonio Gomariz, Ted Gueniche, Azadeh Soltani, Zhi-Hong Deng, Hoang Thanh Lam
2016 Misc conf
Using Frequent Fixed or Variable-Length POS Ngrams or Skip-Grams for Blog Authorship Attribution.
AIAI
Yao Jean Marc Pokou, Philippe Fournier-Viger, Chadia Moghrabi
2016 J jnl
Weighted frequent itemset mining over uncertain databases.
Appl. Intell.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2015 — conf
A Sanitization Approach of Privacy Preserving Utility Mining.
ICGEC (2)
Jerry Chun-Wei Lin, Tsu-Yang Wu, Philippe Fournier-Viger, Guo Lin, Tzung-Pei Hong, Jeng-Shyang Pan
2015 — conf
A Swarm-Based Approach to Mine High-Utility Itemsets.
MISNC
Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Jimmy Ming-Tai Wu, Tzung-Pei Hong, Shyue-Liang Leon Wang
2015 — conf
A Swarm-Based Sanitization Approach for Hiding Confidential Itemsets.
IIH-MSP
Jerry Chun-Wei Lin, Qiankun Liu, Philippe Fournier-Viger, Tzung-Pei Hong, Jeng-Shyang Pan
2015 J jnl
A fast Algorithm for mining fuzzy frequent itemsets.
J. Intell. Fuzzy Syst.
Jerry Chun-Wei Lin, Ting Li, Philippe Fournier-Viger, Tzung-Pei Hong
2015 Misc conf
Accurate Online Social Network User Profiling.
KI
Raïssa Yapan Dougnon, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Roger Nkambou
2015 — conf
CPT+: Decreasing the Time/Space Complexity of the Compact Prediction Tree.
PAKDD (2)
Ted Gueniche, Philippe Fournier-Viger, Rajeev Raman, Vincent S. Tseng
2015 — conf
EFIM: A Highly Efficient Algorithm for High-Utility Itemset Mining.
MICAI (1)
Souleymane Zida, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng
2015 J jnl
Efficient Algorithms for Mining the Concise and Lossless Representation of High Utility Itemsets.
IEEE Trans. Knowl. Data Eng.
Vincent S. Tseng, Cheng-Wei Wu, Philippe Fournier-Viger, Philip S. Yu
2015 — conf
Efficient Incremental High Utility Itemset Mining.
ASE BD&SI
Philippe Fournier-Viger, Jerry Chun-Wei Lin, Ted Gueniche, Prashant Barhate
2015 — conf
Efficient Mining of High-Utility Sequential Rules.
MLDM
Souleymane Zida, Philippe Fournier-Viger, Cheng-Wei Wu, Jerry Chun-Wei Lin, Vincent S. Tseng
2015 Misc conf
FOSHU: faster on-shelf high utility itemset mining - with or without negative unit profit.
SAC
Philippe Fournier-Viger, Souleymane Zida
2015 — conf
Inferring User Profiles in Online Social Networks Using a Partial Social Graph.
Canadian AI
Raïssa Yapan Dougnon, Philippe Fournier-Viger, Roger Nkambou
2015 — conf
Mining High-Utility Itemsets with Multiple Minimum Utility Thresholds.
C3S2E
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong
2015 J jnl
Mining Partially-Ordered Sequential Rules Common to Multiple Sequences.
IEEE Trans. Knowl. Data Eng.
Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng, Longbing Cao, Roger Nkambou
2015 — conf
Mining Potential High-Utility Itemsets over Uncertain Databases.
ASE BD&SI
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2015 C conf
Mining Weighted Frequent Itemsets with the Recency Constraint.
APWeb
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong
2015 — conf
Mining closed+ high utility itemsets without candidate generation.
TAAI
Cheng-Wei Wu, Philippe Fournier-Viger, Jia-Yuan Gu, Vincent S. Tseng
2015 B conf
Mining high-utility itemsets with various discount strategies.
DSAA
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2015 — conf
More Accurate Inference of User Profiles in Online Social Networks.
MICAI (2)
Raïssa Yapan Dougnon, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Roger Nkambou
2015 J jnl
RWFIM: Recent weighted-frequent itemsets mining.
Eng. Appl. Artif. Intell.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong
2015 — conf
Réduction de la complexité spatiale et temporelle du Compact Prediction Tree pour la prédiction de séquences.
EGC
Ted Gueniche, Philippe Fournier-Viger
2015 — conf
UP-Miner: A Utility Pattern Mining Toolbox.
ICDM Workshops
Vincent S. Tseng, Cheng-Wei Wu, Jun-Han Lin, Philippe Fournier-Viger
2014 Misc conf
A Dynamic Questionnaire to Further Reduce Questions in Learning Style Assessment.
AIAI
Espérance Mwamikazi, Philippe Fournier-Viger, Chadia Moghrabi, Robert Baudouin
2014 — conf
An Adaptive Questionnaire for Automatic Identification of Learning Styles.
IEA/AIE (1)
Espérance Mwamikazi, Philippe Fournier-Viger, Chadia Moghrabi, Adnen Barhoumi, Robert Baudouin
2014 B conf
ERMiner: Sequential Rule Mining Using Equivalence Classes.
IDA
Philippe Fournier-Viger, Ted Gueniche, Souleymane Zida, Vincent S. Tseng
2014 C conf
FHM: Faster High-Utility Itemset Mining Using Estimated Utility Co-occurrence Pruning.
ISMIS
Philippe Fournier-Viger, Cheng-Wei Wu, Souleymane Zida, Vincent S. Tseng
2014 C conf
FHN: Efficient Mining of High-Utility Itemsets with Negative Unit Profits.
ADMA
Philippe Fournier-Viger
2014 — conf
Fast Vertical Mining of Sequential Patterns Using Co-occurrence Information.
PAKDD (1)
Philippe Fournier-Viger, Antonio Gomariz, Manuel Campos, Rincy Thomas
2014 C conf
Novel Concise Representations of High Utility Itemsets Using Generator Patterns.
ADMA
Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng
2014 J jnl
SPMF: a Java open-source pattern mining library.
J. Mach. Learn. Res.
Philippe Fournier-Viger, Antonio Gomariz, Ted Gueniche, Azadeh Soltani, Cheng-Wei Wu, Vincent S. Tseng
2014 B conf
VGEN: Fast Vertical Mining of Sequential Generator Patterns.
DaWaK
Philippe Fournier-Viger, Antonio Gomariz, Michal Sebek, Martin Hlosta
2014 — conf
VMSP: Efficient Vertical Mining of Maximal Sequential Patterns.
Canadian AI
Philippe Fournier-Viger, Cheng-Wei Wu, Antonio Gomariz, Vincent S. Tseng
2014 C conf
WBPL: An Open-Source Library for Predicting Web Surfing Behaviors.
ISMIS
Ted Gueniche, Philippe Fournier-Viger, Roger Nkambou, Vincent S. Tseng
2013 J jnl
A Multiparadigm Intelligent Tutoring System for Robotic Arm Training.
IEEE Trans. Learn. Technol.
Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo, André Mayers, Usef Faghihi
2013 B conf
Assessing Procedural Knowledge in Free-Text Answers through a Hybrid Semantic Web Approach.
ICTAI
Eric Snow, Chadia Moghrabi, Philippe Fournier-Viger
2013 — conf
Compact Prediction Tree: A Lossless Model for Accurate Sequence Prediction.
ADMA (2)
Ted Gueniche, Philippe Fournier-Viger, Vincent S. Tseng
2013 — conf
MEIT: Memory Efficient Itemset Tree for Targeted Association Rule Mining.
ADMA (2)
Philippe Fournier-Viger, Espérance Mwamikazi, Ted Gueniche, Usef Faghihi
2013 — conf
Mining Maximal Sequential Patterns without Candidate Maintenance.
ADMA (1)
Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng
2013 — conf
TKS: Efficient Mining of Top-K Sequential Patterns.
ADMA (1)
Philippe Fournier-Viger, Antonio Gomariz, Ted Gueniche, Espérance Mwamikazi, Rincy Thomas
2013 Misc conf
TNS: mining top-k non-redundant sequential rules.
SAC
Philippe Fournier-Viger, Vincent S. Tseng
2012 J jnl
A computational model for causal learning in cognitive agents.
Knowl. Based Syst.
Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou
2012 J jnl
CMRules: Mining sequential rules common to several sequences.
Knowl. Based Syst.
Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo
2012 — conf
Mining Sequential Rules Common to Several Sequences with the Window Size Constraint.
Canadian AI
Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng, Roger Nkambou
2012 — conf
Mining Top-K Association Rules.
Canadian AI
Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng
2012 C conf
Mining Top-K Non-redundant Association Rules.
ISMIS
Philippe Fournier-Viger, Vincent S. Tseng
2012 B conf
Multi-paradigm Generation of Tutoring Feedback in Robotic Arm Manipulation Training.
ITS
Philippe Fournier-Viger, Roger Nkambou, André Mayers, Engelbert Mephu Nguifo, Usef Faghihi
2012 C conf
Using Partially-Ordered Sequential Rules to Generate More Accurate Sequence Prediction.
ADMA
Philippe Fournier-Viger, Ted Gueniche, Vincent S. Tseng
2011 Misc conf
A Cognitive Tutoring Agent with Automatic Reasoning Capabilities.
FLAIRS
Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou
2011 A conf
A Cognitive Tutoring Agent with Episodic and Causal Learning Capabilities.
AIED
Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou
2011 — conf
An Hybrid Expert Model to Support Tutoring Services in Robotic Arm Manipulations.
MICAI (1)
Philippe Fournier-Viger, Roger Nkambou, André Mayers, Engelbert Mephu Nguifo, Usef Faghihi
2011 A* conf
Efficient Mining of a Concise and Lossless Representation of High Utility Itemsets.
ICDM
Cheng-Wei Wu, Philippe Fournier-Viger, Philip S. Yu, Vincent S. Tseng
2011 J jnl
Human-like learning in a conscious agent.
J. Exp. Theor. Artif. Intell.
Usef Faghihi, Pierre Poirier, Philippe Fournier-Viger, Roger Nkambou
2011 J jnl
Identifying Causes Helps a Tutoring System to Better Adapt to Learners duringTraining Sessions.
J. Intell. Learn. Syst. Appl.
Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou, Pierre Poirier
2011 — conf
Implementing an Efficient Causal Learning Mechanism in a Cognitive Tutoring Agent.
IEA/AIE (2)
Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou
2011 J jnl
Learning task models in ill-defined domain using an hybrid knowledge discovery framework.
Knowl. Based Syst.
Roger Nkambou, Philippe Fournier-Viger, Engelbert Mephu Nguifo
2011 — conf
Mining Top-K Sequential Rules.
ADMA (2)
Philippe Fournier-Viger, Vincent S. Tseng
2011 Misc conf
RuleGrowth: mining sequential rules common to several sequences by pattern-growth.
SAC
Philippe Fournier-Viger, Roger Nkambou, Vincent Shin-Mu Tseng
2010 — ch.
Building Intelligent Tutoring Systems for Ill-Defined Domains.
Advances in Intelligent Tutoring Systems
Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo
2010 Misc conf
CMRULES: An Efficient Algorithm for Mining Sequential Rules Common to Several Sequences.
FLAIRS
Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo
2010 J jnl
Exploiting Sequential Patterns Found in Users' Solutions and Virtual Tutor Behavior to Improve Assistance in ITS.
J. Educ. Technol. Soc.
Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo
2010 B conf
ITS in Ill-Defined Domains: Toward Hybrid Approaches.
Intelligent Tutoring Systems (2)
Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo, André Mayers
2010 — conf
The Combination of a Causal and Emotional Learning Mechanism for an Improved Cognitive Tutoring Agent.
IEA/AIE (2)
Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou, Pierre Poirier
2009 C conf
A Generic Episodic Learning Model Implemented in a Cognitive Agent by Means of Temporal Pattern Mining.
IEA/AIE
Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou, Pierre Poirier
2009 J jnl
A Knowledge Discovery Framework for Learning Task Models from User Interactions in Intelligent Tutoring Systems
CoRR
Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo
2009 A conf
Exploiting Partial Problem Spaces Learned from Users' Interactions to Provide Key Tutoring Services in Procedural and Ill-Defined Domains.
AIED
Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo
2009 — conf
How Emotional Mechanism Helps Episodic Learning in a Cognitive Agent.
IEEE IA
Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou, Pierre Poirier, André Mayers
2009 J jnl
How Emotional Mechanism Helps Episodic Learning in a Cognitive Agent.
CoRR
Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou, Pierre Poirier, André Mayers
2009 J jnl
Improving the Behavior of Intelligent Tutoring Agents with Data Mining.
IEEE Intell. Syst.
Roger Nkambou, Philippe Fournier-Viger, Engelbert Mephu Nguifo
2009 — ch.
Mining Temporal Patterns to Improve Agents Behavior: Two Case Studies.
Data Mining and Multi-agent Integration
Philippe Fournier-Viger, Roger Nkambou, Usef Faghihi, Engelbert Mephu Nguifo
2008 Misc conf
A Framework for Evaluating Semantic Knowledge in Problem-Solving-Based Intelligent Tutoring Systems.
FLAIRS
Philippe Fournier-Viger, Roger Nkambou, André Mayers
2008 — conf
A Knowledge Discovery Framework for Learning Task Models from User Interactions in Intelligent Tutoring Systems.
MICAI
Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo
2008 B conf
Evaluating Spatial Knowledge through Problem-Solving in Virtual Learning Environments.
EC-TEL
Philippe Fournier-Viger, Roger Nkambou, André Mayers
2008 J jnl
Evaluating Spatial Representations and Skills in a Simulator-Based Tutoring System.
IEEE Trans. Learn. Technol.
Philippe Fournier-Viger, Roger Nkambou, André Mayers
2008 B conf
Using Knowledge Discovery Techniques to Support Tutoring in an Ill-Defined Domain.
Intelligent Tutoring Systems
Roger Nkambou, Engelbert Mephu Nguifo, Philippe Fournier-Viger
2007 A conf
A Framework for Problem-Solving Knowledge Mining from Users' Actions.
AIED
Roger Nkambou, Engelbert Mephu Nguifo, Olivier Couturier, Philippe Fournier-Viger
2007 B conf
Automatic Evaluation of Spatial Representations for Complex Robotic Arms Manipulations.
ICALT
Philippe Fournier-Viger, Roger Nkambou, André Mayers, Daniel Dubois
2007 — conf
Problem-Solving Knowledge Mining from Users' Actions in an Intelligent Tutoring System.
Canadian AI
Roger Nkambou, Engelbert Mephu Nguifo, Olivier Couturier, Philippe Fournier-Viger
2006 B conf
From Black-Box Learning Objects to Glass-Box Learning Objects.
Intelligent Tutoring Systems
Philippe Fournier-Viger, Mehdi Najjar, André Mayers, Roger Nkambou
2006 — conf
Recalling Recollections according to Temporal Contexts Applying a Novel Cognitive Knowledge Representation Approach.
IEEE ICCI
Mehdi Najjar, Philippe Fournier-Viger, Jean-François Lebeau, André Mayers
2005 B conf
DOKGETT - An Authoring Tool for Cognitive Model-Based Generation of the Knowledge.
ICALT
Mehdi Najjar, Philippe Fournier-Viger, André Mayers, Jean Halle