P. Lenca

Cécile Bothorel, Philippe Lenca, Vinh-Loc Dao, 2017, 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Community Structures Evaluation in Complex Networks: A Descriptive Approach

Cécile Bothorel, Philippe Lenca, Vinh Loc Dao, 2017 .

Mining Top-K Periodic-Frequent Pattern from Transactional Databases without Support Threshold

Philippe Lenca, Komate Amphawan, Athasit Surarerks, 2009, IAIT.

Constrained independence for detecting interesting patterns

Philippe Lenca, Stéphane Lallich, Thomas Delacroix, 2015, 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

A Robustness Measure of Association Rules

Patrick Meyer, Philippe Lenca, Stéphane Lallich, 2010, ECML/PKDD.

Machine Learning and Natural Language Processing in Mental Health: Systematic Review

P. Lenca, J. Devylder, S. Berrouiguet, 2021, Journal of medical Internet research.

Enzyme classification using reactive motifs

Thanapat Kangkachit, Kitsana Waiyamai, Philippe Lenca, 2014, Int. J. Funct. Informatics Pers. Medicine.

On selecting interestingness measures for association rules: User oriented description and multiple criteria decision aid

Patrick Meyer, Philippe Lenca, Stéphane Lallich, 2008, Eur. J. Oper. Res..

Applications of Artificial Intelligence and Cognitive Science Techniques in Banking

Philippe Lenca, P. Lenca, 1996 .

Some considerations of cognitive modeling for collective decision support

Philippe Lenca, Gilles Coppin, Frédéric Cadier, 2007, 2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07).

Review of Anomaly Detection Systems in Industrial Control Systems Using Deep Feature Learning Approach

Yvon Kermarrec, Philippe Lenca, Olivier Asseu, 2021, Engineering.

Explainable AI: a narrative review at the crossroad of Knowledge Discovery, Knowledge Representation and Representation Learning

Ikram Chraibi Kaadoud, P. Lenca, Lina Fahed, 2021, MRC@IJCAI.

Development of a Web-Based Clinical Decision Support System for Drug Prescription: Non-Interventional Naturalistic Description of the Antipsychotic Prescription Patterns in 4345 Outpatients and Future Applications

Philippe Lenca, Sofian Berrouiguet, Philippe Courtet, 2016, PloS one.

Closeness Preference - A new interestingness measure for sequential rules mining

Sorin Moga, Monica Borda, Philippe Lenca, 2013, Knowl. Based Syst..

OPTIMONOTONE MEASURES FOR OPTIMAL RULE DISCOVERY

Philippe Lenca, Stéphane Lallich, Yannick Le Bras, 2012, Comput. Intell..

Guest editor’s introduction: special issue on discovery science 2012

P. Lenca, Jean-Marc Petit, 2015, Journal of Intelligent Information Systems.

Association Rule Interestingness Measures: Experimental and Theoretical Studies

Patrick Meyer, Philippe Lenca, Stéphane Lallich, 2007, Quality Measures in Data Mining.

Aggregation of Valued Relations Applied to Association Rule Interestingness Measures

Philippe Lenca, Benoît Vaillant, Jean-Pierre Barthélemy, 2006, MDAI.

Modeling of the counter-examples and association rules interestingness measures behavior

Philippe Lenca, Stéphane Lallich, Benoît Vaillant, 2006, DMIN.

A Clustering of Interestingness Measures

Philippe Lenca, Stéphane Lallich, Benoît Vaillant, 2004, Discovery Science.

What to expect from a set of itemsets?

P. Lenca, S. Lallich, T. Delacroix, 2022, Inf. Sci..

Ecological Assessment of Clinicians’ Antipsychotic Prescription Habits in Psychiatric Inpatients: A Novel Web- and Mobile Phone–Based Prototype for a Dynamic Clinical Decision Support System

Philippe Lenca, David Delgado-Gomez, Sofian Berrouiguet, 2017, Journal of medical Internet research.

Mining top-k regular-frequent itemsets using database partitioning and support estimation

Philippe Lenca, Komate Amphawan, Athasit Surarerks, 2012, Expert Syst. Appl..

A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees

Thanh-Nghi Do, Nguyen-Khang Pham, Philippe Lenca, 2008, PAKDD.

A wavelet based prediction method for time series

Sorin Moga, Alexandru Isar, Philippe Lenca, 2010 .

Periodic Episode Discovery Over Event Streams

Philippe Lenca, Julie Soulas, P. Lenca, 2015, EPIA.

Mining top-k Regular Episodes from Sensor Streams

Philippe Lenca, Komate Amphawan, Julie Soulas, 2015 .

Classifying many-class high-dimensional fingerprint datasets using random forest of oblique decision trees

Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich, 2015, Vietnam Journal of Computer Science.

Classifying Very-High-Dimensional Data with Random Forests of Oblique Decision Trees

Thanh-Nghi Do, Nguyen-Khang Pham, Philippe Lenca, 2009, EGC.

All-Monotony: A Generalization of the All-Confidence Antimonotony

Sorin Moga, Philippe Lenca, Stéphane Lallich, 2009, 2009 International Conference on Machine Learning and Applications.

Mesure formelle de la robustesse des règles d'association

Patrick Meyer, Philippe Lenca, Stéphane Lallich, 2012, Mesurer et évaluer la Qualité des Données et des Connaissances.

Mining Interesting Rules Without Support Requirement: A General Universal Existential Upward Closure Property

Philippe Lenca, Stéphane Lallich, Yannick Le Bras, 2010, Data Mining.

Activity Monitoring Process based on Model-Driven Engineering – Application to Ambient Assisted Living

Philippe Lenca, Jacques Simonin, Julie Soulas, 2015, J. Intell. Syst..

Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection pdf

Philippe Lenca, Yannis Haralambous, Yassir Elidrissi, 2014, ArXiv.

Mining top-k frequent-regular closed patterns

Philippe Lenca, Komate Amphawan, P. Lenca, 2015, Expert Syst. Appl..

Text Classification Using Association Rules, Dependency Pruning and Hyperonymization pdf

Philippe Lenca, Yannis Haralambous, P. Lenca, 2014, DMNLP@PKDD/ECML.

Discovery Science

Jean-Marc Petit, Jean-Gabriel Ganascia, Philippe Lenca, 2012, Lecture Notes in Computer Science.

Machine Learning and Natural Language Processing in Mental Health: Systematic Review

P. Lenca, J. Devylder, S. Berrouiguet, 2019, Journal of medical Internet research.

Using Local Node Information in Decision Trees: Coupling a Local Labeling Rule with an Off-centered Entropy

Thanh-Nghi Do, Nguyen-Khang Pham, Philippe Lenca, 2008, DMIN.

Temporalizing static graph autoencoders to handle temporal networks

Cécile Bothorel, Philippe Lenca, Mounir Haddad, 2021, ASONAM.

A Nearest Neighbor Approach to Build a Readable Risk Score for Breast Cancer

Laurent Brisson, Philippe Lenca, Stéphane Ragusa, 2015 .

Ecological Assessment of Clinicians' Antipsychotic Prescription Habits in Psychiatric Inpatients: A Novel Web- and Mobile Phone-Based Prototype for a Dynamic Clinical Decision Support System.

E. Baca-García, P. Courtet, D. Delgado-Gómez, 2017, Journal of medical Internet research.

Towards a DRS Parsing Framework for French

Yannis Haralambous, Philippe Lenca, Luyên Ngoc Lê, 2019, 2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS).

Introduction to Big Data and Its Applications in Insurance

Cécile Bothorel, Philippe Lenca, Romain Billot, 2018 .

Breast cancer risk score: a data mining approach to improve readability

Laurent Brisson, Philippe Lenca, Emilien Gauthier, 2011, IEEE ICDM 2011.

Challenges to building a platform for a breast cancer risk score

Laurent Brisson, Philippe Lenca, Emilien Gauthier, 2012, 2012 Sixth International Conference on Research Challenges in Information Science (RCIS).

Community structure: A comparative evaluation of community detection methods

P. Lenca, Cécile Bothorel, Vinh-Loc Dao, 2018, Network Science.

Proceedings of the 2010 International Conference on Data Mining

Nikolaos Kourentzes, Sven F. Crone, Hamid R. Arabnia, 2010 .

Dynamic adaptation of rules bases under cognitive constraints

Philippe Lenca, Philippe Picouet, Elisabeth Le Saux, 2002, Eur. J. Oper. Res..