| 2022 | IC3K | Automata-based Explainable Representation for a Complex System of Multivariate Times Series. | Ikram Chraibi Kaadoud, Lina Fahed, Tian Tian, Yannis Haralambous, Philippe Lenca |
| 2021 | IJCAI | Explainable AI: a narrative review at the crossroad of Knowledge Discovery, Knowledge Representation and Representation Learning. | Ikram Chraibi Kaadoud, Lina Fahed, Philippe Lenca |
| 2020 | LREC | Using Dependency Syntax-Based Methods for Automatic Detection of Psychiatric Comorbidities. | Yannis Haralambous, Christophe Lemey, Philippe Lenca, Romain Billot, Deok-Hee Kim-Dufor |
| 2016 | CHASE | Toward E-Health Applications for Suicide Prevention. | Sofian Berrouiguet, Romain Billot, Philippe Lenca, Philippe Tanguy, Enrique Baca-Garca, Mathieu Simonnet, Bernard Gourvennec |
| 2015 | DSAA | Constrained independence for detecting interesting patterns. | Thomas Delacroix, Ahcene Boubekki, Philippe Lenca, Stphane Lallich |
| 2015 | EPIA | Periodic Episode Discovery Over Event Streams. | Julie Soulas, Philippe Lenca |
| 2013 | EPIA | Monitoring the Habits of Elderly People through Data Mining from Home Automation Devices Data. | Julie Soulas, Philippe Lenca, Andr Thpaut |
| 2012 | RCIS | Challenges to building a platform for a breast cancer risk score. | Emilien Gauthier, Laurent Brisson, Philippe Lenca, Francoise Clavel-Chapelon, Stephane Ragusa |
| 2011 | DIS | Mining Classification Rules without Support: an Anti-monotone Property of Jaccard Measure. | Yannick Le Bras, Philippe Lenca, Stphane Lallich |
| 2011 | PAKDD | Efficient Mining Top-k Regular-Frequent Itemset Using Compressed Tidsets. | Komate Amphawan, Philippe Lenca, Athasit Surarerks |
| 2010 | RCIS | WIMAX Traffic Forecasting based on Neural Networks in Wavelet Domain. | Ion Railean, Cristina Stolojescu, Sorin Moga, Philippe Lenca |
| 2009 | ICMLA | All-Monotony: A Generalization of the All-Confidence Antimonotony. | Yannick Le Bras, Philippe Lenca, Sorin Moga, Stphane Lallich |
| 2009 | PAKDD | On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity. | Yannick Le Bras, Philippe Lenca, Stphane Lallich |
| 2008 | PAKDD | A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees. | Philippe Lenca, Stphane Lallich, Thanh-Nghi Do, Nguyen-Khang Pham |
| 2006 | MDAI | Aggregation of Valued Relations Applied to Association Rule Interestingness Measures. | Jean-Pierre Barthlemy, Anglique Legrain, Philippe Lenca, Benot Vaillant |
| 2004 | DIS | A Clustering of Interestingness Measures. | Benot Vaillant, Philippe Lenca, Stphane Lallich |
| 1999 | IJCAI | An Anthropocentric Tool for Decision Making Support. | Elisabeth Le Saux, Philippe Lenca, Philippe Picouet, Jean-Pierre Barthlemy |