| 2021 | DSAA | Anytime Subgroup Discovery in High Dimensional Numerical Data. | Romain Mathonat, Diana Nurbakova, Jean-Franois Boulicaut, Mehdi Kaytoue |
| 2021 | SDM | Exceptional Model Mining meets Multi-objective Optimization. | Alexandre Millot, Rmy Cazabet, Jean-Franois Boulicaut |
| 2020 | IDA | Actionable Subgroup Discovery and Urban Farm Optimization. | Alexandre Millot, Romain Mathonat, Rmy Cazabet, Jean-Franois Boulicaut |
| 2020 | PAKDD | Optimal Subgroup Discovery in Purely Numerical Data. | Alexandre Millot, Rmy Cazabet, Jean-Franois Boulicaut |
| 2019 | DSAA | SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled Sequences. | Romain Mathonat, Diana Nurbakova, Jean-Franois Boulicaut, Mehdi Kaytoue |
| 2017 | ICFCA | A Proposition for Sequence Mining Using Pattern Structures. | Vctor Codocedo, Guillaume Bosc, Mehdi Kaytoue, Jean-Franois Boulicaut, Amedeo Napoli |
| 2016 | DIS | Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships. | Guillaume Bosc, Jrme Golebiowski, Moustafa Bensafi, Cline Robardet, Marc Plantevit, Jean-Franois Boulicaut, Mehdi Kaytoue |
| 2016 | DSAA | What Did I Do Wrong in My MOBA Game? Mining Patterns Discriminating Deviant Behaviours. | Olivier Cavadenti, Vctor Codocedo, Jean-Franois Boulicaut, Mehdi Kaytoue |
| 2015 | DSAA | When cyberathletes conceal their game: Clustering confusion matrices to identify avatar aliases. | Olivier Cavadenti, Vctor Codocedo, Jean-Franois Boulicaut, Mehdi Kaytoue |
| 2015 | ICML | Profiling Users of the Velo'v Bike Sharing System. | Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Cline Robardet, Jean-Franois Boulicaut |
| 2014 | ECAI | Mining Balanced Sequential Patterns in RTS Games. | Guillaume Bosc, Mehdi Kaytoue-Uberall, Chedy Rassi, Jean-Franois Boulicaut, Philip Tan |
| 2014 | ECAI | Improving pattern discovery relevancy by deriving constraints from expert models. | Frdric Flouvat, Jrmy Sanhes, Claude Pasquier, Nazha Selmaoui-Folcher, Jean-Franois Boulicaut |
| 2014 | IDA | Granularity of Co-evolution Patterns in Dynamic Attributed Graphs. | Elise Desmier, Marc Plantevit, Cline Robardet, Jean-Franois Boulicaut |
| 2013 | IJCAI | Weighted Path as a Condensed Pattern in a Single Attributed DAG. | Jrmy Sanhes, Frdric Flouvat, Claude Pasquier, Nazha Selmaoui-Folcher, Jean-Franois Boulicaut |
| 2012 | DIS | Cohesive Co-evolution Patterns in Dynamic Attributed Graphs. | Elise Desmier, Marc Plantevit, Cline Robardet, Jean-Franois Boulicaut |
| 2012 | ICDM | Supporting the Discovery of Relevant Topological Patterns in Attributed Graphs. | Julien Salotti, Marc Plantevit, Cline Robardet, Jean-Franois Boulicaut |
| 2011 | SDM | Multidimensional Association Rules in Boolean Tensors. | Kim-Ngan Nguyen, Loc Cerf, Marc Plantevit, Jean-Franois Boulicaut |
| 2009 | CIKM | Agglomerating local patterns hierarchically with ALPHA. | Loc Cerf, Pierre-Nicolas Mougel, Jean-Franois Boulicaut |
| 2009 | ISMIS | Discovering Relevant Cross-Graph Cliques in Dynamic Networks. | Loc Cerf, Tran Bao Nhan Nguyen, Jean-Franois Boulicaut |
| 2009 | PAKDD | Application-Independent Feature Construction from Noisy Samples. | Dominique Gay, Nazha Selmaoui, Jean-Franois Boulicaut |
| 2008 | DaWaK | A Parameter-Free Associative Classification Method. | Loc Cerf, Dominique Gay, Nazha Selmaoui, Jean-Franois Boulicaut |
| 2008 | ICDM | Parameter Tuning for Differential Mining of String Patterns. | Jrmy Besson, Christophe Rigotti, Ieva Mitasiunaite, Jean-Franois Boulicaut |
| 2008 | ICDM | If Constraint-Based Mining is the Answer: What is the Constraint? (Invited Talk). | Jean-Franois Boulicaut |
| 2008 | ICFCA | Actionability and Formal Concepts: A Data Mining Perspective. | Jean-Franois Boulicaut, Jrmy Besson |
| 2008 | PAKDD | Feature Construction Based on Closedness Properties Is Not That Simple. | Dominique Gay, Nazha Selmaoui, Jean-Franois Boulicaut |
| 2008 | SDM | Data Peeler: Contraint-Based Closed Pattern Mining in n-ary Relations. | Loc Cerf, Jrmy Besson, Cline Robardet, Jean-Franois Boulicaut |
| 2008 | SDM | Constrained Co-clustering of Gene Expression Data. | Ruggero G. Pensa, Jean-Franois Boulicaut |
| 2006 | DIS | Feature Construction and | Nazha Selmaoui, Claire Leschi, Dominique Gay, Jean-Franois Boulicaut |
| 2006 | EKAW | Iterative Bayesian Network Implementation by Using Annotated Association Rules. | Clment Faur, Sylvie Delprat, Jean-Franois Boulicaut, Alain Mille |
| 2006 | ICCS | Mining a New Fault-Tolerant Pattern Type as an Alternative to Formal Concept Discovery. | Jrmy Besson, Cline Robardet, Jean-Franois Boulicaut |
| 2006 | ISMIS | Towards Constrained Co-clustering in Ordered 0/1 Data Sets. | Ruggero G. Pensa, Cline Robardet, Jean-Franois Boulicaut |
| 2006 | SAC | Looking for monotonicity properties of a similarity constraint on sequences. | Ieva Mitasiunaite, Jean-Franois Boulicaut |
| 2005 | IDA | From Local Pattern Mining to Relevant Bi-cluster Characterization. | Ruggero G. Pensa, Jean-Franois Boulicaut |
| 2004 | DIS | A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data. | Ruggero G. Pensa, Jrmy Besson, Jean-Franois Boulicaut |
| 2004 | KDD | Assessment of discretization techniques for relevant pattern discovery from gene expression data. | Ruggero G. Pensa, Claire Leschi, Jrmy Besson, Jean-Franois Boulicaut |
| 2004 | PAKDD | Constraint-Based Mining of Formal Concepts in Transactional Data. | Jrmy Besson, Cline Robardet, Jean-Franois Boulicaut |
| 2004 | SAC | Optimizing subset queries: a step towards SQL-based inductive databases for itemsets. | Cyrille Masson, Cline Robardet, Jean-Franois Boulicaut |
| 2003 | DaWaK | Comprehensive Log Compression with Frequent Patterns. | Kimmo Htnen, Jean-Franois Boulicaut, Mika Klemettinen, Markus Miettinen, Cyrille Masson |
| 2003 | SDM | Mining Frequent Sequential Patterns under Regular Expressions: A Highly Adaptive Strategy for Pushing Contraints. | Hunor Albert-Lorincz, Jean-Franois Boulicaut |
| 2002 | DaWaK | A Comparison between Query Languages for the Extraction of Association Rules. | Marco Botta, Jean-Franois Boulicaut, Cyrille Masson, Rosa Meo |
| 2002 | IDEAL | Mining Frequent Sequential Patterns under a Similarity Constraint. | Matthieu Capelle, Cyrille Masson, Jean-Franois Boulicaut |
| 2001 | IDEAS | Mining Free Itemsets under Constraints. | Jean-Franois Boulicaut, Baptiste Jeudy |
| 2000 | ADBIS | Association Rule Discovery in Highly-Correlated Data: a Case Study in Web Usage Mining. | Jean-Franois Boulicaut, Artur Bykowski, L. Gomez-Chantada |
| 2000 | FQAS | Towards the Tractable Discovery of Association Rules with Negations. | Jean-Franois Boulicaut, Artur Bykowski, Baptiste Jeudy |
| 2000 | PAKDD | Frequent Closures as a Concise Representation for Binary Data Mining. | Jean-Franois Boulicaut, Artur Bykowski |
| 1999 | DaWaK | Modeling KDD Processes within the Inductive Database Framework. | Jean-Franois Boulicaut, Mika Klemettinen, Heikki Mannila |
| 1999 | DOLAP | Query Driven Knowledge Discovery in Multidimensional Data. | Jean-Franois Boulicaut, Patrick Marcel, Christophe Rigotti |
| 1996 | ICDE | Towards the Reverse Engineering of Denormalized Relational Databases. | Jean-Marc Petit, Farouk Toumani, Jean-Franois Boulicaut, Jacques Kouloumdjian |
| 1994 | ER | Using Queries to Improve Database Reverse Engineering. | Jean-Marc Petit, Jacques Kouloumdjian, Jean-Franois Boulicaut, Farouk Toumani |
| 1994 | ICLP | F-Logic Programming and Terminological Constraints. | Christophe Rigotti, Mohand-Said Hacid, Jean-Franois Boulicaut |
| 1990 | CC | STARLET: An Affix-Based Compiler Compiler Designed as a Logic Programming System. | Jean Beney, Jean-Franois Boulicaut |