Jean-François Boulicaut

Publication Activity (10 Years)

Years Active: 1986-2021
Publications (10 Years): 28

Top Venues

EGC

CoRR

DSAA

Knowl. Inf. Syst.

Publications

Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut, Mehdi Kaytoue
Anytime mining of sequential discriminative patterns in labeled sequences. Knowl. Inf. Syst. 63 (2) (2021)
Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut, Mehdi Kaytoue
Anytime Subgroup Discovery in High Dimensional Numerical Data. DSAA (2021)
Alexandre Millot, Rémy Cazabet, Jean-François Boulicaut
Exceptional Model Mining meets Multi-objective Optimization. SDM (2021)
Alexandre Millot, Rémy Cazabet, Jean-François Boulicaut
Optimal Subgroup Discovery in Purely Numerical Data. PAKDD (2) (2020)
Romain Mathonat, Jean-François Boulicaut, Mehdi Kaytoue
A Behavioral Pattern Mining Approach to Model Player Skills in Rocket League. CoG (2020)
Frédéric Flouvat, Nazha Selmaoui-Folcher, Jérémy Sanhes, Chengcheng Mu, Claude Pasquier, Jean-François Boulicaut
Mining evolutions of complex spatial objects using a single-attributed Directed Acyclic Graph. Knowl. Inf. Syst. 62 (10) (2020)
Alexandre Millot, Rémy Cazabet, Jean-François Boulicaut
Découverte d'un sous-groupe optimal dans des données purement numériques. EGC (2020)
Alexandre Millot, Romain Mathonat, Rémy Cazabet, Jean-François Boulicaut
Actionable Subgroup Discovery and Urban Farm Optimization. IDA (2020)
Romain Mathonat, Jean-François Boulicaut, Mehdi Kaytoue
Découverte de sous-groupes à partir de données séquentielles par échantillonnage et optimisation locale. EGC (2019)
Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut, Mehdi Kaytoue
SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled Sequences. DSAA (2019)
Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue
Anytime discovery of a diverse set of patterns with Monte Carlo tree search. Data Min. Knowl. Discov. 32 (3) (2018)
Guillaume Bosc, Philip Tan, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue
A Pattern Mining Approach to Study Strategy Balance in RTS Games. IEEE Trans. Comput. Intell. AI Games 9 (2) (2017)
Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue
Découverte de sous-groupes avec les arbres de recherche de Monte Carlo. EGC (2017)
Víctor Codocedo, Guillaume Bosc, Mehdi Kaytoue, Jean-François Boulicaut, Amedeo Napoli
A Proposition for Sequence Mining Using Pattern Structures. ICFCA (2017)
Guillaume Bosc, Marc Plantevit, Jean-François Boulicaut, Moustafa Bensafi, Mehdi Kaytoue
h(odor): Interactive Discovery of Hypotheses on the Structure-Odor Relationship in Neuroscience. ECML/PKDD (3) (2016)
Olivier Cavadenti, Víctor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue
What Did I Do Wrong in My MOBA Game? Mining Patterns Discriminating Deviant Behaviours. DSAA (2016)
Guillaume Bosc, Chedy Raïssi, Jean-François Boulicaut, Mehdi Kaytoue
Any-time Diverse Subgroup Discovery with Monte Carlo Tree Search. CoRR (2016)
Jean-François Boulicaut, Marc Plantevit, Céline Robardet
Local Pattern Detection in Attributed Graphs. Solving Large Scale Learning Tasks (2016)
Guillaume Bosc, Jérôme Golebiowski, Moustafa Bensafi, Céline Robardet, Marc Plantevit, Jean-François Boulicaut, Mehdi Kaytoue
Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships. DS (2016)
Olivier Cavadenti, Víctor Codocedo, Mehdi Kaytoue, Jean-François Boulicaut
Découverte de motifs intelligibles et caractéristiques d'anomalies dans les traces unitaires. EGC (2016)
Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Céline Robardet, Jean-François Boulicaut
Profiling Users of the Velo'v Bike Sharing System. MUD@ICML (2015)
Olivier Cavadenti, Víctor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue
Identifying Avatar Aliases in Starcraft 2. CoRR (2015)
Günce Keziban Orman, Vincent Labatut, Marc Plantevit, Jean-François Boulicaut
Interpreting communities based on the evolution of a dynamic attributed network. Soc. Netw. Anal. Min. 5 (1) (2015)
Nazha Selmaoui-Folcher, Frédéric Flouvat, Chengcheng Mu, Jérémy Sanhes, Jean-François Boulicaut
Extraction complète efficace de chemins pondérés dans un a-DAG. EGC (2015)
Guillaume Bosc, Mehdi Kaytoue, Marc Plantevit, Fabien De Marchi, Moustafa Bensafi, Jean-François Boulicaut
Vers la découverte de modèles exceptionnels locaux : des règles descriptives liant les molécules à leurs odeurs. EGC (2015)
Günce Keziban Orman, Vincent Labatut, Marc Plantevit, Jean-François Boulicaut
Interpreting communities based on the evolution of a dynamic attributed network. CoRR (2015)
Olivier Cavadenti, Víctor Codocedo, Mehdi Kaytoue, Jean-François Boulicaut
Identifying Avatar Aliases in StarCraft 2. MLSA@PKDD/ECML (2015)
Olivier Cavadenti, Víctor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue
When cyberathletes conceal their game: Clustering confusion matrices to identify avatar aliases. DSAA (2015)
Guillaume Bosc, Mehdi Kaytoue-Uberall, Chedy Raïssi, Jean-François Boulicaut, Philip Tan
Mining Balanced Sequential Patterns in RTS Games. ECAI (2014)
Günce Keziban Orman, Vincent Labatut, Marc Plantevit, Jean-François Boulicaut
A method for characterizing communities in dynamic attributed complex networks. ASONAM (2014)
Frédéric Flouvat, Jérémy Sanhes, Claude Pasquier, Nazha Selmaoui-Folcher, Jean-François Boulicaut
Improving pattern discovery relevancy by deriving constraints from expert models. ECAI (2014)
Elise Desmier, Marc Plantevit, Jean-François Boulicaut
Granularité des motifs de co-variations dans des graphes attribués dynamiques. EGC (2014)
Günce Keziban Orman, Vincent Labatut, Marc Plantevit, Jean-François Boulicaut
A Method for Characterizing Communities in Dynamic Attributed Complex Networks. CoRR (2014)
Günce Keziban Orman, Vincent Labatut, Marc Plantevit, Jean-François Boulicaut
Une méthode pour caractériser les communautés des réseaux dynamiques à attributs. EGC (2014)
Guillaume Bosc, Mehdi Kaytoue-Uberall, Chedy Raïssi, Jean-François Boulicaut
Fouille de motifs séquentiels pour l'élicitation de stratégies à partir de traces d'interactions entre agents en compétition. EGC (2014)
Elise Desmier, Marc Plantevit, Céline Robardet, Jean-François Boulicaut
Granularity of Co-evolution Patterns in Dynamic Attributed Graphs. IDA (2014)
Günce Keziban Orman, Vincent Labatut, Marc Plantevit, Jean-François Boulicaut
Une méthode pour caractériser les communautés des réseaux dynamiques à attributs. CoRR (2013)
Jérémy Sanhes, Frédéric Flouvat, Claude Pasquier, Nazha Selmaoui-Folcher, Jean-François Boulicaut
Weighted Path as a Condensed Pattern in a Single Attributed DAG. IJCAI (2013)
Guillaume Bosc, Mehdi Kaytoue, Chedy Raïssi, Jean-François Boulicaut
Strategic Patterns Discovery in RTS-games for E-Sport with Sequential Pattern Mining. MLSA@PKDD/ECML (2013)
Loïc Cerf, Dominique Gay, Nazha Selmaoui-Folcher, Bruno Crémilleux, Jean-François Boulicaut
Parameter-free classification in multi-class imbalanced data sets. Data Knowl. Eng. 87 (2013)
Jérémy Sanhes, Frédéric Flouvat, Claude Pasquier, Nazha Selmaoui-Folcher, Jean-François Boulicaut
Extraction de motifs condensés dans un unique graphe orienté acyclique attribué. EGC (2013)
Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, Jean-François Boulicaut
Discovering descriptive rules in relational dynamic graphs. Intell. Data Anal. 17 (1) (2013)
Adriana Prado, Marc Plantevit, Céline Robardet, Jean-François Boulicaut
Mining Graph Topological Patterns: Finding Covariations among Vertex Descriptors. IEEE Trans. Knowl. Data Eng. 25 (9) (2013)
Elise Desmier, Marc Plantevit, Céline Robardet, Jean-François Boulicaut
Trend Mining in Dynamic Attributed Graphs. ECML/PKDD (1) (2013)
Loïc Cerf, Jérémy Besson, Kim-Ngan Nguyen, Jean-François Boulicaut
Closed and noise-tolerant patterns in n-ary relations. Data Min. Knowl. Discov. 26 (3) (2013)
Adriana Prado, Marc Plantevit, Céline Robardet, Jean-François Boulicaut
Extraction de co-variations entre des propriétés de sommets et leur position topologique dans un graphe attribué. EGC (2012)
Elise Desmier, Marc Plantevit, Céline Robardet, Jean-François Boulicaut
Cohesive Co-evolution Patterns in Dynamic Attributed Graphs. Discovery Science (2012)
Dominique Gay, Nazha Selmaoui-Folcher, Jean-François Boulicaut
Application-independent feature construction based on almost-closedness properties. Knowl. Inf. Syst. 30 (1) (2012)
Julien Salotti, Marc Plantevit, Céline Robardet, Jean-François Boulicaut
Supporting the Discovery of Relevant Topological Patterns in Attributed Graphs. ICDM Workshops (2012)
Jérémy Sanhes, Frédéric Flouvat, Nazha Selmaoui-Folcher, Jean-François Boulicaut
Extraction d'arbres spatio-temporels d'itemsets pour le suivi environnemental. EGC (2012)
Kim-Ngan Nguyen, Marc Plantevit, Jean-François Boulicaut
Mining Disjunctive Rules in Dynamic Graphs. RIVF (2012)
Pierre-Nicolas Mougel, Marc Plantevit, Christophe Rigotti, Olivier Gandrillon, Jean-François Boulicaut
Extraction sous contraintes d'ensembles de cliques homogènes. EGC (2011)
Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, Jean-François Boulicaut
Multidimensional Association Rules in Boolean Tensors. SDM (2011)
Jérémy Besson, Ieva Mitasiunaite, Audrone Lupeikiene, Jean-François Boulicaut
Comparing Intended and Real Usage in Web Portal: Temporal Logic and Data Mining. BIS (2010)
Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, Jean-François Boulicaut
Discovering Inter-Dimensional Rules in Dynamic Graphs. NyNaK (2010)
Ruggero G. Pensa, Jean-François Boulicaut, Francesca Cordero, Maurizio Atzori
Co-clustering numerical data under user-defined constraints. Stat. Anal. Data Min. 3 (1) (2010)
Loïc Cerf, Pierre-Nicolas Mougel, Jean-François Boulicaut
Agglomerating local patterns hierarchically with ALPHA. CIKM (2009)
Nazha Selmaoui, Dominique Gay, Jean-François Boulicaut
Construction de descripteurs pour classer à partir d'exemples bruités. EGC (2009)
Loïc Cerf, Jérémy Besson, Jean-François Boulicaut
Extraction de motifs fermés dans des relations n-aires bruitées. EGC (2009)
Ieva Mitasiunaite, Christophe Rigotti, Stéphane Schicklin, Laurène Meyniel, Jean-François Boulicaut, Olivier Gandrillon
Extracting Signature Motifs from Promoter Sets of Differentially Expressed Genes. Silico Biol. 9 (1-2) (2009)
Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
Application-Independent Feature Construction from Noisy Samples. PAKDD (2009)
Loïc Cerf, Tran Bao Nhan Nguyen, Jean-François Boulicaut
Discovering Relevant Cross-Graph Cliques in Dynamic Networks. ISMIS (2009)
Loïc Cerf, Jérémy Besson, Céline Robardet, Jean-François Boulicaut
-ary relations. ACM Trans. Knowl. Discov. Data 3 (1) (2009)
Jean-François Boulicaut, Jérémy Besson
Actionability and Formal Concepts: A Data Mining Perspective. ICFCA (2008)
Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
Feature Construction Based on Closedness Properties Is Not That Simple. PAKDD (2008)
Ruggero G. Pensa, Jean-François Boulicaut
Numerical Data Co-clustering via Sum-Squared Residue Minimization and User-defined Constraint Satisfaction. SEBD (2008)
Jean-François Boulicaut
If Constraint-Based Mining is the Answer: What is the Constraint? (Invited Talk). ICDM Workshops (2008)
Ruggero G. Pensa, Jean-François Boulicaut
Constrained Co-clustering of Gene Expression Data. SDM (2008)
Johan Leyritz, Stéphane Schicklin, Sylvain Blachon, Céline Keime, Céline Robardet, Jean-François Boulicaut, Jérémy Besson, Ruggero G. Pensa, Olivier Gandrillon
SQUAT: A web tool to mine human, murine and avian SAGE data. BMC Bioinform. 9 (2008)
Loïc Cerf, Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
A Parameter-Free Associative Classification Method. DaWaK (2008)
Loïc Cerf, Jérémy Besson, Céline Robardet, Jean-François Boulicaut
Data Peeler: Contraint-Based Closed Pattern Mining in n-ary Relations. SDM (2008)
Ruggero G. Pensa, Jean-François Boulicaut
Co-classification sous contraintes par la somme des résidus quadratiques. EGC (2008)
Jérémy Besson, Christophe Rigotti, Ieva Mitasiunaite, Jean-François Boulicaut
Parameter Tuning for Differential Mining of String Patterns. ICDM Workshops (2008)
Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
Pattern-based decision tree construction. ICDIM (2007)
Sylvain Blachon, Ruggero G. Pensa, Jérémy Besson, Céline Robardet, Jean-François Boulicaut, Olivier Gandrillon
Clustering Formal Concepts to Discover Biologically Relevant Knowledge from Gene Expression Data. Silico Biol. 7 (4-5) (2007)
Hunor Albert-Lorincz, Jean-François Boulicaut
Amélioration des indicateurs techniques pour l'analyse du marché financier. EGC (2006)
Jérémy Besson, Céline Robardet, Luc De Raedt, Jean-François Boulicaut
Mining Bi-sets in Numerical Data. KDID (2006)
Clément Fauré, Sylvie Delprat, Jean-François Boulicaut, Alain Mille
Iterative Bayesian Network Implementation by Using Annotated Association Rules. EKAW (2006)
Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
Towards Constrained Co-clustering in Ordered 0/1 Data Sets. ISMIS (2006)
Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
Supporting bi-cluster interpretation in 0/1 data by means of local patterns. Intell. Data Anal. 10 (5) (2006)
Clément Fauré, Sylvie Delprat, Alain Mille, Jean-François Boulicaut
Utilisation des réseaux bayésiens dans le cadre de l'extraction de règles d'association. EGC (2006)
Ieva Mitasiunaite, Jean-François Boulicaut
Introducing Softness into Inductive Queries on String Databases. DB&IS (2006)
Clément Fauré, Sylvie Delprat, Alain Mille, Jean-François Boulicaut
Construction itérative d'un modèle de connaissance par l'exploitation de règles d'association. Actes d'IC (2006)
Nazha Selmaoui, Claire Leschi, Dominique Gay, Jean-François Boulicaut
-Free Sets in 0/1 Samples. Discovery Science (2006)
Jérémy Besson, Céline Robardet, Jean-François Boulicaut
Mining a New Fault-Tolerant Pattern Type as an Alternative to Formal Concept Discovery. ICCS (2006)
Ieva Mitasiunaite, Jean-François Boulicaut
Looking for monotonicity properties of a similarity constraint on sequences. SAC (2006)
Ruggero G. Pensa, Jean-François Boulicaut
Towards Fault-Tolerant Formal Concept Analysis. AI*IA (2005)
Ruggero G. Pensa, Jean-François Boulicaut
From Local Pattern Mining to Relevant Bi-cluster Characterization. IDA (2005)
Jérémy Besson, Céline Robardet, Jean-François Boulicaut, Sophie Rome
Constraint-based concept mining and its application to microarray data analysis. Intell. Data Anal. 9 (1) (2005)
Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
A Bi-clustering Framework for Categorical Data. PKDD (2005)
Jérémy Besson, Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
Constraint-Based Mining of Fault-Tolerant Patterns from Boolean Data. KDID (2005)
Jérémy Besson, Céline Robardet, Jean-François Boulicaut
Approximation de collections de concepts formels par des bi-ensembles denses et pertinents. CAP (2005)
Ruggero G. Pensa, Claire Leschi, Jérémy Besson, Jean-François Boulicaut
Assessment of discretization techniques for relevant pattern discovery from gene expression data. BIOKDD (2004)
Céline Robardet, Ruggero G. Pensa, Jérémy Besson, Jean-François Boulicaut
Using Classification and Visualization on Pattern Databases for Gene Expression Data Analysis. PaRMa (2004)
Ruggero G. Pensa, Jérémy Besson, Céline Robardet, Jean-François Boulicaut
Contribution to Gene Expression Data Analysis by Means of Set Pattern Mining. Constraint-Based Mining and Inductive Databases (2004)
Jean-François Boulicaut, Bruno Crémilleux
Introduction. Ingénierie des Systèmes d Inf. 9 (3-4) (2004)
Jérémy Besson, Céline Robardet, Jean-François Boulicaut
Constraint-Based Mining of Formal Concepts in Transactional Data. PAKDD (2004)
Ruggero G. Pensa, Jean-François Boulicaut
Boolean Property Encoding for Local Set Pattern Discovery: An Application to Gene Expression Data Analysis. Local Pattern Detection (2004)
Jean-François Boulicaut, Katharina Morik, Arno Siebes
04161 Abstracts Collection - Detecting Local Patterns. Detecting Local Patterns (2004)
Ruggero G. Pensa, Jérémy Besson, Jean-François Boulicaut
A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data. Discovery Science (2004)

Jean-François Boulicaut.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jean-François Boulicaut