Jean-François Boulicaut

According to our database1, Jean-François Boulicaut authored at least 143 papers between 1986 and 2020.

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Bibliography

2020
Mining evolutions of complex spatial objects using a single-attributed Directed Acyclic Graph.
Knowl. Inf. Syst., 2020

Optimal Subgroup Discovery in Purely Numerical Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Actionable Subgroup Discovery and Urban Farm Optimization.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Découverte d'un sous-groupe optimal dans des données purement numériques.
Proceedings of the Extraction et Gestion des Connaissances, 2020

A Behavioral Pattern Mining Approach to Model Player Skills in Rocket League.
Proceedings of the IEEE Conference on Games, 2020

2019
Découverte de sous-groupes à partir de données séquentielles par échantillonnage et optimisation locale.
Proceedings of the Extraction et Gestion des connaissances, 2019

SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled Sequences.
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

2018
Anytime discovery of a diverse set of patterns with Monte Carlo tree search.
Data Min. Knowl. Discov., 2018

2017
A Pattern Mining Approach to Study Strategy Balance in RTS Games.
IEEE Trans. Comput. Intell. AI Games, 2017

A Proposition for Sequence Mining Using Pattern Structures.
Proceedings of the Formal Concept Analysis - 14th International Conference, 2017

Découverte de sous-groupes avec les arbres de recherche de Monte Carlo.
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

2016
Any-time Diverse Subgroup Discovery with Monte Carlo Tree Search.
CoRR, 2016

h(odor): Interactive Discovery of Hypotheses on the Structure-Odor Relationship in Neuroscience.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Découverte de motifs intelligibles et caractéristiques d'anomalies dans les traces unitaires.
Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

What Did I Do Wrong in My MOBA Game? Mining Patterns Discriminating Deviant Behaviours.
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships.
Proceedings of the Discovery Science - 19th International Conference, 2016

Local Pattern Detection in Attributed Graphs.
Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016

2015
Interpreting communities based on the evolution of a dynamic attributed network.
Soc. Netw. Anal. Min., 2015

Identifying Avatar Aliases in StarCraft 2.
Proceedings of the 2nd Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2015 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), 2015

Profiling Users of the Velo'v Bike Sharing System.
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), 2015

Extraction complète efficace de chemins pondérés dans un a-DAG.
Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

Vers la découverte de modèles exceptionnels locaux : des règles descriptives liant les molécules à leurs odeurs.
Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

When cyberathletes conceal their game: Clustering confusion matrices to identify avatar aliases.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014
Granularity of Co-evolution Patterns in Dynamic Attributed Graphs.
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

Une méthode pour caractériser les communautés des réseaux dynamiques à attributs.
Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Granularité des motifs de co-variations dans des graphes attribués dynamiques.
Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Fouille de motifs séquentiels pour l'élicitation de stratégies à partir de traces d'interactions entre agents en compétition.
Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Improving pattern discovery relevancy by deriving constraints from expert models.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Mining Balanced Sequential Patterns in RTS Games.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

A method for characterizing communities in dynamic attributed complex networks.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Mining Graph Topological Patterns: Finding Covariations among Vertex Descriptors.
IEEE Trans. Knowl. Data Eng., 2013

Discovering descriptive rules in relational dynamic graphs.
Intell. Data Anal., 2013

Parameter-free classification in multi-class imbalanced data sets.
Data Knowl. Eng., 2013

Closed and noise-tolerant patterns in n-ary relations.
Data Min. Knowl. Discov., 2013

Trend Mining in Dynamic Attributed Graphs.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Strategic Patterns Discovery in RTS-games for E-Sport with Sequential Pattern Mining.
Proceedings of the 2nd Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2013 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2013), 2013

Weighted Path as a Condensed Pattern in a Single Attributed DAG.
Proceedings of the IJCAI 2013, 2013

Extraction de motifs condensés dans un unique graphe orienté acyclique attribué.
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

2012
Application-independent feature construction based on almost-closedness properties.
Knowl. Inf. Syst., 2012

Mining Disjunctive Rules in Dynamic Graphs.
Proceedings of the 2012 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), Ho Chi Minh City, Vietnam, February 27, 2012

Supporting the Discovery of Relevant Topological Patterns in Attributed Graphs.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Extraction d'arbres spatio-temporels d'itemsets pour le suivi environnemental.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

Extraction de co-variations entre des propriétés de sommets et leur position topologique dans un graphe attribué.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

Cohesive Co-evolution Patterns in Dynamic Attributed Graphs.
Proceedings of the Discovery Science - 15th International Conference, 2012

2011
Multidimensional Association Rules in Boolean Tensors.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Extraction sous contraintes d'ensembles de cliques homogènes.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2010
Data Mining Query Languages.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Constraint-based Data Mining.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Co-clustering numerical data under user-defined constraints.
Stat. Anal. Data Min., 2010

Discovering Inter-Dimensional Rules in Dynamic Graphs.
Proceedings of the 1st Workshop on Dynamic Networks and Knowledge Discovery, 2010

Comparing Intended and Real Usage in Web Portal: Temporal Logic and Data Mining.
Proceedings of the Business Information Systems, 13th International Conference, 2010

Using a Solver Over the String Pattern Domain to Analyze Gene Promoter Sequences.
Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

Mining Constrained Cross-Graph Cliques in Dynamic Networks.
Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

Generalizing Itemset Mining in a Constraint Programming Setting.
Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2009
Closed patterns meet <i>n</i>-ary relations.
ACM Trans. Knowl. Discov. Data, 2009

Extracting Signature Motifs from Promoter Sets of Differentially Expressed Genes.
Silico Biol., 2009

Application-Independent Feature Construction from Noisy Samples.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Discovering Relevant Cross-Graph Cliques in Dynamic Networks.
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Construction de descripteurs pour classer à partir d'exemples bruités.
Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

Extraction de motifs fermés dans des relations n-aires bruitées.
Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

Agglomerating local patterns hierarchically with ALPHA.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
SQUAT: A web tool to mine human, murine and avian SAGE data.
BMC Bioinform., 2008

Numerical Data Co-clustering via Sum-Squared Residue Minimization and User-defined Constraint Satisfaction.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Constrained Co-clustering of Gene Expression Data.
Proceedings of the SIAM International Conference on Data Mining, 2008

Data Peeler: Contraint-Based Closed Pattern Mining in n-ary Relations.
Proceedings of the SIAM International Conference on Data Mining, 2008

Feature Construction Based on Closedness Properties Is Not That Simple.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Actionability and Formal Concepts: A Data Mining Perspective.
Proceedings of the Formal Concept Analysis, 6th International Conference, 2008

If Constraint-Based Mining is the Answer: What is the Constraint? (Invited Talk).
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Parameter Tuning for Differential Mining of String Patterns.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Co-classification sous contraintes par la somme des résidus quadratiques.
Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

A Parameter-Free Associative Classification Method.
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008

2007
Clustering Formal Concepts to Discover Biologically Relevant Knowledge from Gene Expression Data.
Silico Biol., 2007

Pattern-based decision tree construction.
Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007

2006
Supporting bi-cluster interpretation in 0/1 data by means of local patterns.
Intell. Data Anal., 2006

Looking for monotonicity properties of a similarity constraint on sequences.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Mining Bi-sets in Numerical Data.
Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

Towards Constrained Co-clustering in Ordered 0/1 Data Sets.
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Mining a New Fault-Tolerant Pattern Type as an Alternative to Formal Concept Discovery.
Proceedings of the Conceptual Structures: Inspiration and Application, 2006

Construction itérative d'un modèle de connaissance par l'exploitation de règles d'association.
Proceedings of the IC 2006: Ingénierie des connaissances 2006 (Proceedings of the 17th French Knowledge Engineering Conference), 2006

Utilisation des réseaux bayésiens dans le cadre de l'extraction de règles d'association.
Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

Amélioration des indicateurs techniques pour l'analyse du marché financier.
Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

Iterative Bayesian Network Implementation by Using Annotated Association Rules.
Proceedings of the Managing Knowledge in a World of Networks, 2006

Feature Construction and <i>delta</i>-Free Sets in 0/1 Samples.
Proceedings of the Discovery Science, 9th International Conference, 2006

Introducing Softness into Inductive Queries on String Databases.
Proceedings of the Databases and Information Systems IV, 2006

2005
Constraint-based concept mining and its application to microarray data analysis.
Intell. Data Anal., 2005

A Bi-clustering Framework for Categorical Data.
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Constraint-Based Mining of Fault-Tolerant Patterns from Boolean Data.
Proceedings of the Knowledge Discovery in Inductive Databases, 4th International Workshop, 2005

From Local Pattern Mining to Relevant Bi-cluster Characterization.
Proceedings of the Advances in Intelligent Data Analysis VI, 2005

Approximation de collections de concepts formels par des bi-ensembles denses et pertinents.
Proceedings of the Actes de CAP 05, Conférence francophone sur l'apprentissage automatique, 2005

Towards Fault-Tolerant Formal Concept Analysis.
Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

Data Mining Query Languages.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

Constraint-Based Data Mining.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004
Introduction.
Ingénierie des Systèmes d Inf., 2004

Optimizing subset queries: a step towards SQL-based inductive databases for itemsets.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Using Classification and Visualization on Pattern Databases for Gene Expression Data Analysis.
Proceedings of the Intl. Workshop on Pattern Representation and Management, 2004

Constraint-Based Mining of Formal Concepts in Transactional Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Mining Formal Concepts with a Bounded Number of Exceptions from Transactional Data.
Proceedings of the KDID 2004, 2004

Assessment of discretization techniques for relevant pattern discovery from gene expression data.
Proceedings of the 4th ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2004), 2004

A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data.
Proceedings of the Discovery Science, 7th International Conference, 2004

Boolean Property Encoding for Local Set Pattern Discovery: An Application to Gene Expression Data Analysis.
Proceedings of the Local Pattern Detection, 2004

04161 Abstracts Collection - Detecting Local Patterns.
Proceedings of the Detecting Local Patterns, 12.04. - 16.04.2004, 2004

Contribution to Gene Expression Data Analysis by Means of Set Pattern Mining.
Proceedings of the Constraint-Based Mining and Inductive Databases, 2004

Inductive Databases and Multiple Uses of Frequent Itemsets: The cInQ Approach.
Proceedings of the Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries, 2004

A Survey on Condensed Representations for Frequent Sets.
Proceedings of the Constraint-Based Mining and Inductive Databases, 2004

Query Languages Supporting Descriptive Rule Mining: A Comparative Study.
Proceedings of the Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries, 2004

2003
Free-Sets: A Condensed Representation of Boolean Data for the Approximation of Frequency Queries.
Data Min. Knowl. Discov., 2003

Mining Frequent Sequential Patterns under Regular Expressions: A Highly Adaptive Strategy for Pushing Contraints.
Proceedings of the Third SIAM International Conference on Data Mining, 2003

Constraint-Based Mining of Sequential Patterns over Datasets with Consecutive Repetitions.
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

GO-SPADE: Mining Sequential Patterns over Datasets with Consecutive Repetitions.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003

Mining Concepts from Large SAGE Gene Expression Matrices.
Proceedings of the Second International Workshop on Inductive Databases, 2003

A Framework for Frequent Sequence Mining under Generalized Regular Expression Constraints.
Proceedings of the Second International Workshop on Inductive Databases, 2003

Using transposition for pattern discovery from microarray data.
Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery, 2003

Comprehensive Log Compression with Frequent Patterns.
Proceedings of the Data Warehousing and Knowledge Discovery, 5th International Conference, 2003

2002
Optimization of association rule mining queries.
Intell. Data Anal., 2002

Using Condensed Representations for Interactive Association Rule Mining.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Mining Frequent Sequential Patterns under a Similarity Constraint.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

Signatures de situations boursières représentées par des séquences d'événements.
Proceedings of the Extraction et gestion des connaissances (EGC'2002), 2002

Extraction de motifs séquentiels sous contraintes de similarité.
Proceedings of the Extraction et gestion des connaissances (EGC'2002), 2002

Constraint-Based Discovery and Inductive Queries: Application to Association Rule Mining.
Proceedings of the Pattern Detection and Discovery, 2002

A Comparison between Query Languages for the Extraction of Association Rules.
Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002

2001
Mining Free Itemsets under Constraints.
Proceedings of the International Database Engineering & Applications Symposium, 2001

Query-Driven Knowledge Discovery via OLAP manipulations.
Proceedings of the 17èmes Journées Bases de Données Avancées, 2001

2000
A KDD framework to support database audit.
Inf. Technol. Manag., 2000

Approximation of Frequency Queris by Means of Free-Sets.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Frequent Closures as a Concise Representation for Binary Data Mining.
Proceedings of the Knowledge Discovery and Data Mining, 2000

Towards the Tractable Discovery of Association Rules with Negations.
Proceedings of the Flexible Query Answering Systems, 2000

Using Constraints during Frequent Set Mining: a Generic Approach.
Proceedings of the 16èmes Journées Bases de Données Avancées, 2000

Association Rule Discovery in Highly-Correlated Data: a Case Study in Web Usage Mining.
Proceedings of Chalenges, 2000

1999
Query Languages for Knowledge Discovery in Databases.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Query Driven Knowledge Discovery in Multidimensional Data.
Proceedings of the DOLAP '99, 1999

Modeling KDD Processes within the Inductive Database Framework.
Proceedings of the Data Warehousing and Knowledge Discovery, 1999

1998
Querying Inductive Databases: A Case Study on the MINE RULE Operator.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998

Spreadsheet Generation from Rule-Based Specifications.
Proceedings of the 6th International Workshop on Deductive Databases and Logic Programming (DDLP'98). In Conjunction with JICSLP'98, 1998

1996
Abduction et déduction de structures d'objets: une intégration multiparadigmes.
Proceedings of the JFPLC'96, 1996

Towards the Reverse Engineering of Denormalized Relational Databases.
Proceedings of the Twelfth International Conference on Data Engineering, February 26, 1996

1994
Vers une typologie des sémantiques opérationnelles pour les extensions de Prolog vers les objets.
Proceedings of the JFPLC'94, 1994

F-Logic Programming and Terminological Constraints.
Proceedings of the Integration of Declarative Paradigms, 1994

Using Queries to Improve Database Reverse Engineering.
Proceedings of the Entity-Relationship Approach, 1994

Une approche multi-paradigmes our le test d'applications BDOO.
Proceedings of the Dixièmes Journées Bases de Données Avancées, 30 Août, 1994

1992
Checking and Debugging of Two-level Grammars.
Proceedings of the Programming Language Implementation and Logic Programming, 1992

1990
AFFLOG: une implantation de grammaires à deux niveaux pour l'étude de la Programmation Grammaticale Logique.
Proceedings of the SPLT'90, 1990

STARLET: An Affix-Based Compiler Compiler Designed as a Logic Programming System.
Proceedings of the Compiler Compilers, 1990

1986
STARLET: un langage pour une programmation logique fiable.
Proceedings of the SPLT'86, 1986


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