Induction automatique : aspects théoriques, le système ARBRE, applications en médecine. (Automatic induction : theoretical aspects, the system ARBRE, medical applications). - Bruno Crémilleux (1991)

MENINGE: A medical consulting system for child's meningitis. Study on a series of consecutive cases. - Patrice François; Bruno Crémilleux; Claudine Robert; Jacques Demongeot (Artif. Intell. Medicine, 1992)

Toward an Efficient Cross-Fertilization of Multiple Information Sources. - Maurice Szmurlo; Bruno Crémilleux; Mauro Gaio; Jacques Madelaine (KRDB, 1996)

A Theoretical Framework for Decision Trees in Uncertain Domains: Application to Medical Data Sets. - Bruno Crémilleux; Claudine Robert (AIME, 1997)

Treatment of Missing Values for Association Rules. - Arnaud Ragel; Bruno Crémilleux (PAKDD, 1998)

MVC - a preprocessing method to deal with missing values. - Arnaud Ragel; Bruno Crémilleux (Knowl. Based Syst., 1999)

Discovering Associations in Clinical Data: Application to Search for Prognostic Factors in Hodgkin's Disease. - Nicolas Durand 001; Bruno Crémilleux; M. Henry-Amar (AIME, 2001)

Prédiction de la biodégradabilité des composés chimiques : un apport des méthodes d'arbre de décision. - Bertrand Cuissart; Bruno Crémilleux; Jean-Jacques Hébrard; Frédérique Touffet (EGC, 2001)

The Maximum Common Substructure as a Molecular Depiction in a Supervised Classification Context: Experiments in Quantitative Structure/Biodegradability Relationships. - Bertrand Cuissart; Frédérique Touffet; Bruno Crémilleux; Ronan Bureau; Sylvain Rault (J. Chem. Inf. Comput. Sci., 2002)

A quality index for decision tree pruning. - Dominique Fournier; Bruno Crémilleux (Knowl. Based Syst., 2002)

Using transposition for pattern discovery from microarray data. - François Rioult; Jean-François Boulicaut; Bruno Crémilleux; Jérémy Besson (DMKD, 2003)

Extraction d'associations entre marqueurs linguistiques pour la caractérisation de fautes d'Anglais. - Leny Turmel; Bruno Crémilleux; Nadine Lucas (EGC, 2003)

Condensed Representations in Presence of Missing Values. - François Rioult; Bruno Crémilleux (IDA, 2003)

Mining Concepts from Large SAGE Gene Expression Matrices. - François Rioult; Céline Robardet; Sylvain Blachon; Bruno Crémilleux; Olivier Gandrillon; Jean-François Boulicaut (KDID, 2003)

Recommendation System Based on the Discovery of Meaningful Categorical Clusters. - Nicolas Durand 001; Luigi Lancieri; Bruno Crémilleux (KES, 2003)

Représentation condensée de motifs émergents. - Arnaud Soulet; Bruno Crémilleux; François Rioult (EGC, 2004)

Représentation condensée en présence de valeurs manquantes. - François Rioult; Bruno Crémilleux (INFORSID, 2004)

Condensed Representation of EPs and Patterns Quantified by Frequency-Based Measures. - Arnaud Soulet; Bruno Crémilleux; François Rioult (KDID, 2004)

Condensed Representation of Emerging Patterns. - Arnaud Soulet; Bruno Crémilleux; François Rioult (PAKDD, 2004)

Fouille de textes hiérarchisée appliquée à la détection de fautes. - Nadine Lucas; Bruno Crémilleux (Document Numérique, 2004)

Introduction. - Jean-François Boulicaut; Bruno Crémilleux (Ingénierie des Systèmes d Inf., 2004)

Mining Frequent delta-Free Patterns in Large Databases. - Céline Hébert; Bruno Crémilleux (Discovery Science, 2005)

Optimizing Constraint-Based Mining by Automatically Relaxing Constraints. - Arnaud Soulet; Bruno Crémilleux (ICDM, 2005)

Exploiting Virtual Patterns for Automatically Pruning the Search Space. - Arnaud Soulet; Bruno Crémilleux (KDID, 2005)

An Efficient Framework for Mining Flexible Constraints. - Arnaud Soulet; Bruno Crémilleux (PAKDD, 2005)

Mining Plausible Patterns from Genomic Data. - Jirí Kléma; Arnaud Soulet; Bruno Crémilleux; Sylvain Blachon; Olivier Gandrillon (CBMS, 2006)

Optimized Rule Mining Through a Unified Framework for Interestingness Measures. - Céline Hébert; Bruno Crémilleux (DaWaK, 2006)

Combining linguistic and structural descriptors for mining biomedical literature. - Nadia Zerida; Nadine Lucas; Bruno Crémilleux (ACM Symposium on Document Engineering, 2006)

Visualizing Transactional Data with Multiple Clusterings for Knowledge Discovery. - Nicolas Durand 001; Bruno Crémilleux; Einoshin Suzuki (ISMIS, 2006)

Mining Correct Properties in Incomplete Databases. - François Rioult; Bruno Crémilleux (KDID, 2006)

Efficient Mining Under Rich Constraints Derived from Various Datasets. - Arnaud Soulet; Jirí Kléma; Bruno Crémilleux (KDID, 2006)

Exclusion-inclusion based text categorization of biomedical articles. - Nadia Zerida; Nadine Lucas; Bruno Crémilleux (ACM Symposium on Document Engineering, 2007)

Extraction des Top-k Motifs par Approximer-et-Pousser. - Arnaud Soulet; Bruno Crémilleux (EGC, 2007)

A Unified View of Objective Interestingness Measures. - Céline Hébert; Bruno Crémilleux (MLDM, 2007)

Optimizing hypergraph transversal computation with an anti-monotone constraint. - Céline Hébert; Alain Bretto; Bruno Crémilleux (SAC, 2007)

A Data Mining Formalization to Improve Hypergraph Minimal Transversal Computation. - Céline Hébert; Alain Bretto; Bruno Crémilleux (Fundam. Informaticae, 2007)

Discovering Knowledge from Local Patterns with Global Constraints. - Bruno Crémilleux; Arnaud Soulet (ICCSA (2), 2008)

Adequate condensed representations of patterns. - Arnaud Soulet; Bruno Crémilleux (Data Min. Knowl. Discov., 2008)

Constraint-Based Knowledge Discovery from SAGE Data. - Jirí Kléma; Sylvain Blachon; Arnaud Soulet; Bruno Crémilleux; Olivier Gandrillon (Silico Biol., 2008)

Missing Values: Proposition of a Typology and Characterization with an Association Rule-Based Model. - Leila Ben Othman; François Rioult; Sadok Ben Yahia; Bruno Crémilleux (DaWaK, 2009)

Condensed Representation of Sequential Patterns According to Frequency-Based Measures. - Marc Plantevit; Bruno Crémilleux (IDA, 2009)

Discovering Emerging Graph Patterns from Chemicals. - Guillaume Poezevara; Bertrand Cuissart; Bruno Crémilleux (ISMIS, 2009)

Mining constraint-based patterns using automatic relaxation. - Arnaud Soulet; Bruno Crémilleux (Intell. Data Anal., 2009)

Combining sequence and itemset mining to discover named entities in biomedical texts: a new type of pattern. - Marc Plantevit; Thierry Charnois; Jirí Kléma; Christophe Rigotti; Bruno Crémilleux (Int. J. Data Min. Model. Manag., 2009)

Sequential Data Mining for Information Extraction from Texts. - Thierry Charnois; Marc Plantevit; Christophe Rigotti; Bruno Crémilleux (Trait. Autom. des Langues, 2009)

Constraint Programming for Mining n-ary Patterns. - Mehdi Khiari; Patrice Boizumault; Bruno Crémilleux (CP, 2010)

Allier CSPs et motifs locaux pour la découverte de motifs sous contraintes n-aires. - Mehdi Khiari; Patrice Boizumault; Bruno Crémilleux (EGC, 2010)

Combining Constraint Programming and Constraint-Based Mining for Pattern Discovery. - Mehdi Khiari; Patrice Boizumault; Bruno Crémilleux (EGC (best of volume), 2010)

On the Stimulation of Patterns - Definitions, Calculation Method and First Usages. - Ryan Bissell-Siders; Bertrand Cuissart; Bruno Crémilleux (ICCS, 2010)

Combining CSP and Constraint-Based Mining for Pattern Discovery. - Mehdi Khiari; Patrice Boizumault; Bruno Crémilleux (ICCSA (2), 2010)

Recursive Sequence Mining to Discover Named Entity Relations. - Peggy Cellier; Thierry Charnois; Marc Plantevit; Bruno Crémilleux (IDA, 2010)

Introduction of Jumping Fragments in Combination with QSARs for the Assessment of Classification in Ecotoxicology. - Sylvain Lozano; Guillaume Poezevara; Marie-Pierre Halm-Lemeille; Elodie Lescot-Fontaine; Alban Lepailleur; Ryan Bissell-Siders; Bruno Crémilleux; Sylvain Rault; Bertrand Cuissart; Ronan Bureau (J. Chem. Inf. Model., 2010)

Nonredundant Generalized Rules and Their Impact in Classification. - François Rioult; Bruno Zanuttini; Bruno Crémilleux (Advances in Intelligent Information Systems, 2010)

Motifs séquentiels delta-libres. - Marc Plantevit; Chedy Raïssi; Bruno Crémilleux (EGC, 2011)

A Constraint-Based Language for Declarative Pattern Discovery. - Jean-Philippe Métivier; Patrice Boizumault; Bruno Crémilleux; Mehdi Khiari; Samir Loudni (ICDM Workshops, 2011)

Summarizing Contrasts by Recursive Pattern Mining. - Arnaud Soulet; Bruno Crémilleux; Marc Plantevit (ICDM Workshops, 2011)

Mining Dominant Patterns in the Sky. - Arnaud Soulet; Chedy Raïssi; Marc Plantevit; Bruno Crémilleux (ICDM, 2011)

A Generic Approach for Modeling and Mining n-ary Patterns. - Mehdi Khiari; Patrice Boizumault; Bruno Crémilleux (ISMIS, 2011)

Discovering Knowledge using a Constraint-based Language - Patrice Boizumault; Bruno Crémilleux; Mehdi Khiari; Samir Loudni; Jean-Philippe Métivier (CoRR, 2011)

Extracting and summarizing the frequent emerging graph patterns from a dataset of graphs. - Guillaume Poezevara; Bertrand Cuissart; Bruno Crémilleux (J. Intell. Inf. Syst., 2011)

Base de caractérisation des valeurs manquantes. - Leila Ben Othman; François Rioult; Sadok Ben Yahia; Bruno Crémilleux (Tech. Sci. Informatiques, 2011)

Finding Groups of Duplicate Images In Very Large Dataset. - Winn Voravuthikunchai; Bruno Crémilleux; Frédéric Jurie (BMVC, 2012)

Sequential pattern mining to discover relations between genes and rare diseases. - Nicolas Béchet; Peggy Cellier; Thierry Charnois; Bruno Crémilleux; Marie-Christine Jaulent (CBMS, 2012)

Discovering Linguistic Patterns Using Sequence Mining. - Nicolas Béchet; Peggy Cellier; Thierry Charnois; Bruno Crémilleux (CICLing (1), 2012)

Soft Threshold Constraints for Pattern Mining. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux (Discovery Science, 2012)

Constrained Clustering Using SAT. - Jean-Philippe Métivier; Patrice Boizumault; Bruno Crémilleux; Mehdi Khiari; Samir Loudni (IDA, 2012)

A constraint language for declarative pattern discovery. - Jean-Philippe Métivier; Patrice Boizumault; Bruno Crémilleux; Mehdi Khiari; Samir Loudni (SAC, 2012)

Emerging Patterns as Structural Alerts for Computational Toxicology. - Bertrand Cuissart; Guillaume Poezevara; Bruno Crémilleux; Alban Lepailleur; Ronan Bureau (Contrast Data Mining, 2013)

Découverte des soft-skypatterns avec une approche PPC. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux; Alban Lepailleur (EGC, 2013)

Mining (Soft-) Skypatterns Using Constraint Programming. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux; Alban Lepailleur (EGC (best of volume), 2013)

Parameter-free classification in multi-class imbalanced data sets. - Loïc Cerf; Dominique Gay; Nazha Selmaoui-Folcher; Bruno Crémilleux; Jean-François Boulicaut (Data Knowl. Eng., 2013)

Mining (Soft-) Skypatterns Using Dynamic CSP. - Willy Ugarte Rojas; Patrice Boizumault; Samir Loudni; Bruno Crémilleux; Alban Lepailleur (CPAIOR, 2014)

Histograms of Pattern Sets for Image Classification and Object Recognition. - Winn Voravuthikunchai; Bruno Crémilleux; Frédéric Jurie (CVPR, 2014)

Computing Skypattern Cubes. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux (ECAI, 2014)

Sequence Classification Based on Delta-Free Sequential Patterns. - Pierre Holat; Marc Plantevit; Chedy Raïssi; Nadi Tomeh; Thierry Charnois; Bruno Crémilleux (ICDM, 2014)

Mining Relevant Sequence Patterns with CP-Based Framework. - Amina Kemmar; Willy Ugarte; Samir Loudni; Thierry Charnois; Yahia Lebbah; Patrice Boizumault; Bruno Crémilleux (ICTAI, 2014)

Computing Skypattern Cubes Using Relaxation. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux (ICTAI, 2014)

Image re-ranking based on statistics of frequent patterns. - Winn Voravuthikunchai; Bruno Crémilleux; Frédéric Jurie (ICMR, 2014)

Image re-ranking system based on closed frequent patterns. - Winn Voravuthikunchai; Bruno Crémilleux; Frédéric Jurie (Int. J. Multim. Inf. Retr., 2014)

ANIMITEX. Analyse d'images fondée sur des informations textuelles. - Mathieu Roche; Maguelonne Teisseire; Bruno Crémilleux; Pierre Gançarski; Christian Sallaberry (Ingénierie des Systèmes d Inf., 2014)

Fouille de motifs séquentiels pour la découverte de relations entre gènes et maladies rares. - Nicolas Béchet; Peggy Cellier; Thierry Charnois; Bruno Crémilleux (Rev. d'Intelligence Artif., 2014)

Qualité et complexité en évaluation des mesures d'intérêt. - Bruno Crémilleux; Arnaud Giacometti; Arnaud Soulet (EGC, 2015)

Modeling and Mining Optimal Patterns Using Dynamic CSP. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux (ICTAI, 2015)

Minimal Jumping Emerging Patterns: Computation and Practical Assessment. - Bamba Kane; Bertrand Cuissart; Bruno Crémilleux (PAKDD (1), 2015)

Sequence mining under multiple constraints. - Nicolas Béchet; Peggy Cellier; Thierry Charnois; Bruno Crémilleux (SAC, 2015)

Sequential pattern mining for discovering gene interactions and their contextual information from biomedical texts. - Peggy Cellier; Thierry Charnois; Marc Plantevit; Christophe Rigotti; Bruno Crémilleux; Olivier Gandrillon; Jirí Kléma; Jean-Luc Manguin (J. Biomed. Semant., 2015)

Discovering Structural Alerts for Mutagenicity Using Stable Emerging Molecular Patterns. - Jean-Philippe Métivier; Alban Lepailleur; Aleksey Buzmakov 002; Guillaume Poezevara; Bruno Crémilleux; Sergei O. Kuznetsov; Jérémie Le Goff; Amedeo Napoli; Ronan Bureau; Bertrand Cuissart (J. Chem. Inf. Model., 2015)

Soft constraints for pattern mining. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux; Alban Lepailleur (J. Intell. Inf. Syst., 2015)

Highlighting Psychological Features for Predicting Child Interjections During Story Telling. - Gaël Lejeune; François Rioult; Bruno Crémilleux (INTERSPEECH, 2016)

Unsupervised deep hashing with stacked convolutional autoencoders. - Sovann En; Bruno Crémilleux; Frédéric Jurie (ICIP, 2017)

Integer Linear Programming for Pattern Set Mining; with an Application to Tiling. - Abdelkader Ouali; Albrecht Zimmermann; Samir Loudni; Yahia Lebbah; Bruno Crémilleux; Patrice Boizumault; Lakhdar Loukil (PAKDD (2), 2017)

Skypattern mining: From pattern condensed representations to dynamic constraint satisfaction problems. - Willy Ugarte; Patrice Boizumault; Bruno Crémilleux; Alban Lepailleur; Samir Loudni; Marc Plantevit; Chedy Raïssi; Arnaud Soulet (Artif. Intell., 2017)

An Experimental Approach for Information Extraction in Multi-party Dialogue Discourse. - Pegah Alizadeh; Peggy Cellier; Thierry Charnois; Bruno Crémilleux; Albrecht Zimmermann (CICLing (1), 2018)

Link Prediction in Multi-layer Networks and Its Application to Drug Design. - Maksim Koptelov; Albrecht Zimmermann; Bruno Crémilleux (IDA, 2018)

PrePeP: A Tool for the Identification and Characterization of Pan Assay Interference Compounds. - Maksim Koptelov; Albrecht Zimmermann; Pascal Bonnet; Ronan Bureau; Bruno Crémilleux (KDD, 2018)

How Your Supporters and Opponents Define Your Interestingness. - Bruno Crémilleux; Arnaud Giacometti; Arnaud Soulet (ECML/PKDD (1), 2018)

Mining Periodic Patterns with a MDL Criterion. - Esther Galbrun; Peggy Cellier; Nikolaj Tatti; Alexandre Termier; Bruno Crémilleux (ECML/PKDD (2), 2018)

Étude Expérimentale d'Extraction d'Information dans des Retranscriptions de Réunions (An Experimental Approach For Information Extraction in Multi-Party Dialogue Discourse). - Pegah Alizadeh; Peggy Cellier; Thierry Charnois; Bruno Crémilleux; Albrecht Zimmermann (CORIA-TALN-RJC (TALN 2), 2018)

Constrained distance based clustering for time-series: a comparative and experimental study. - Thomas Andrew Lampert; Thi-Bich-Hanh Dao; Baptiste Lafabregue; Nicolas Serrette; Germain Forestier; Bruno Crémilleux; Christel Vrain; Pierre Gançarski (Data Min. Knowl. Discov., 2018)

Compressing and Querying Skypattern Cubes. - Willy Ugarte; Samir Loudni; Patrice Boizumault; Bruno Crémilleux; Alexandre Termier (IEA/AIE, 2019)

Enhancing Deep Learning with Semantics: an application to manufacturing time series analysis. - Xin Huang; Cecilia Zanni-Merk; Bruno Crémilleux (KES, 2019)

Constrained Clustering: Current and New Trends. - Pierre Gançarski; Thi-Bich-Hanh Dao; Bruno Crémilleux; Germain Forestier; Thomas Andrew Lampert (A Guided Tour of Artificial Intelligence Research (2) (II), 2020)

Using Data Science to Improve the Identification of Plant Nutritional Status. - David Condaminet; Albrecht Zimmermann; Bastien Billiot; Bruno Crémilleux; Sylvain Pluchon (DSAA, 2020)

Link prediction via community detection in bipartite multi-layer graphs. - Maksim Koptelov; Albrecht Zimmermann; Bruno Crémilleux; Lina Soualmia (SAC, 2020)

LPbyCD: a new scalable and interpretable approach for Link Prediction via Community Detection in bipartite networks. - Maksim Koptelov; Albrecht Zimmermann; Bruno Crémilleux; Lina Fatima Soualmia (Appl. Netw. Sci., 2021)

Identification de concepts remarquables à partir de leur voisinage dans un treillis. - Etienne Lehembre; Jean Luc Lamotte; Christophe Couronne; Bruno Crémilleux; Jean-Luc Manguin; Bertrand Cuissart; Abdelkader Ouali; Albrecht Zimmermann (EGC, 2022)

Evaluation de l'uplift sur des données biaisées dans le cas du Non-Random Assignment. - Mina Rafla; Nicolas Voisine; Bruno Crémilleux (EGC, 2022)

Selecting Outstanding Patterns Based on Their Neighbourhood. - Etienne Lehembre; Ronan Bureau; Bruno Crémilleux; Bertrand Cuissart; Jean Luc Lamotte; Alban Lepailleur; Abdelkader Ouali; Albrecht Zimmermann (IDA, 2022)

Evaluation of Uplift Models with Non-Random Assignment Bias. - Mina Rafla; Nicolas Voisine; Bruno Crémilleux (IDA, 2022)

A Condensed Survey on Condensed Representations of Patterns. - Arnaud Soulet; François Rioult; Bruno Crémilleux (KDID, 2022)

A Non-parametric Bayesian Approach for Uplift Discretization and Feature Selection. - Mina Rafla; Nicolas Voisine; Bruno Crémilleux; Marc Boullé (ECML/PKDD (5), 2022)

Towards a (Semi-)Automatic Urban Planning Rule Identification in the French Language. - Maksim Koptelov; Margaux Holveck; Bruno Crémilleux; Justine Reynaud; Mathieu Roche; Maguelonne Teisseire (DSAA, 2023)

Wave k-Top d-Random Family Search : comment guider un expert dans un espace structuré. - Etienne Lehembre; Bruno Crémilleux; Bertrand Cuissart; Abdelkader Ouali; Albrecht Zimmermann (EGC, 2023)

Une approche bayésienne non paramétrique de sélection de variables pour la modélisation de l'uplift. - Mina Rafla; Nicolas Voisine; Bruno Crémilleux; Marc Boullé (EGC, 2023)

Parameter-Free Bayesian Decision Trees for Uplift Modeling. - Mina Rafla; Nicolas Voisine; Bruno Crémilleux (PAKDD (2), 2023)

Wave Top-k Random-d Family Search: How to Guide an Expert in a Structured Pattern Space. - Etienne Lehembre; Bruno Crémilleux; Bertrand Cuissart; Abdelkader Ouali; Albrecht Zimmermann (PKDD/ECML Workshops (3), 2023)

A Parameter-Free Bayesian Framework for Uplift Modeling Application on Telecom Data. - Mina Rafla; Nicolas Voisine; Bruno Crémilleux (PKDD/ECML Workshops (4), 2023)

Towards a partial order graph for interactive pharmacophore exploration: extraction of pharmacophores activity delta. - Etienne Lehembre; Johanna Giovannini; Damien Geslin; Alban Lepailleur; Jean Luc Lamotte; David Auber; Abdelkader Ouali; Bruno Crémilleux; Albrecht Zimmermann; Bertrand Cuissart; Ronan Bureau (J. Cheminformatics, 2023)

Efficiently Mining Closed Interval Patterns with Constraint Programming. - Djawad Bekkoucha; Abdelkader Ouali; Patrice Boizumault; Bruno Crémilleux (CPAIOR (1), 2024)

WaveLSea: helping experts interactively explore pattern mining search spaces. - Etienne Lehembre; Bruno Crémilleux; Albrecht Zimmermann; Bertrand Cuissart; Abdelkader Ouali (Data Min. Knowl. Discov., 2024)

Échantillonnage de motifs d'intervalles selon la fréquence. - Djawad Bekkoucha; Abdelkader Ouali; Bruno Crémilleux; Patrice Boizumault (EGC, 2025)

Évaluation de l'uplift multi-traitement sur des données biaisées dans le cas du non-random assignment. - Nathan Le Boudec; Nicolas Voisine; Bruno Crémilleux (EGC, 2025)

(Semi-)automatic Extraction of Urban Planning Rules in French for Better Management of Land Artificialization. - Maksim Koptelov; Margaux Holveck; Bruno Crémilleux; Justine Reynaud; Mathieu Roche; Maguelonne Teisseire (SN Comput. Sci., 2025)