Bruno Crémilleux

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 30

Top Venues

EGC

ICTAI

IDA

Data Min. Knowl. Discov.

Joseph Fourier University, Grenoble, France (PHD)

Education History

Joseph Fourier University, Grenoble, France

PHD

Publications

Djawad Bekkoucha, Abdelkader Ouali, Patrice Boizumault, Bruno Crémilleux
Efficiently Mining Closed Interval Patterns with Constraint Programming. CPAIOR (1) (2024)
Etienne Lehembre, Bruno Crémilleux, Albrecht Zimmermann, Bertrand Cuissart, Abdelkader Ouali
WaveLSea: helping experts interactively explore pattern mining search spaces. Data Min. Knowl. Discov. 38 (4) (2024)
Etienne Lehembre, Johanna Giovannini, Damien Geslin, Alban Lepailleur, Jean Luc Lamotte, David Auber, Abdelkader Ouali, Bruno Crémilleux, Albrecht Zimmermann, Bertrand Cuissart, Ronan Bureau
Towards a partial order graph for interactive pharmacophore exploration: extraction of pharmacophores activity delta. J. Cheminformatics 15 (1) (2023)
Mina Rafla, Nicolas Voisine, Bruno Crémilleux
Parameter-Free Bayesian Decision Trees for Uplift Modeling. PAKDD (2) (2023)
Mina Rafla, Nicolas Voisine, Bruno Crémilleux, Marc Boullé
Une approche bayésienne non paramétrique de sélection de variables pour la modélisation de l'uplift. EGC (2023)
Maksim Koptelov, Margaux Holveck, Bruno Crémilleux, Justine Reynaud, Mathieu Roche, Maguelonne Teisseire
Towards a (Semi-)Automatic Urban Planning Rule Identification in the French Language. DSAA (2023)
Etienne Lehembre, Bruno Crémilleux, Bertrand Cuissart, Abdelkader Ouali, Albrecht Zimmermann
Wave k-Top d-Random Family Search : comment guider un expert dans un espace structuré. EGC (2023)
Etienne Lehembre, Jean Luc Lamotte, Christophe Couronne, Bruno Crémilleux, Jean-Luc Manguin, Bertrand Cuissart, Abdelkader Ouali, Albrecht Zimmermann
Identification de concepts remarquables à partir de leur voisinage dans un treillis. EGC (2022)
Etienne Lehembre, Ronan Bureau, Bruno Crémilleux, Bertrand Cuissart, Jean Luc Lamotte, Alban Lepailleur, Abdelkader Ouali, Albrecht Zimmermann
Selecting Outstanding Patterns Based on Their Neighbourhood. IDA (2022)
Mina Rafla, Nicolas Voisine, Bruno Crémilleux, Marc Boullé
A Non-parametric Bayesian Approach for Uplift Discretization and Feature Selection. ECML/PKDD (5) (2022)
Mina Rafla, Nicolas Voisine, Bruno Crémilleux
Evaluation of Uplift Models with Non-Random Assignment Bias. IDA (2022)
Mina Rafla, Nicolas Voisine, Bruno Crémilleux
Evaluation de l'uplift sur des données biaisées dans le cas du Non-Random Assignment. EGC (2022)
Arnaud Soulet, François Rioult, Bruno Crémilleux
A Condensed Survey on Condensed Representations of Patterns. KDID (2022)
Maksim Koptelov, Albrecht Zimmermann, Bruno Crémilleux, Lina Fatima Soualmia
LPbyCD: a new scalable and interpretable approach for Link Prediction via Community Detection in bipartite networks. Appl. Netw. Sci. 6 (1) (2021)
Maksim Koptelov, Albrecht Zimmermann, Bruno Crémilleux, Lina Soualmia
Link prediction via community detection in bipartite multi-layer graphs. SAC (2020)
David Condaminet, Albrecht Zimmermann, Bastien Billiot, Bruno Crémilleux, Sylvain Pluchon
Using Data Science to Improve the Identification of Plant Nutritional Status. DSAA (2020)
Willy Ugarte, Samir Loudni, Patrice Boizumault, Bruno Crémilleux, Alexandre Termier
Compressing and Querying Skypattern Cubes. IEA/AIE (2019)
Xin Huang, Cecilia Zanni-Merk, Bruno Crémilleux
Enhancing Deep Learning with Semantics: an application to manufacturing time series analysis. KES (2019)
Thomas Andrew Lampert, Thi-Bich-Hanh Dao, Baptiste Lafabregue, Nicolas Serrette, Germain Forestier, Bruno Crémilleux, Christel Vrain, Pierre Gançarski
Constrained distance based clustering for time-series: a comparative and experimental study. Data Min. Knowl. Discov. 32 (6) (2018)
Maksim Koptelov, Albrecht Zimmermann, Bruno Crémilleux
Link Prediction in Multi-layer Networks and Its Application to Drug Design. IDA (2018)
Pegah Alizadeh, Peggy Cellier, Thierry Charnois, Bruno Crémilleux, Albrecht Zimmermann
Étude Expérimentale d'Extraction d'Information dans des Retranscriptions de Réunions (An Experimental Approach For Information Extraction in Multi-Party Dialogue Discourse). CORIA-TALN-RJC (TALN 2) (2018)
Bruno Crémilleux, Arnaud Giacometti, Arnaud Soulet
How Your Supporters and Opponents Define Your Interestingness. ECML/PKDD (1) (2018)
Pegah Alizadeh, Peggy Cellier, Thierry Charnois, Bruno Crémilleux, Albrecht Zimmermann
An Experimental Approach for Information Extraction in Multi-party Dialogue Discourse. CICLing (1) (2018)
Maksim Koptelov, Albrecht Zimmermann, Pascal Bonnet, Ronan Bureau, Bruno Crémilleux
PrePeP: A Tool for the Identification and Characterization of Pan Assay Interference Compounds. KDD (2018)
Esther Galbrun, Peggy Cellier, Nikolaj Tatti, Alexandre Termier, Bruno Crémilleux
Mining Periodic Patterns with a MDL Criterion. ECML/PKDD (2) (2018)
Esther Galbrun, Peggy Cellier, Nikolaj Tatti, Alexandre Termier, Bruno Crémilleux
Mining Periodic Patterns with a MDL Criterion. CoRR (2018)
Abdelkader Ouali, Albrecht Zimmermann, Samir Loudni, Yahia Lebbah, Bruno Crémilleux, Patrice Boizumault, Lakhdar Loukil
Integer Linear Programming for Pattern Set Mining; with an Application to Tiling. PAKDD (2) (2017)
Sovann En, Bruno Crémilleux, Frédéric Jurie
Unsupervised deep hashing with stacked convolutional autoencoders. ICIP (2017)
Willy Ugarte, Patrice Boizumault, Bruno Crémilleux, Alban Lepailleur, Samir Loudni, Marc Plantevit, Chedy Raïssi, Arnaud Soulet
Skypattern mining: From pattern condensed representations to dynamic constraint satisfaction problems. Artif. Intell. 244 (2017)
Gaël Lejeune, François Rioult, Bruno Crémilleux
Highlighting Psychological Features for Predicting Child Interjections During Story Telling. INTERSPEECH (2016)
Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux
Modeling and Mining Optimal Patterns Using Dynamic CSP. ICTAI (2015)
Jean-Philippe Métivier, Alban Lepailleur, Aleksey Buzmakov, Guillaume Poezevara, Bruno Crémilleux, Sergei O. Kuznetsov, Jérémie Le Goff, Amedeo Napoli, Ronan Bureau, Bertrand Cuissart
Discovering Structural Alerts for Mutagenicity Using Stable Emerging Molecular Patterns. J. Chem. Inf. Model. 55 (5) (2015)
Peggy Cellier, Thierry Charnois, Marc Plantevit, Christophe Rigotti, Bruno Crémilleux, Olivier Gandrillon, Jirí Kléma, Jean-Luc Manguin
Sequential pattern mining for discovering gene interactions and their contextual information from biomedical texts. J. Biomed. Semant. 6 (2015)
Bruno Crémilleux, Arnaud Giacometti, Arnaud Soulet
Qualité et complexité en évaluation des mesures d'intérêt. EGC (2015)
Bamba Kane, Bertrand Cuissart, Bruno Crémilleux
Minimal Jumping Emerging Patterns: Computation and Practical Assessment. PAKDD (1) (2015)
Nicolas Béchet, Peggy Cellier, Thierry Charnois, Bruno Crémilleux
Sequence mining under multiple constraints. SAC (2015)
Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux, Alban Lepailleur
Soft constraints for pattern mining. J. Intell. Inf. Syst. 44 (2) (2015)
Winn Voravuthikunchai, Bruno Crémilleux, Frédéric Jurie
Image re-ranking system based on closed frequent patterns. Int. J. Multim. Inf. Retr. 3 (4) (2014)
Amina Kemmar, Willy Ugarte, Samir Loudni, Thierry Charnois, Yahia Lebbah, Patrice Boizumault, Bruno Crémilleux
Mining Relevant Sequence Patterns with CP-Based Framework. ICTAI (2014)
Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux
Computing Skypattern Cubes. ECAI (2014)
Winn Voravuthikunchai, Bruno Crémilleux, Frédéric Jurie
Image re-ranking based on statistics of frequent patterns. ICMR (2014)
Winn Voravuthikunchai, Bruno Crémilleux, Frédéric Jurie
Histograms of Pattern Sets for Image Classification and Object Recognition. CVPR (2014)
Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux
Computing Skypattern Cubes Using Relaxation. ICTAI (2014)
Willy Ugarte Rojas, Patrice Boizumault, Samir Loudni, Bruno Crémilleux, Alban Lepailleur
Mining (Soft-) Skypatterns Using Dynamic CSP. CPAIOR (2014)
Pierre Holat, Marc Plantevit, Chedy Raïssi, Nadi Tomeh, Thierry Charnois, Bruno Crémilleux
Sequence Classification Based on Delta-Free Sequential Patterns. ICDM (2014)
Mathieu Roche, Maguelonne Teisseire, Bruno Crémilleux, Pierre Gançarski, Christian Sallaberry
ANIMITEX. Analyse d'images fondée sur des informations textuelles. Ingénierie des Systèmes d Inf. 19 (3) (2014)
Nicolas Béchet, Peggy Cellier, Thierry Charnois, Bruno Crémilleux
Fouille de motifs séquentiels pour la découverte de relations entre gènes et maladies rares. Rev. d'Intelligence Artif. 28 (2-3) (2014)
Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux, Alban Lepailleur
Mining (Soft-) Skypatterns Using Constraint Programming. EGC (best of volume) (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)
Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux, Alban Lepailleur
Découverte des soft-skypatterns avec une approche PPC. EGC (2013)
Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux
Soft Threshold Constraints for Pattern Mining. Discovery Science (2012)
Nicolas Béchet, Peggy Cellier, Thierry Charnois, Bruno Crémilleux
Discovering Linguistic Patterns Using Sequence Mining. CICLing (1) (2012)
Jean-Philippe Métivier, Patrice Boizumault, Bruno Crémilleux, Mehdi Khiari, Samir Loudni
A constraint language for declarative pattern discovery. SAC (2012)
Nicolas Béchet, Peggy Cellier, Thierry Charnois, Bruno Crémilleux, Marie-Christine Jaulent
Sequential pattern mining to discover relations between genes and rare diseases. CBMS (2012)
Winn Voravuthikunchai, Bruno Crémilleux, Frédéric Jurie
Finding Groups of Duplicate Images In Very Large Dataset. BMVC (2012)
Nicolas Béchet, Peggy Cellier, Thierry Charnois, Bruno Crémilleux
Fouille de motifs séquentiels pour la découverte de relations entre gènes et maladies rares. IC (2012)
Jean-Philippe Métivier, Patrice Boizumault, Bruno Crémilleux, Mehdi Khiari, Samir Loudni
Constrained Clustering Using SAT. IDA (2012)
Arnaud Soulet, Chedy Raïssi, Marc Plantevit, Bruno Crémilleux
Mining Dominant Patterns in the Sky. ICDM (2011)
Marc Plantevit, Chedy Raïssi, Bruno Crémilleux
Motifs séquentiels delta-libres. EGC (2011)
Arnaud Soulet, Bruno Crémilleux, Marc Plantevit
Summarizing Contrasts by Recursive Pattern Mining. ICDM Workshops (2011)
Jean-Philippe Métivier, Patrice Boizumault, Bruno Crémilleux, Mehdi Khiari, Samir Loudni
A Constraint-Based Language for Declarative Pattern Discovery. ICDM Workshops (2011)
Mehdi Khiari, Patrice Boizumault, Bruno Crémilleux
A Generic Approach for Modeling and Mining n-ary Patterns. ISMIS (2011)
Patrice Boizumault, Bruno Crémilleux, Mehdi Khiari, Samir Loudni, Jean-Philippe Métivier
Discovering Knowledge using a Constraint-based Language CoRR (2011)
Leila Ben Othman, François Rioult, Sadok Ben Yahia, Bruno Crémilleux
Base de caractérisation des valeurs manquantes. Tech. Sci. Informatiques 30 (10) (2011)
Guillaume Poezevara, Bertrand Cuissart, Bruno Crémilleux
Extracting and summarizing the frequent emerging graph patterns from a dataset of graphs. J. Intell. Inf. Syst. 37 (3) (2011)
Mehdi Khiari, Patrice Boizumault, Bruno Crémilleux
Combining CSP and Constraint-Based Mining for Pattern Discovery. ICCSA (2) (2010)
Ryan Bissell-Siders, Bertrand Cuissart, Bruno Crémilleux
On the Stimulation of Patterns - Definitions, Calculation Method and First Usages. ICCS (2010)
Mehdi Khiari, Patrice Boizumault, Bruno Crémilleux
Combining Constraint Programming and Constraint-Based Mining for Pattern Discovery. EGC (best of volume) (2010)
Peggy Cellier, Thierry Charnois, Marc Plantevit, Bruno Crémilleux
Recursive Sequence Mining to Discover Named Entity Relations. IDA (2010)
Mehdi Khiari, Patrice Boizumault, Bruno Crémilleux
Allier CSPs et motifs locaux pour la découverte de motifs sous contraintes n-aires. EGC (2010)
Mehdi Khiari, Patrice Boizumault, Bruno Crémilleux
Constraint Programming for Mining n-ary Patterns. CP (2010)
Sylvain Lozano, Guillaume Poezevara, Marie-Pierre Halm-Lemeille, Elodie Lescot-Fontaine, Alban Lepailleur, Ryan Bissell-Siders, Bruno Crémilleux, Sylvain Rault, Bertrand Cuissart, Ronan Bureau
Introduction of Jumping Fragments in Combination with QSARs for the Assessment of Classification in Ecotoxicology. J. Chem. Inf. Model. 50 (8) (2010)
Thierry Charnois, Marc Plantevit, Christophe Rigotti, Bruno Crémilleux
Sequential Data Mining for Information Extraction from Texts. Trait. Autom. des Langues 50 (3) (2009)
Guillaume Poezevara, Bertrand Cuissart, Bruno Crémilleux
Discovering Emerging Graph Patterns from Chemicals. ISMIS (2009)
Marc Plantevit, Thierry Charnois, Jirí Kléma, Christophe Rigotti, Bruno Crémilleux
Combining sequence and itemset mining to discover named entities in biomedical texts: a new type of pattern. Int. J. Data Min. Model. Manag. 1 (2) (2009)
Marc Plantevit, Bruno Crémilleux
Condensed Representation of Sequential Patterns According to Frequency-Based Measures. IDA (2009)
Leila Ben Othman, François Rioult, Sadok Ben Yahia, Bruno Crémilleux
Missing Values: Proposition of a Typology and Characterization with an Association Rule-Based Model. DaWaK (2009)
Arnaud Soulet, Bruno Crémilleux
Mining constraint-based patterns using automatic relaxation. Intell. Data Anal. 13 (1) (2009)
Bruno Crémilleux, Arnaud Soulet
Discovering Knowledge from Local Patterns with Global Constraints. ICCSA (2) (2008)
Arnaud Soulet, Bruno Crémilleux
Adequate condensed representations of patterns. Data Min. Knowl. Discov. 17 (1) (2008)
Arnaud Soulet, Bruno Crémilleux
Adequate Condensed Representations of Patterns. ECML/PKDD (1) (2008)
Jirí Kléma, Sylvain Blachon, Arnaud Soulet, Bruno Crémilleux, Olivier Gandrillon
Constraint-Based Knowledge Discovery from SAGE Data. Silico Biol. 8 (2) (2008)
Bruno Crémilleux, Arnaud Soulet
Discovering Knowledge from Local Patterns with Global Constraints. Parallel Universes and Local Patterns (2007)
Céline Hébert, Bruno Crémilleux
A Unified View of Objective Interestingness Measures. MLDM (2007)
Nadia Zerida, Nadine Lucas, Bruno Crémilleux
Exclusion-inclusion based text categorization of biomedical articles. ACM Symposium on Document Engineering (2007)
Arnaud Soulet, Bruno Crémilleux
Extraction des Top-k Motifs par Approximer-et-Pousser. EGC (2007)
Céline Hébert, Alain Bretto, Bruno Crémilleux
A Data Mining Formalization to Improve Hypergraph Minimal Transversal Computation. Fundam. Informaticae 80 (4) (2007)
Céline Hébert, Alain Bretto, Bruno Crémilleux
Optimizing hypergraph transversal computation with an anti-monotone constraint. SAC (2007)
Céline Hébert, Bruno Crémilleux
Optimized Rule Mining Through a Unified Framework for Interestingness Measures. DaWaK (2006)
François Rioult, Bruno Crémilleux
Mining Correct Properties in Incomplete Databases. KDID (2006)
Nadia Zerida, Nadine Lucas, Bruno Crémilleux
Combining linguistic and structural descriptors for mining biomedical literature. ACM Symposium on Document Engineering (2006)
Jirí Kléma, Arnaud Soulet, Bruno Crémilleux, Sylvain Blachon, Olivier Gandrillon
Mining Plausible Patterns from Genomic Data. CBMS (2006)
Nicolas Durand, Bruno Crémilleux, Einoshin Suzuki
Visualizing Transactional Data with Multiple Clusterings for Knowledge Discovery. ISMIS (2006)
Arnaud Soulet, Jirí Kléma, Bruno Crémilleux
Efficient Mining Under Rich Constraints Derived from Various Datasets. KDID (2006)
Arnaud Soulet, Bruno Crémilleux
Optimizing Constraint-Based Mining by Automatically Relaxing Constraints. ICDM (2005)
Arnaud Soulet, Bruno Crémilleux
An Efficient Framework for Mining Flexible Constraints. PAKDD (2005)
Arnaud Soulet, Bruno Crémilleux
Exploiting Virtual Patterns for Automatically Pruning the Search Space. KDID (2005)
Céline Hébert, Bruno Crémilleux
-Free Patterns in Large Databases. Discovery Science (2005)
Arnaud Soulet, Bruno Crémilleux, François Rioult
Condensed Representation of Emerging Patterns. PAKDD (2004)
Jean-François Boulicaut, Bruno Crémilleux
Introduction. Ingénierie des Systèmes d Inf. 9 (3-4) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bruno Crémilleux