Bruno Crémilleux

According to our database1, Bruno Crémilleux authored at least 101 papers between 1991 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Link prediction via community detection in bipartite multi-layer graphs.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

2019
Enhancing Deep Learning with Semantics: an application to manufacturing time series analysis.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

Compressing and Querying Skypattern Cubes.
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

2018
Constrained distance based clustering for time-series: a comparative and experimental study.
Data Min. Knowl. Discov., 2018

Étude Expérimentale d'Extraction d'Information dans des Retranscriptions de Réunions (An Experimental Approach For Information Extraction in Multi-Party Dialogue Discourse).
Proceedings of the Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1, 2018

Mining Periodic Patterns with a MDL Criterion.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

How Your Supporters and Opponents Define Your Interestingness.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

PrePeP: A Tool for the Identification and Characterization of Pan Assay Interference Compounds.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Link Prediction in Multi-layer Networks and Its Application to Drug Design.
Proceedings of the Advances in Intelligent Data Analysis XVII, 2018

2017
Skypattern mining: From pattern condensed representations to dynamic constraint satisfaction problems.
Artif. Intell., 2017

Integer Linear Programming for Pattern Set Mining; with an Application to Tiling.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Unsupervised deep hashing with stacked convolutional autoencoders.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Highlighting Psychological Features for Predicting Child Interjections During Story Telling.
Proceedings of the Interspeech 2016, 2016

2015
Soft constraints for pattern mining.
J. Intell. Inf. Syst., 2015

Discovering Structural Alerts for Mutagenicity Using Stable Emerging Molecular Patterns.
J. Chem. Inf. Model., 2015

Sequential pattern mining for discovering gene interactions and their contextual information from biomedical texts.
J. Biomed. Semant., 2015

Sequence mining under multiple constraints.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Minimal Jumping Emerging Patterns: Computation and Practical Assessment.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Modeling and Mining Optimal Patterns Using Dynamic CSP.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Qualité et complexité en évaluation des mesures d'intérêt.
Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

2014
Fouille de motifs séquentiels pour la découverte de relations entre gènes et maladies rares.
Rev. d'Intelligence Artif., 2014

ANIMITEX. Analyse d'images fondée sur des informations textuelles.
Ingénierie des Systèmes d Inf., 2014

Image re-ranking system based on closed frequent patterns.
Int. J. Multim. Inf. Retr., 2014

Image re-ranking based on statistics of frequent patterns.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Computing Skypattern Cubes Using Relaxation.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Mining Relevant Sequence Patterns with CP-Based Framework.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Sequence Classification Based on Delta-Free Sequential Patterns.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Computing Skypattern Cubes.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Histograms of Pattern Sets for Image Classification and Object Recognition.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Mining (Soft-) Skypatterns Using Dynamic CSP.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014

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

Mining (Soft-) Skypatterns Using Constraint Programming.
Proceedings of the Advances in Knowledge Discovery and Management, 2013

Découverte des soft-skypatterns avec une approche PPC.
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

Emerging Patterns as Structural Alerts for Computational Toxicology.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

2012
A constraint language for declarative pattern discovery.
Proceedings of the ACM Symposium on Applied Computing, 2012

Constrained Clustering Using SAT.
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

Soft Threshold Constraints for Pattern Mining.
Proceedings of the Discovery Science - 15th International Conference, 2012

Discovering Linguistic Patterns Using Sequence Mining.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

Sequential pattern mining to discover relations between genes and rare diseases.
Proceedings of CBMS 2012, 2012

Finding Groups of Duplicate Images In Very Large Dataset.
Proceedings of the British Machine Vision Conference, 2012

2011
Base de caractérisation des valeurs manquantes.
Tech. Sci. Informatiques, 2011

Extracting and summarizing the frequent emerging graph patterns from a dataset of graphs.
J. Intell. Inf. Syst., 2011

Discovering Knowledge using a Constraint-based Language
CoRR, 2011

A Generic Approach for Modeling and Mining n-ary Patterns.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Mining Dominant Patterns in the Sky.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Summarizing Contrasts by Recursive Pattern Mining.
Proceedings of the Data Mining Workshops (ICDMW), 2011

A Constraint-Based Language for Declarative Pattern Discovery.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Motifs séquentiels delta-libres.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2010
Nonredundant Generalized Rules and Their Impact in Classification.
Proceedings of the Advances in Intelligent Information Systems, 2010

Introduction of Jumping Fragments in Combination with QSARs for the Assessment of Classification in Ecotoxicology.
J. Chem. Inf. Model., 2010

Recursive Sequence Mining to Discover Named Entity Relations.
Proceedings of the Advances in Intelligent Data Analysis IX, 9th International Symposium, 2010

Combining CSP and Constraint-Based Mining for Pattern Discovery.
Proceedings of the Computational Science and Its Applications, 2010

On the Stimulation of Patterns - Definitions, Calculation Method and First Usages.
Proceedings of the Conceptual Structures: From Information to Intelligence, 2010

Combining Constraint Programming and Constraint-Based Mining for Pattern Discovery.
Proceedings of the Advances in Knowledge Discovery and Management, 2010

Allier CSPs et motifs locaux pour la découverte de motifs sous contraintes n-aires.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Constraint Programming for Mining n-ary Patterns.
Proceedings of the Principles and Practice of Constraint Programming - CP 2010, 2010

2009
Sequential Data Mining for Information Extraction from Texts.
Trait. Autom. des Langues, 2009

Combining sequence and itemset mining to discover named entities in biomedical texts: a new type of pattern.
Int. J. Data Min. Model. Manag., 2009

Mining constraint-based patterns using automatic relaxation.
Intell. Data Anal., 2009

Discovering Emerging Graph Patterns from Chemicals.
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Condensed Representation of Sequential Patterns According to Frequency-Based Measures.
Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

Missing Values: Proposition of a Typology and Characterization with an Association Rule-Based Model.
Proceedings of the Data Warehousing and Knowledge Discovery, 11th International Conference, 2009

2008
Constraint-Based Knowledge Discovery from SAGE Data.
Silico Biol., 2008

Adequate condensed representations of patterns.
Data Min. Knowl. Discov., 2008

2007
A Data Mining Formalization to Improve Hypergraph Minimal Transversal Computation.
Fundam. Informaticae, 2007

Optimizing hypergraph transversal computation with an anti-monotone constraint.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

A Unified View of Objective Interestingness Measures.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Extraction des Top-k Motifs par Approximer-et-Pousser.
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

Exclusion-inclusion based text categorization of biomedical articles.
Proceedings of the 2007 ACM Symposium on Document Engineering, 2007

Discovering Knowledge from Local Patterns with Global Constraints.
Proceedings of the Parallel Universes and Local Patterns, 01.05. - 04.05.2007, 2007

2006
Efficient Mining Under Rich Constraints Derived from Various Datasets.
Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

Mining Correct Properties in Incomplete Databases.
Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

Visualizing Transactional Data with Multiple Clusterings for Knowledge Discovery.
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Combining linguistic and structural descriptors for mining biomedical literature.
Proceedings of the 2006 ACM Symposium on Document Engineering, 2006

Optimized Rule Mining Through a Unified Framework for Interestingness Measures.
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

Mining Plausible Patterns from Genomic Data.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005
An Efficient Framework for Mining Flexible Constraints.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Exploiting Virtual Patterns for Automatically Pruning the Search Space.
Proceedings of the Knowledge Discovery in Inductive Databases, 4th International Workshop, 2005

Optimizing Constraint-Based Mining by Automatically Relaxing Constraints.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Mining Frequent <i>delta</i>-Free Patterns in Large Databases.
Proceedings of the Discovery Science, 8th International Conference, 2005

2004
Introduction.
Ingénierie des Systèmes d Inf., 2004

Fouille de textes hiérarchisée appliquée à la détection de fautes.
Document Numérique, 2004

Condensed Representation of Emerging Patterns.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Condensed Representation of EPs and Patterns Quantified by Frequency-Based Measures.
Proceedings of the KDID 2004, 2004

Représentation condensée en présence de valeurs manquantes.
Proceedings of the Actes du XXIIème Congrès INFORSID, Biarritz, France, 25-28 mai, 2004, 2004

Représentation condensée de motifs émergents.
Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

2003
Recommendation System Based on the Discovery of Meaningful Categorical Clusters.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

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

Condensed Representations in Presence of Missing Values.
Proceedings of the Advances in Intelligent Data Analysis V, 2003

Extraction d'associations entre marqueurs linguistiques pour la caractérisation de fautes d'Anglais.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 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

2002
A quality index for decision tree pruning.
Knowl. Based Syst., 2002

The Maximum Common Substructure as a Molecular Depiction in a Supervised Classification Context: Experiments in Quantitative Structure/Biodegradability Relationships.
J. Chem. Inf. Comput. Sci., 2002

2001
Prédiction de la biodégradabilité des composés chimiques : un apport des méthodes d'arbre de décision.
Proceedings of the Extraction et gestion des connaissances (EGC'2001), 2001

Discovering Associations in Clinical Data: Application to Search for Prognostic Factors in Hodgkin's Disease.
Proceedings of the Artificial Intelligence Medicine, 2001

1999
MVC - a preprocessing method to deal with missing values.
Knowl. Based Syst., 1999

1998
Treatment of Missing Values for Association Rules.
Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998

1997
A Theoretical Framework for Decision Trees in Uncertain Domains: Application to Medical Data Sets.
Proceedings of the Artificial Intelligence Medicine, 1997

1996
Toward an Efficient Cross-Fertilization of Multiple Information Sources.
Proceedings of the Knowledge Representation Meets Databases, 1996

1992
MENINGE: A medical consulting system for child's meningitis. Study on a series of consecutive cases.
Artif. Intell. Medicine, 1992

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


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