Bruno Crémilleux

Proceedings of the Advances in Intelligent Data Analysis XX, 2022

Selecting Outstanding Patterns Based on Their Neighbourhood.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XX, 2022

Evaluation de l'uplift sur des données biaisées dans le cas du Non-Random Assignment.

[BibT_eX]

[DOI]

Mina Rafla

Nicolas Voisine

Proceedings of the Extraction et Gestion des Connaissances, 2022

Identification de concepts remarquables à partir de leur voisinage dans un treillis.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2022

2021

LPbyCD: a new scalable and interpretable approach for Link Prediction via Community Detection in bipartite networks.

[BibT_eX]

[DOI]

Appl. Netw. Sci., 2021

2020

Link prediction via community detection in bipartite multi-layer graphs.

[BibT_eX]

[DOI]

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Using Data Science to Improve the Identification of Plant Nutritional Status.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019

Enhancing Deep Learning with Semantics: an application to manufacturing time series analysis.

[BibT_eX]

[DOI]

Xin Huang

Cecilia Zanni-Merk

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

Compressing and Querying Skypattern Cubes.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Thomas Andrew Lampert

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).

[BibT_eX]

[DOI]

Proceedings of the Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1, 2018

Mining Periodic Patterns with a MDL Criterion.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

How Your Supporters and Opponents Define Your Interestingness.

[BibT_eX]

[DOI]

Arnaud Giacometti

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

PrePeP: A Tool for the Identification and Characterization of Pan Assay Interference Compounds.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Maksim Koptelov

Albrecht Zimmermann

Proceedings of the Advances in Intelligent Data Analysis XVII, 2018

An Experimental Approach for Information Extraction in Multi-party Dialogue Discourse.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

2017

Skypattern mining: From pattern condensed representations to dynamic constraint satisfaction problems.

[BibT_eX]

[DOI]

Artif. Intell., 2017

Integer Linear Programming for Pattern Set Mining; with an Application to Tiling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Unsupervised deep hashing with stacked convolutional autoencoders.

[BibT_eX]

[DOI]

Sovann En

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016

Highlighting Psychological Features for Predicting Child Interjections During Story Telling.

[BibT_eX]

[DOI]

Gaël Lejeune

Proceedings of the Interspeech 2016, 2016

2015

Soft constraints for pattern mining.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2015

Discovering Structural Alerts for Mutagenicity Using Stable Emerging Molecular Patterns.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2015

Sequential pattern mining for discovering gene interactions and their contextual information from biomedical texts.

[BibT_eX]

[DOI]

J. Biomed. Semant., 2015

Sequence mining under multiple constraints.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Minimal Jumping Emerging Patterns: Computation and Practical Assessment.

[BibT_eX]

[DOI]

Bamba Kane

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Modeling and Mining Optimal Patterns Using Dynamic CSP.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Qualité et complexité en évaluation des mesures d'intérêt.

[BibT_eX]

[DOI]

Arnaud Giacometti

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.

[BibT_eX]

[DOI]

Rev. d'Intelligence Artif., 2014

ANIMITEX. Analyse d'images fondée sur des informations textuelles.

[BibT_eX]

[DOI]

Ingénierie des Systèmes d Inf., 2014

Image re-ranking system based on closed frequent patterns.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2014

Image re-ranking based on statistics of frequent patterns.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2014

Computing Skypattern Cubes Using Relaxation.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Mining Relevant Sequence Patterns with CP-Based Framework.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Sequence Classification Based on Delta-Free Sequential Patterns.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Computing Skypattern Cubes.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Mining (Soft-) Skypatterns Using Dynamic CSP.

[BibT_eX]

[DOI]

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014

2013

Parameter-free classification in multi-class imbalanced data sets.

[BibT_eX]

[DOI]

Loïc Cerf

Dominique Gay

Nazha Selmaoui-Folcher

Data Knowl. Eng., 2013

Mining (Soft-) Skypatterns Using Constraint Programming.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Management, 2013

Découverte des soft-skypatterns avec une approche PPC.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

Emerging Patterns as Structural Alerts for Computational Toxicology.

[BibT_eX]

Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

2012

A constraint language for declarative pattern discovery.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Applied Computing, 2012

Constrained Clustering Using SAT.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

Soft Threshold Constraints for Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 15th International Conference, 2012

Discovering Linguistic Patterns Using Sequence Mining.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

Sequential pattern mining to discover relations between genes and rare diseases.

[BibT_eX]

[DOI]

Marie-Christine Jaulent

Proceedings of CBMS 2012, 2012

Finding Groups of Duplicate Images In Very Large Dataset.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2012

2011

Base de caractérisation des valeurs manquantes.

[BibT_eX]

[DOI]

Tech. Sci. Informatiques, 2011

Extracting and summarizing the frequent emerging graph patterns from a dataset of graphs.

[BibT_eX]

[DOI]

Guillaume Poezevara

J. Intell. Inf. Syst., 2011

Discovering Knowledge using a Constraint-based Language

[BibT_eX]

[DOI]

CoRR, 2011

A Generic Approach for Modeling and Mining n-ary Patterns.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Mining Dominant Patterns in the Sky.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Summarizing Contrasts by Recursive Pattern Mining.

[BibT_eX]

[DOI]

Marc Plantevit

Proceedings of the Data Mining Workshops (ICDMW), 2011

A Constraint-Based Language for Declarative Pattern Discovery.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

Motifs séquentiels delta-libres.

[BibT_eX]

[DOI]

Marc Plantevit

Chedy Raïssi

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2010

Nonredundant Generalized Rules and Their Impact in Classification.

[BibT_eX]

[DOI]

Bruno Zanuttini

Marie-Pierre Halm-Lemeille

Proceedings of the Advances in Intelligent Information Systems, 2010

Introduction of Jumping Fragments in Combination with QSARs for the Assessment of Classification in Ecotoxicology.

[BibT_eX]

[DOI]

Sylvain Lozano

Guillaume Poezevara

Elodie Lescot-Fontaine

J. Chem. Inf. Model., 2010

Recursive Sequence Mining to Discover Named Entity Relations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis IX, 9th International Symposium, 2010

Combining CSP and Constraint-Based Mining for Pattern Discovery.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications, 2010

On the Stimulation of Patterns - Definitions, Calculation Method and First Usages.

[BibT_eX]

[DOI]

Ryan Bissell-Siders

Proceedings of the Conceptual Structures: From Information to Intelligence, 2010

Combining Constraint Programming and Constraint-Based Mining for Pattern Discovery.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Management, 2010

Allier CSPs et motifs locaux pour la découverte de motifs sous contraintes n-aires.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Constraint Programming for Mining n-ary Patterns.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming - CP 2010, 2010

2009

Sequential Data Mining for Information Extraction from Texts.

[BibT_eX]

[DOI]

Trait. Autom. des Langues, 2009

Combining sequence and itemset mining to discover named entities in biomedical texts: a new type of pattern.

[BibT_eX]

[DOI]

Int. J. Data Min. Model. Manag., 2009

Mining constraint-based patterns using automatic relaxation.

[BibT_eX]

[DOI]

Intell. Data Anal., 2009

Discovering Emerging Graph Patterns from Chemicals.

[BibT_eX]

[DOI]

Guillaume Poezevara

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Condensed Representation of Sequential Patterns According to Frequency-Based Measures.

[BibT_eX]

[DOI]

Marc Plantevit

Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

Missing Values: Proposition of a Typology and Characterization with an Association Rule-Based Model.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 11th International Conference, 2009

2008

Constraint-Based Knowledge Discovery from SAGE Data.

[BibT_eX]

[DOI]

Silico Biol., 2008

Adequate condensed representations of patterns.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2008

2007

A Data Mining Formalization to Improve Hypergraph Minimal Transversal Computation.

[BibT_eX]

[DOI]

Alain Bretto

Fundam. Informaticae, 2007

Optimizing hypergraph transversal computation with an anti-monotone constraint.

[BibT_eX]

[DOI]

Alain Bretto

Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

A Unified View of Objective Interestingness Measures.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Extraction des Top-k Motifs par Approximer-et-Pousser.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

Exclusion-inclusion based text categorization of biomedical articles.

[BibT_eX]

[DOI]

Nadia Zerida

Proceedings of the 2007 ACM Symposium on Document Engineering, 2007

Discovering Knowledge from Local Patterns with Global Constraints.

[BibT_eX]

[DOI]

Proceedings of the Parallel Universes and Local Patterns, 01.05. - 04.05.2007, 2007

2006

Efficient Mining Under Rich Constraints Derived from Various Datasets.

[BibT_eX]

[DOI]

Jirí Kléma

Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

Mining Correct Properties in Incomplete Databases.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

Visualizing Transactional Data with Multiple Clusterings for Knowledge Discovery.

[BibT_eX]

[DOI]

Nicolas Durand

Einoshin Suzuki

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Combining linguistic and structural descriptors for mining biomedical literature.

[BibT_eX]

[DOI]

Nadia Zerida

Proceedings of the 2006 ACM Symposium on Document Engineering, 2006

Optimized Rule Mining Through a Unified Framework for Interestingness Measures.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

Mining Plausible Patterns from Genomic Data.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005

An Efficient Framework for Mining Flexible Constraints.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Exploiting Virtual Patterns for Automatically Pruning the Search Space.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Inductive Databases, 4th International Workshop, 2005

Optimizing Constraint-Based Mining by Automatically Relaxing Constraints.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Mining Frequent <i>delta</i>-Free Patterns in Large Databases.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 8th International Conference, 2005

2004

Introduction.

[BibT_eX]

[DOI]

Ingénierie des Systèmes d Inf., 2004

Fouille de textes hiérarchisée appliquée à la détection de fautes.

[BibT_eX]

[DOI]

Document Numérique, 2004

Condensed Representation of Emerging Patterns.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Condensed Representation of EPs and Patterns Quantified by Frequency-Based Measures.

[BibT_eX]

[DOI]

Proceedings of the KDID 2004, 2004

Représentation condensée en présence de valeurs manquantes.

[BibT_eX]

Proceedings of the Actes du XXIIème Congrès INFORSID, Biarritz, France, 25-28 mai, 2004, 2004

Représentation condensée de motifs émergents.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

2003

Recommendation System Based on the Discovery of Meaningful Categorical Clusters.

[BibT_eX]

[DOI]

Nicolas Durand

Luigi Lancieri

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Mining Concepts from Large SAGE Gene Expression Matrices.

[BibT_eX]

Proceedings of the Second International Workshop on Inductive Databases, 2003

Condensed Representations in Presence of Missing Values.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis V, 2003

Extraction d'associations entre marqueurs linguistiques pour la caractérisation de fautes d'Anglais.

[BibT_eX]

Leny Turmel

Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

Using transposition for pattern discovery from microarray data.

[BibT_eX]

[DOI]

Jérémy Besson

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.

[BibT_eX]

[DOI]

Dominique Fournier

Knowl. Based Syst., 2002

The Maximum Common Substructure as a Molecular Depiction in a Supervised Classification Context: Experiments in Quantitative Structure/Biodegradability Relationships.

[BibT_eX]

[DOI]

J. Chem. Inf. Comput. Sci., 2002

2001

Prédiction de la biodégradabilité des composés chimiques : un apport des méthodes d'arbre de décision.

[BibT_eX]

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.

[BibT_eX]

[DOI]

Nicolas Durand

M. Henry-Amar

Proceedings of the Artificial Intelligence Medicine, 2001

1999

MVC - a preprocessing method to deal with missing values.

[BibT_eX]

[DOI]

Arnaud Ragel

Knowl. Based Syst., 1999

1998

Treatment of Missing Values for Association Rules.

[BibT_eX]

[DOI]

Arnaud Ragel

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.

[BibT_eX]

[DOI]

Claudine Robert

Proceedings of the Artificial Intelligence Medicine, 1997

1996

Toward an Efficient Cross-Fertilization of Multiple Information Sources.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 1992

1991

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

[BibT_eX]

[DOI]