Guillaume Cleuziou

According to our database, Guillaume Cleuziou authored at least 52 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

From Document to Program Embeddings: Can Distributional Hypothesis Really Be Used on Programming Languages?

Thibaut Martinet, Guillaume Cleuziou, Matthieu Exbrayat, Frédéric Flouvat

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2021

Multi-instance learning of pretopological spaces to model complex propagation phenomena: Application to lexical taxonomy learning.

Gaëtan Caillaut, Guillaume Cleuziou

Artif. Intell., 2021

Apprentissage d'embeddings de codes pour l'enseignement de la programmation : une approche fondée sur l'analyse des traces d'exécution.

Guillaume Cleuziou, Frédéric Flouvat

Proceedings of the Extraction et Gestion des Connaissances, 2021

Learning student program embeddings using abstract execution traces.

Guillaume Cleuziou, Frédéric Flouvat

Proceedings of the 14th International Conference on Educational Data Mining, 2021

2019

Learning Pretopological Spaces to Extract Ego-Centered Communities.

Gaëtan Caillaut, Guillaume Cleuziou, Nicolas Dugué

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Extraction de communautés ego-centrées par apprentissage supervisé d'espaces prétopologiques.

Gaëtan Caillaut, Guillaume Cleuziou, Nicolas Dugué

Proceedings of the Extraction et Gestion des connaissances, 2019

2018

Learning Pretopological Spaces to Model Complex Propagation Phenomena: A Multiple Instance Learning Approach Based on a Logical Modeling.

Gaëtan Caillaut, Guillaume Cleuziou

CoRR, 2018

2017

Apprentissage d'espaces prétopologiques dans un cadre multi-instance pour la structuration de données.

Gaëtan Caillaut, Guillaume Cleuziou

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

2016

QASSIT at SemEval-2016 Task 13: On the integration of Semantic Vectors in Pretopological Spaces for Lexical Taxonomy Acquisition.

Guillaume Cleuziou, José G. Moreno

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

2015

Kernel methods for point symmetry-based clustering.

Guillaume Cleuziou, José G. Moreno

Pattern Recognit., 2015

QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw Texts.

Guillaume Cleuziou, Davide Buscaldi, Gaël Dias, Vincent Levorato, Christine Largeron

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Learning Pretopological Spaces for Lexical Taxonomy Acquisition.

Guillaume Cleuziou, Gaël Dias

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Structuration de données par apprentissage non-supervisé : applications aux données textuelles.

Guillaume Cleuziou

, 2015

2014

Generalization of c-means for identifying non-disjoint clusters with overlap regulation.

Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi

Pattern Recognit. Lett., 2014

Query log driven web search results clustering.

José G. Moreno, Gaël Dias, Guillaume Cleuziou

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Généralisation des k-moyennes pour produire des recouvrements ajustables.

Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Passage aux noyaux en classification recouvrante.

Guillaume Cleuziou

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Apprentissage non supervisé de dépendances syntaxiques à partir de texte étiqueté, plusieurs variantes de PCFG légères.

Marie Arcadias, Guillaume Cleuziou, Edmond Lassalle, Christel Vrain

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

2013

Osom: A method for building overlapping topological maps.

Guillaume Cleuziou

Pattern Recognit. Lett., 2013

Post-Retrieval Clustering Using Third-Order Similarity Measures.

José G. Moreno, Gaël Dias, Guillaume Cleuziou

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Exploitation de l'asymétrie entre termes pour l'extraction automatique de taxonomies à partir de textes.

Davide Buscaldi, Guillaume Cleuziou, Gaël Dias, Vincent Levorato

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

Initialization of Masses by the Okm for the Belief Function Theory: Application to System Biology.

Sébastien Régis, Andrei Doncescu, Makoto Takizawa, Guillaume Cleuziou

Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 2012

2011

Clustering multi-vues : une approche centralisée.

Jacques-Henri Sublemontier, Guillaume Cleuziou, Matthieu Exbrayat, Lionel Martin

Proceedings of the Fouille de données complexes. Complexité liée aux données multiples, 2011

Informative Polythetic Hierarchical Ephemeral Clustering.

Gaël Dias, Guillaume Cleuziou, David Machado

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Integrating Pairwise Constraints into Clustering Algorithms: Optimization-Based Approaches.

Jacques-Henri Sublemontier, Lionel Martin, Guillaume Cleuziou, Matthieu Exbrayat

Proceedings of the Data Mining Workshops (ICDMW), 2011

Acquisition de structures lexico-sémantiques à partir de textes : un nouveau cadre de travail fondé sur une structuration prétopologique.

Guillaume Cleuziou, Gaël Dias, Vincent Levorato

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

A pretopological framework for the automatic construction of lexical-semantic structures from texts.

Guillaume Cleuziou, Davide Buscaldi, Vincent Levorato, Gaël Dias

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Interactive and Progressive Constraint Definition for Dimensionality Reduction and Visualization.

Lionel Martin, Matthieu Exbrayat, Guillaume Cleuziou, Frédéric Moal

Proceedings of the Advances in Knowledge Discovery and Management, 2010

Intégration interactive de contraintes pour la réduction de dimensions et la visualisation.

Lionel Martin, Guillaume Cleuziou, Matthieu Exbrayat, Frédéric Moal

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

OSOM : un algorithme de construction de cartes topologiques recouvrantes.

Guillaume Cleuziou

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

2009

CoFKM: A Centralized Method for Multiple-View Clustering.

Guillaume Cleuziou, Matthieu Exbrayat, Lionel Martin, Jacques-Henri Sublemontier

Proceedings of the ICDM 2009, 2009

OKMed et WOKM : deux variantes de OKM pour la classification recouvrante.

Guillaume Cleuziou

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

Two Variants of the OKM for Overlapping Clustering.

Guillaume Cleuziou

Proceedings of the Advances in Knowledge Discovery and Management [Best of EGC 2009, 2009

2008

An extended version of the k-means method for overlapping clustering.

Guillaume Cleuziou

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Unsupervised Learning of General-Specific Noun Relations from the Web.

Gaël Dias, Raycho Mukelov, Guillaume Cleuziou

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

Étude comparative de deux approches de classification recouvrante : Moc vs. Okm.

Guillaume Cleuziou, Jacques-Henri Sublemontier

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

Mapping General-Specific Noun Relationships to WordNet Hypernym/Hyponym Relations.

Gaël Dias, Raycho Mukelov, Guillaume Cleuziou

Proceedings of the Knowledge Engineering: Practice and Patterns, 2008

Fully Unsupervised Graph-Based Discovery of General-Specific Noun Relationships from Web Corpora Frequency Counts.

Gaël Dias, Raycho Mukelov, Guillaume Cleuziou

Proceedings of the Twelfth Conference on Computational Natural Language Learning, 2008

2007

OKM : une extension des k-moyennes pour la recherche de classes recouvrantes.

Guillaume Cleuziou

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

On the Impact of Lexical and Linguistic Features in Genre- and Domain-Based Categorization.

Guillaume Cleuziou, Céline Poudat

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

Biology Based Alignments of Paraphrases for Sentence Compression.

João Cordeiro, Gaël Dias, Guillaume Cleuziou

Proceedings of the ACL-PASCAL@ACL 2007 Workshop on Textual Entailment and Paraphrasing, 2007

2006

Catégorisation de textes en domaines et genres. Complémentarité des indexations lexicale et morphosyntaxique.

Céline Poudat, Guillaume Cleuziou, Viviane Clavier

Document Numérique, 2006

A Proximity Measure and a Clustering Method for Concept Extraction in an Ontology Building Perspective.

Guillaume Cleuziou, Sylvie Billot, Stanislas Lew, Lionel Martin, Christel Vrain

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

Structuring Natural Language Data by Learning Rewriting Rules.

Guillaume Cleuziou, Lionel Martin, Christel Vrain

Proceedings of the Inductive Logic Programming, 16th International Conference, 2006

Une mesure de proximité et une méthode de regroupement pour l'aide à l'acquisition d'ontologies spécialisées.

Guillaume Cleuziou, Sylvie Billot, Stanislas Lew, Lionel Martin, Christel Vrain

Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

2004

Une méthode de classification non-supervisée pour l'apprentissage de règles et la recherche d'information. (A Clustering method for rules learning and information retrieval).

Guillaume Cleuziou

PhD thesis, 2004

DDOC: Overlapping Clustering of Words for Document Classification.

Guillaume Cleuziou, Lionel Martin, Viviane Clavier, Christel Vrain

Proceedings of the String Processing and Information Retrieval, 2004

PoBOC : un algorithme de "soft-clustering". Applications à l'apprentissage de règles et au traitement de données textuelles.

Guillaume Cleuziou, Lionel Martin, Christel Vrain

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

PoBOC: An Overlapping Clustering Algorithm, Application to Rule-Based Classification and Textual Data.

Guillaume Cleuziou, Lionel Martin, Christel Vrain

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Regroupements non-disjoints de mots pour la classification de documents.

Guillaume Cleuziou

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2004

2003

Disjunctive Learning with a Soft-Clustering Method.

Guillaume Cleuziou, Lionel Martin, Christel Vrain

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

Genre and Domain Processing in an Information Retrieval Perspective.

Céline Poudat, Guillaume Cleuziou

Proceedings of the Web Engineering, International Conference, 2003