Guillaume Cleuziou

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 8

Top Venues

EGC

SemEval@NAACL-HLT

Pattern Recognit. Lett.

Pattern Recognit.

University of Orléans, France (PHD)

Education History

University of Orléans, France

PHD

Publications

Guillaume Cleuziou, Frédéric Flouvat
Apprentissage d'embeddings de codes pour l'enseignement de la programmation : une approche fondée sur l'analyse des traces d'exécution. EGC (2021)
Guillaume Cleuziou, Frédéric Flouvat
Learning student program embeddings using abstract execution traces. EDM (2021)
Gaëtan Caillaut, Guillaume Cleuziou
Multi-instance learning of pretopological spaces to model complex propagation phenomena: Application to lexical taxonomy learning. Artif. Intell. 301 (2021)
Gaëtan Caillaut, Guillaume Cleuziou, Nicolas Dugué
Extraction de communautés ego-centrées par apprentissage supervisé d'espaces prétopologiques. EGC (2019)
Gaëtan Caillaut, Guillaume Cleuziou, Nicolas Dugué
Learning Pretopological Spaces to Extract Ego-Centered Communities. PAKDD (2) (2019)
Gaëtan Caillaut, Guillaume Cleuziou
Learning Pretopological Spaces to Model Complex Propagation Phenomena: A Multiple Instance Learning Approach Based on a Logical Modeling. CoRR (2018)
Gaëtan Caillaut, Guillaume Cleuziou
Apprentissage d'espaces prétopologiques dans un cadre multi-instance pour la structuration de données. EGC (2017)
Guillaume Cleuziou, Jose G. Moreno
QASSIT at SemEval-2016 Task 13: On the integration of Semantic Vectors in Pretopological Spaces for Lexical Taxonomy Acquisition. SemEval@NAACL-HLT (2016)
Guillaume Cleuziou, Gaël Dias
Learning Pretopological Spaces for Lexical Taxonomy Acquisition. ECML/PKDD (2) (2015)
Guillaume Cleuziou, Davide Buscaldi, Gaël Dias, Vincent Levorato, Christine Largeron
QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw Texts. SemEval@NAACL-HLT (2015)
Guillaume Cleuziou, Jose G. Moreno
Kernel methods for point symmetry-based clustering. Pattern Recognit. 48 (9) (2015)
Jose G. Moreno, Gaël Dias, Guillaume Cleuziou
Query log driven web search results clustering. SIGIR (2014)
Marie Arcadias, Guillaume Cleuziou, Edmond Lassalle, Christel Vrain
Apprentissage non supervisé de dépendances syntaxiques à partir de texte étiqueté, plusieurs variantes de PCFG légères. EGC (2014)
Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi
Generalization of c-means for identifying non-disjoint clusters with overlap regulation. Pattern Recognit. Lett. 45 (2014)
Guillaume Cleuziou
Passage aux noyaux en classification recouvrante. EGC (2014)
Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi
Généralisation des k-moyennes pour produire des recouvrements ajustables. EGC (2014)
Jose G. Moreno, Gaël Dias, Guillaume Cleuziou
Post-Retrieval Clustering Using Third-Order Similarity Measures. ACL (2) (2013)
Guillaume Cleuziou
Osom: A method for building overlapping topological maps. Pattern Recognit. Lett. 34 (3) (2013)
Davide Buscaldi, Guillaume Cleuziou, Gaël Dias, Vincent Levorato
Exploitation de l'asymétrie entre termes pour l'extraction automatique de taxonomies à partir de textes. EGC (2012)
Sébastien Régis, Andrei Doncescu, Makoto Takizawa, Guillaume Cleuziou
Initialization of Masses by the Okm for the Belief Function Theory: Application to System Biology. AINA Workshops (2012)
Jacques-Henri Sublemontier, Lionel Martin, Guillaume Cleuziou, Matthieu Exbrayat
Integrating Pairwise Constraints into Clustering Algorithms: Optimization-Based Approaches. ICDM Workshops (2011)
Guillaume Cleuziou, Davide Buscaldi, Vincent Levorato, Gaël Dias
A pretopological framework for the automatic construction of lexical-semantic structures from texts. CIKM (2011)
Guillaume Cleuziou, Gaël Dias, Vincent Levorato
Acquisition de structures lexico-sémantiques à partir de textes : un nouveau cadre de travail fondé sur une structuration prétopologique. EGC (2011)
Gaël Dias, Guillaume Cleuziou, David Machado
Informative Polythetic Hierarchical Ephemeral Clustering. Web Intelligence (2011)
Lionel Martin, Matthieu Exbrayat, Guillaume Cleuziou, Frédéric Moal
Interactive and Progressive Constraint Definition for Dimensionality Reduction and Visualization. EGC (best of volume) (2010)
Lionel Martin, Guillaume Cleuziou, Matthieu Exbrayat, Frédéric Moal
Intégration interactive de contraintes pour la réduction de dimensions et la visualisation. EGC (2010)
Guillaume Cleuziou
OSOM : un algorithme de construction de cartes topologiques recouvrantes. EGC (2010)
Guillaume Cleuziou
Two Variants of the OKM for Overlapping Clustering. EGC (best of volume) (2009)
Guillaume Cleuziou
OKMed et WOKM : deux variantes de OKM pour la classification recouvrante. EGC (2009)
Guillaume Cleuziou, Matthieu Exbrayat, Lionel Martin, Jacques-Henri Sublemontier
CoFKM: A Centralized Method for Multiple-View Clustering. ICDM (2009)
Guillaume Cleuziou, Jacques-Henri Sublemontier
Étude comparative de deux approches de classification recouvrante : Moc vs. Okm. EGC (2008)
Gaël Dias, Raycho Mukelov, Guillaume Cleuziou
Mapping General-Specific Noun Relationships to WordNet Hypernym/Hyponym Relations. EKAW (2008)
Gaël Dias, Raycho Mukelov, Guillaume Cleuziou
Fully Unsupervised Graph-Based Discovery of General-Specific Noun Relationships from Web Corpora Frequency Counts. CoNLL (2008)
Gaël Dias, Raycho Mukelov, Guillaume Cleuziou
Unsupervised Learning of General-Specific Noun Relations from the Web. FLAIRS Conference (2008)
Guillaume Cleuziou
An extended version of the k-means method for overlapping clustering. ICPR (2008)
Guillaume Cleuziou, Céline Poudat
On the Impact of Lexical and Linguistic Features in Genre- and Domain-Based Categorization. CICLing (2007)
Guillaume Cleuziou
OKM : une extension des k-moyennes pour la recherche de classes recouvrantes. EGC (2007)
João Cordeiro, Gaël Dias, Guillaume Cleuziou
Biology Based Alignments of Paraphrases for Sentence Compression. ACL-PASCAL@ACL (2007)
Céline Poudat, Guillaume Cleuziou, Viviane Clavier
Catégorisation de textes en domaines et genres. Complémentarité des indexations lexicale et morphosyntaxique. Document Numérique 9 (1) (2006)
Guillaume Cleuziou, Sylvie Billot, Stanislas Lew, Lionel Martin, Christel Vrain
A Proximity Measure and a Clustering Method for Concept Extraction in an Ontology Building Perspective. ISMIS (2006)
Guillaume Cleuziou, Sylvie Billot, Stanislas Lew, Lionel Martin, Christel Vrain
Une mesure de proximité et une méthode de regroupement pour l'aide à l'acquisition d'ontologies spécialisées. EGC (2006)
Guillaume Cleuziou, Lionel Martin, Christel Vrain
Structuring Natural Language Data by Learning Rewriting Rules. ILP (2006)
Guillaume Cleuziou
Regroupements non-disjoints de mots pour la classification de documents. CORIA (2004)
Guillaume Cleuziou, Lionel Martin, Viviane Clavier, Christel Vrain
DDOC: Overlapping Clustering of Words for Document Classification. SPIRE (2004)
Guillaume Cleuziou, Lionel Martin, Christel Vrain
PoBOC: An Overlapping Clustering Algorithm, Application to Rule-Based Classification and Textual Data. ECAI (2004)
Guillaume Cleuziou, Lionel Martin, Christel Vrain
PoBOC : un algorithme de "soft-clustering". Applications à l'apprentissage de règles et au traitement de données textuelles. EGC (2004)
Céline Poudat, Guillaume Cleuziou
Genre and Domain Processing in an Information Retrieval Perspective. ICWE (2003)
Guillaume Cleuziou, Lionel Martin, Christel Vrain
Disjunctive Learning with a Soft-Clustering Method. ILP (2003)

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Publication Activity (10 Years)

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Guillaume Cleuziou