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ORCIDGuillaume Cleuziou
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2020 – today
- 2024
[c43]Thibaut Martinet
, Guillaume Cleuziou, Matthieu Exbrayat, Frédéric Flouvat:
From Document to Program Embeddings: Can Distributional Hypothesis Really Be Used on Programming Languages? ECAI 2024: 2138-2145- 2021
- [j5]Gaëtan Caillaut, Guillaume Cleuziou:
Multi-instance learning of pretopological spaces to model complex propagation phenomena: Application to lexical taxonomy learning. Artif. Intell. 301: 103556 (2021) - [c42]Guillaume Cleuziou, Frédéric Flouvat:
Learning student program embeddings using abstract execution traces. EDM 2021 - [c41]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: 107-118
2010 – 2019
- 2019
- [c40]Gaëtan Caillaut, Guillaume Cleuziou, Nicolas Dugué:
Extraction de communautés ego-centrées par apprentissage supervisé d'espaces prétopologiques. EGC 2019: 117-128 - [c39]Gaëtan Caillaut, Guillaume Cleuziou, Nicolas Dugué:
Learning Pretopological Spaces to Extract Ego-Centered Communities. PAKDD (2) 2019: 488-500 - 2018
- [i1]Gaëtan Caillaut, Guillaume Cleuziou:
Learning Pretopological Spaces to Model Complex Propagation Phenomena: A Multiple Instance Learning Approach Based on a Logical Modeling. CoRR abs/1805.01278 (2018) - 2017
- [c38]Gaëtan Caillaut, Guillaume Cleuziou:
Apprentissage d'espaces prétopologiques dans un cadre multi-instance pour la structuration de données. EGC 2017: 369-374 - 2016
- [c37]Guillaume Cleuziou, José 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: 1315-1319 - 2015
- [b2]Guillaume Cleuziou:
Structuration de données par apprentissage non-supervisé : applications aux données textuelles. University of Orléans, France, 2015 - [j4]Guillaume Cleuziou, José G. Moreno:
Kernel methods for point symmetry-based clustering. Pattern Recognit. 48(9): 2812-2830 (2015) - [c36]Guillaume Cleuziou, Gaël Dias:
Learning Pretopological Spaces for Lexical Taxonomy Acquisition. ECML/PKDD (2) 2015: 493-508 - [c35]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: 955-959 - 2014
- [j3]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: 92-98 (2014) - [c34]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: 155-160 - [c33]Guillaume Cleuziou:
Passage aux noyaux en classification recouvrante. EGC 2014: 209-220 - [c32]Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi:
Généralisation des k-moyennes pour produire des recouvrements ajustables. EGC 2014: 221-232 - [c31]José G. Moreno, Gaël Dias, Guillaume Cleuziou:
Query log driven web search results clustering. SIGIR 2014: 777-786 - [e2]Guillaume Cleuziou, Cyril de Runz, Germain Forestier, Mustapha Lebbah:
Fouille de Données Complexes, 2014. Revue des Nouvelles Technologies de l'Information E-27, Hermann-Éditions 2014 [contents] - 2013
- [j2]Guillaume Cleuziou:
Osom: A method for building overlapping topological maps. Pattern Recognit. Lett. 34(3): 239-246 (2013) - [c30]José G. Moreno, Gaël Dias, Guillaume Cleuziou:
Post-Retrieval Clustering Using Third-Order Similarity Measures. ACL (2) 2013: 153-158 - 2012
- [c29]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: 1167-1171 - [c28]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: 345-356 - 2011
- [c27]Guillaume Cleuziou, Davide Buscaldi, Vincent Levorato, Gaël Dias:
A pretopological framework for the automatic construction of lexical-semantic structures from texts. CIKM 2011: 2453-2456 - [c26]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: 107-118 - [c25]Jacques-Henri Sublemontier, Lionel Martin, Guillaume Cleuziou, Matthieu Exbrayat:
Integrating Pairwise Constraints into Clustering Algorithms: Optimization-Based Approaches. ICDM Workshops 2011: 272-279 - [c24]Gaël Dias, Guillaume Cleuziou, David Machado:
Informative Polythetic Hierarchical Ephemeral Clustering. Web Intelligence 2011: 104-111 - [p1]Jacques-Henri Sublemontier, Guillaume Cleuziou, Matthieu Exbrayat, Lionel Martin:
Clustering multi-vues : une approche centralisée. Fouille de données complexes 2011: 101-122 - [e1]Guillaume Cleuziou, Mustapha Lebbah, Arnaud Martin, Boutheina Ben Yaghlane:
Fouille de données complexes. Complexité liée aux données multiples. RNTI E-21, Hermann-Éditions 2011 [contents] - 2010
- [c23]Guillaume Cleuziou:
OSOM : un algorithme de construction de cartes topologiques recouvrantes. EGC 2010: 97-108 - [c22]Lionel Martin, Matthieu Exbrayat, Guillaume Cleuziou, Frédéric Moal:
Interactive and Progressive Constraint Definition for Dimensionality Reduction and Visualization. EGC (best of volume) 2010: 121-136 - [c21]Lionel Martin, Guillaume Cleuziou, Matthieu Exbrayat, Frédéric Moal:
Intégration interactive de contraintes pour la réduction de dimensions et la visualisation. EGC 2010: 369-380
2000 – 2009
- 2009
- [c20]Guillaume Cleuziou:
Two Variants of the OKM for Overlapping Clustering. EGC (best of volume) 2009: 149-166 - [c19]Guillaume Cleuziou:
OKMed et WOKM : deux variantes de OKM pour la classification recouvrante. EGC 2009: 31-42 - [c18]Guillaume Cleuziou, Matthieu Exbrayat, Lionel Martin, Jacques-Henri Sublemontier:
CoFKM: A Centralized Method for Multiple-View Clustering. ICDM 2009: 752-757 - 2008
- [c17]Gaël Dias, Raycho Mukelov, Guillaume Cleuziou:
Fully Unsupervised Graph-Based Discovery of General-Specific Noun Relationships from Web Corpora Frequency Counts. CoNLL 2008: 97-104 - [c16]Gaël Dias, Raycho Mukelov, Guillaume Cleuziou:
Mapping General-Specific Noun Relationships to WordNet Hypernym/Hyponym Relations. EKAW 2008: 198-212 - [c15]Guillaume Cleuziou, Jacques-Henri Sublemontier:
Étude comparative de deux approches de classification recouvrante : Moc vs. Okm. EGC 2008: 667-678 - [c14]Gaël Dias, Raycho Mukelov, Guillaume Cleuziou:
Unsupervised Learning of General-Specific Noun Relations from the Web. FLAIRS 2008: 147-152 - [c13]Guillaume Cleuziou:
An extended version of the k-means method for overlapping clustering. ICPR 2008: 1-4 - 2007
- [c12]João Cordeiro, Gaël Dias, Guillaume Cleuziou:
Biology Based Alignments of Paraphrases for Sentence Compression. ACL-PASCAL@ACL 2007: 177-184 - [c11]Guillaume Cleuziou, Céline Poudat:
On the Impact of Lexical and Linguistic Features in Genre- and Domain-Based Categorization. CICLing 2007: 599-610 - [c10]Guillaume Cleuziou:
OKM : une extension des k-moyennes pour la recherche de classes recouvrantes. EGC 2007: 691-702 - 2006
- [j1]Céline Poudat, Guillaume Cleuziou, Viviane Clavier:
Catégorisation de textes en domaines et genres. Complémentarité des indexations lexicale et morphosyntaxique. Document Numérique 9(1): 61-76 (2006) - [c9]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: 163-174 - [c8]Guillaume Cleuziou, Lionel Martin, Christel Vrain:
Structuring Natural Language Data by Learning Rewriting Rules. ILP 2006: 125-138 - [c7]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: 697-706 - 2004
- [b1]Guillaume Cleuziou:
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). University of Orléans, France, 2004 - [c6]Guillaume Cleuziou:
Regroupements non-disjoints de mots pour la classification de documents. CORIA 2004: 41-56 - [c5]Guillaume Cleuziou, Lionel Martin, Christel Vrain:
PoBOC: An Overlapping Clustering Algorithm, Application to Rule-Based Classification and Textual Data. ECAI 2004: 440-444 - [c4]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: 217-228 - [c3]Guillaume Cleuziou, Lionel Martin, Viviane Clavier, Christel Vrain:
DDOC: Overlapping Clustering of Words for Document Classification. SPIRE 2004: 127-128 - 2003
- [c2]Céline Poudat, Guillaume Cleuziou:
Genre and Domain Processing in an Information Retrieval Perspective. ICWE 2003: 399-402 - [c1]Guillaume Cleuziou, Lionel Martin, Christel Vrain:
Disjunctive Learning with a Soft-Clustering Method. ILP 2003: 75-92
Coauthor Index
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