Entrepôts, Représentation et Ingénierie des Connaissances
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(53) Production(s) de VELCIN J.

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+ A Scalable Document-based Architecture for Text Analysis arxiv link

Auteur(s): Truică C.-O., Darmont J., Velcin J.

Conference: 12th International Conference on Advanced Data Mining and Applications (ADMA 2016) (Gold Coast, AU, 2016-12-12)
Actes de conférence: , vol. 10086 p.481-494 (2016)


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+ Shallow Text Clustering Does Not Mean Weak Topics: How Topic Identification Can Leverage Bigram Features hal link

Auteur(s): Velcin J., Roche Mathieu, Poncelet Pascal

Conference: DMNLP: Data Mining and Natural Language Processing (Riva del Garda, IT, 2016-09-23)
Actes de conférence: 3rd Workshop on Interactions between Data Mining and Natural Language Processing 2016co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2016), vol. 1646 p. (2016)


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+ Evolutionary clustering for categorical data using parametric links among multinomial mixture models hal link

Auteur(s): Hasnat M. A., Velcin J., Bonnevay S., Jacques J.

(Document sans référence bibliographique) 2016-03-14


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+ ClusPath: a temporal-driven clustering to infer typical evolution paths doi link

Auteur(s): Rizoiu M.-A., Velcin J., Bonnevay S., Lallich S.

(Article) Publié: Data Mining And Knowledge Discovery, vol. 30 p.1324 - 1349 (2016)


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+ Supervised Topic Models for Diagnosis Code Assignment to Discharge Summaries

Auteur(s): Dermouche M., Velcin J.(Corresp.), Flicoteaux Rémi, Chevret Sylvie, Taright Namik

Conference: Conference on Intelligent Text Processing and Computational Linguistics (Konya, TR, 2016-04-03)
Actes de conférence: , vol. p. ()


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+ Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models doi link

Auteur(s): Lumbreras A.(Corresp.), Velcin J., Guégan Marie, Jouve B.

(Article) Publié: Computational Statistics, vol. p. (2016)


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+ Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study hal link

Auteur(s): Hasnat M. A., Velcin J., Bonnevay S., Jacques J.

Conference: Intelligent Data Analysis (Saint Etienne, FR, 2015-10-22)
Actes de conférence: , vol. p. ()


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