21–22 juin 2018
Paris
Fuseau horaire Europe/Paris

Issues, Challenges and Models for Document Clustering

21 juin 2018, 16:30
30m
Amphi Risler (jeudi), Amphi Tisserand (vendredi) (Paris)

Amphi Risler (jeudi), Amphi Tisserand (vendredi)

Paris

AgroParisTech 16 rue Claude Bernard F-75231 Paris Cedex 05

Orateur

Prof. Mohamed Nadif (LIPADE / University of Paris Descartes)

Description

In recent years, document clustering or text clustering techniques have been receiving more and more attentions as a fundamental and efficient tool for organization and summarization of huge volumes of text documents. In this talk, I provide a detailed survey of the problem of document clustering. I discuss a number of recent advances in this area and in the clustering and co-clustering contexts. I review different approaches: spectral, nonnegative matrix factorization, mixture model and latent block model.

Auteur principal

Prof. Mohamed Nadif (LIPADE / University of Paris Descartes)

Documents de présentation

Aucun document.