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Dive into the research topics where Fabrice Rossi is active.

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Featured researches published by Fabrice Rossi.


Archive | 2008

Recent Advances in the Use of SVM for Functional Data Classification

Fabrice Rossi; Nathalie Villa

In the past years, several works were dealing with the use of Support Vector Machine (SVM) for classifying functional data. Here, we propose to give an overview of these works and to introduce a new result based on the use of smoothing conditions on the observed functions. The originality of this approach both lies in the fact that the consistency result allows to work with the derivatives of the function instead of the function itself but also that it is relative to the observed discretization and not to the entire knowledge of the functions.


the european symposium on artificial neural networks | 2009

Topologically Ordered Graph Clustering via Deterministic Annealing

Fabrice Rossi; Nathalie Villa


Journal de la Société Française de Statistique & revue de statistique appliquée | 2012

Représentation d’un grand réseau à partir d’une classification hiérarchique de ses sommets

Fabrice Rossi; Nathalie Villa-Vialaneix


International Medieval Congress (IMC 2011) | 2011

Exploration of a Large Database of French Charters with Social Network Methods

Fabrice Rossi; Nathalie Villa-Vialaneix; Florent Hautefeuille


Digital Diplomatics 2011 | 2011

Exploration of a large database of French notarial acts with social network methods

Fabrice Rossi; Nathalie Villa-Vialaneix; Florent Hautefeuille


World Congress on Genetics Applied to Livestock Production | 2010

The structure of a gene network reveals 7 biological sub-graphs underlying eQTLs in pig

Laurence Liaubet; Nathalie Villa-Vialaneix; Adrien Gamot; Fabrice Rossi; Pierre Cherel; Magali SanCristobal


Archive | 2017

Méthodes pour l’apprentissage de données massives

Nathalie Villa-Vialaneix; Fabrice Rossi


Colloque Configuration(s) | 2012

Exploration relationnelle d'un corpus d'actes notariés médiévaux

Nathalie Villa-Vialaneix; Fabrice Rossi; Florent Hautefeuille


II Simposio sobre Modelamiento Estadístico | 2010

Classification and regression based on derivatives : a consistency result

Nathalie Villa-Vialaneix; Fabrice Rossi


European Animal Disease Genomics Network of Excellence for Animal Health and Food Safety (EADGENE Days 2009) | 2009

Are gene networks always meaningful

Adrien Gamot; Nathalie Villa; Laurence Liaubet; Fabrice Rossi; Gwenola Tosser-Klopp; Pierre Cherel; Magali SanCristobal

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Adrien Gamot

Institut national de la recherche agronomique

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Laurence Liaubet

Institut national de la recherche agronomique

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Magali SanCristobal

Institut national de la recherche agronomique

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Nathalie Villa-Vialaneix

Institut de Mathématiques de Toulouse

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