Marie Chavent

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 5

Top Topics

Spatial Constraints

Hierarchical Clustering

Top Venues

Commun. Stat. Simul. Comput.

Publications

Marie Chavent, Guy Chavent
From explained variance of correlated components to PCA without orthogonality constraints. CoRR (2024)
Marie Chavent, Jérôme Lacaille, Alex Mourer, Madalina Olteanu
Handling Correlations in Random Forests: which Impacts on Variable Importance and Model Interpretability? ESANN (2021)
Marie Chavent, Robin Genuer, Jérôme Saracco
Combining clustering of variables and feature selection using random forests. Commun. Stat. Simul. Comput. 50 (2) (2021)
Marie Chavent, Jérôme Lacaille, Alex Mourer, Madalina Olteanu
Sparse K-means for mixed data via group-sparse clustering. ESANN (2020)
Marie Chavent, Vanessa Kuentz-Simonet, Amaury Labenne, Jérôme Saracco
ClustGeo: an R package for hierarchical clustering with spatial constraints. Comput. Stat. 33 (4) (2018)
Laurent Vezard, Pierrick Legrand, Marie Chavent, Frédérique Faïta-Aïnseba, Leonardo Trujillo
EEG classification for the detection of mental states. Appl. Soft Comput. 32 (2015)
Marie Chavent, Stéphane Girard, Vanessa Kuentz-Simonet, Benoit Liquet, Thi Mong Ngoc Nguyen, Jérôme Saracco
A sliced inverse regression approach for data stream. Comput. Stat. 29 (5) (2014)
Laurent Vezard, Marie Chavent, Pierrick Legrand, Frédérique Faïta-Aïnseba, Leonardo Trujillo
Detecting mental states of alertness with genetic algorithm variable selection. IEEE Congress on Evolutionary Computation (2013)
Adrien Todeschini, François Caron, Marie Chavent
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms. NIPS (2013)
Laurent Vezard, Pierrick Legrand, Marie Chavent, Frédérique Faïta-Aïnseba, Julien Clauzel
Classification de données EEG par algorithme évolutionnaire pour l'étude d'états de vigilance. EGC (2012)
Marie Chavent, Vanessa Kuentz-Simonet, Jérôme Saracco
Orthogonal rotation in PCAMIX. Adv. Data Anal. Classif. 6 (2) (2012)
Paula Brito, Marie Chavent
Divisive Monothetic Clustering for Interval and Histogram-valued Data. ICPRAM (1) (2012)
Julie Josse, Marie Chavent, Benoit Liquet, François Husson
Handling Missing Values with Regularized Iterative Multiple Correspondence Analysis. J. Classif. 29 (1) (2012)
Laurent Vezard, Pierrick Legrand, Marie Chavent, Frédérique Faïta-Aïnseba, Julien Clauzel, Leonardo Trujillo
Classification of EEG Signals by an Evolutionary Algorithm. EGC (best of volume) (2012)
Marie Chavent, Vanessa Kuentz, Jérôme Saracco
Analyse en Facteurs : présentation et comparaison des logiciels SAS, SPAD et SPSS. Monde des Util. Anal. Données 37 (2007)
Marie Chavent, Yves Lechevallier
Evaluation d'une approche de classification conceptuelle. EGC (2007)
Marie Chavent, Yves Lechevallier, Olivier Briant
DIVCLUS-T: A monothetic divisive hierarchical clustering method. Comput. Stat. Data Anal. 52 (2) (2007)
Francisco de A. T. de Carvalho, Renata M. C. R. de Souza, Marie Chavent, Yves Lechevallier
Adaptive Hausdorff distances and dynamic clustering of symbolic interval data. Pattern Recognit. Lett. 27 (3) (2006)
Marie Chavent, Francisco de A. T. de Carvalho, Yves Lechevallier, Rosanna Verde
New clustering methods for interval data. Comput. Stat. 21 (2) (2006)
Marie Chavent, Brigitte Patouille
Calcul des coefficients de régression et du PRESS en régression PLS1. Monde des Util. Anal. Données 30 (2003)
Marie Chavent, Chantal Lacombez, Alain Boudou, Régine Maury-Brachet
Contamination par le mercure et classification en écotoxicologie : Approche classique, approche symbolique. Monde des Util. Anal. Données 26 (2001)
Marie Chavent
A monothetic clustering method. Pattern Recognit. Lett. 19 (11) (1998)