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2020 – today
- 2024
[i1]Marie Chavent, Guy Chavent:
From explained variance of correlated components to PCA without orthogonality constraints. CoRR abs/2402.04692 (2024)- 2021
- [j13]Marie Chavent, Robin Genuer, Jérôme Saracco:
Combining clustering of variables and feature selection using random forests. Commun. Stat. Simul. Comput. 50(2): 426-445 (2021) - [c8]Marie Chavent, Jérôme Lacaille, Alex Mourer, Madalina Olteanu:
Handling Correlations in Random Forests: which Impacts on Variable Importance and Model Interpretability? ESANN 2021 - 2020
- [c7]Marie Chavent, Jérôme Lacaille, Alex Mourer, Madalina Olteanu:
Sparse K-means for mixed data via group-sparse clustering. ESANN 2020: 235-240
2010 – 2019
- 2018
- [j12]Marie Chavent
, Vanessa Kuentz-Simonet, Amaury Labenne, Jérôme Saracco:
ClustGeo: an R package for hierarchical clustering with spatial constraints. Comput. Stat. 33(4): 1799-1822 (2018) - 2015
- [j11]Laurent Vézard, Pierrick Legrand, Marie Chavent, Frédérique Faïta-Aïnseba, Leonardo Trujillo:
EEG classification for the detection of mental states. Appl. Soft Comput. 32: 113-131 (2015) - 2014
- [j10]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): 1129-1152 (2014) - 2013
- [c6]Laurent Vézard, 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: 1247-1254 - [c5]Adrien Todeschini, François Caron, Marie Chavent:
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms. NIPS 2013: 845-853 - 2012
- [j9]Marie Chavent, Vanessa Kuentz-Simonet, Jérôme Saracco:
Orthogonal rotation in PCAMIX. Adv. Data Anal. Classif. 6(2): 131-146 (2012) - [j8]Julie Josse, Marie Chavent, Benoit Liquet, François Husson:
Handling Missing Values with Regularized Iterative Multiple Correspondence Analysis. J. Classif. 29(1): 91-116 (2012) - [c4]Laurent Vézard, Pierrick Legrand, Marie Chavent, Frédérique Faïta-Aïnseba, Julien Clauzel, Leonardo Trujillo:
Classification of EEG Signals by an Evolutionary Algorithm. EGC (best of volume) 2012: 133-153 - [c3]Laurent Vézard, 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: 189-200 - [c2]Paula Brito, Marie Chavent:
Divisive Monothetic Clustering for Interval and Histogram-valued Data. ICPRAM (1) 2012: 229-234
2000 – 2009
- 2007
- [j7]Marie Chavent, Yves Lechevallier, Olivier Briant:
DIVCLUS-T: A monothetic divisive hierarchical clustering method. Comput. Stat. Data Anal. 52(2): 687-701 (2007) - [j6]Marie Chavent, Vanessa Kuentz, Jérôme Saracco:
Analyse en Facteurs : présentation et comparaison des logiciels SAS, SPAD et SPSS. Monde des Util. Anal. Données 37: 1-30 (2007) - [c1]Marie Chavent, Yves Lechevallier:
Evaluation d'une approche de classification conceptuelle. EGC 2007: 671-678 - 2006
- [j5]Marie Chavent, Francisco de A. T. de Carvalho, Yves Lechevallier, Rosanna Verde:
New clustering methods for interval data. Comput. Stat. 21(2): 211-229 (2006) - [j4]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): 167-179 (2006) - [p1]Marie Chavent, Yves Lechevallier:
Empirical Comparison of a Monothetic Divisive Clustering Method with the Ward and the k-means Clustering Methods. Data Science and Classification 2006: 83-90 - 2003
- [j3]Marie Chavent, Brigitte Patouille:
Calcul des coefficients de régression et du PRESS en régression PLS1. Monde des Util. Anal. Données 30: 1-11 (2003) - 2001
- [j2]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: 19-32 (2001)
1990 – 1999
- 1998
- [j1]Marie Chavent:
A monothetic clustering method. Pattern Recognit. Lett. 19(11): 989-996 (1998)
Coauthor Index
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