Concepedia

Cathy Maugis

CM

Statistics

Publications

7

Citations

708

H-Index

7

Active since

2008

Affiliations

Institut National des Sciences Appliquées de Toulouse(Current)

Centre National de la Recherche Scientifique

Institut de Mathématiques de Toulouse

Centre Inria de Saclay

Cathy Maugis is an author at Institut National des Sciences Appliquées de Toulouse specializing in engineering, statistics, and feature selection.

Top concepts

EngineeringStatisticsFeature SelectionStatistical InferenceData ScienceMixture ModelsKnowledge DiscoveryFunctional Data AnalysisManagementData Mining

Publications per year

2008–2011

7

Publications

7

Variable Selection for Clustering with Gaussian Mixture Models

Cathy Maugis, Gilles Celeux, Marie‐Laure Martin‐Magniette · Biometrics · 2009 · 254 citations

Slope heuristics: overview and implementation

Jean-Patrick Baudry, Cathy Maugis, Bertrand Michel · Statistics and Computing · 2011 · 201 citations

Engineering, Heuristic (Computer Science), Intelligent Optimization +6

Variable selection in model-based clustering: A general variable role modeling

Cathy Maugis, Gilles Celeux, Marie‐Laure Martin‐Magniette · Computational Statistics & Data Analysis · 2009 · 100 citations

Engineering, High-dimensional Method, Data Science +9

A non asymptotic penalized criterion for Gaussian mixture model selection

Cathy Maugis, Bertrand Michel · ESAIM Probability and Statistics · 2009 · 62 citations · Full text

Mathematical Programming, Mixture Distribution, Engineering +13

Variable selection in model-based discriminant analysis

Cathy Maugis, Gilles Celeux, Marie‐Laure Martin‐Magniette · Journal of Multivariate Analysis · 2011 · 53 citations

Engineering, High-dimensional Method, Knowledge Discovery +5

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