Cathy Maugis

Most-cited papers

1. Variable Selection for Clustering with Gaussian Mixture Models

   Cathy Maugis, G. Celeux, M. Martin-Magniette

   2009Biometrics276 citations Open access

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2. Slope heuristics: overview and implementation

   Jean-Patrick Baudry, Cathy Maugis, B. Michel

   2011Statistics and computing259 citations Open access

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

   Cathy Maugis, G. Celeux, M. Martin-Magniette

   2009Computational Statistics & Data Analysis114 citations Open access

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4. A non asymptotic penalized criterion for Gaussian mixture model selection

   Cathy Maugis, B. Michel

   201185 citations Open access

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5. Variable selection in model-based discriminant analysis

   Cathy Maugis, G. Celeux, M. Martin-Magniette

   2011Journal of Multivariate Analysis53 citations Open access

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6. Data-driven penalty calibration : a case study for Gaussian mixture model selection

   Cathy Maugis, B. Michel

   201130 citations Open access

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7. Slope heuristics for variable selection and clustering via Gaussian mixtures

   Cathy Maugis, B. Michel

   200820 citations

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8. A Framework for Feature Selection in Clustering, Journal of the American Statistical Association, 105, 713―726

   G. Celeux, M. Martin-Magniette, Cathy Maugis, A. Raftery

   201110 citations

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9. Letter to the editor: ''{A} framework for feature selection in clustering''

   G. Celeux, M. Martin-Magniette, Cathy Maugis, A. Raftery

   20116 citations

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10. Clustering of co-expressed genes

    M. Martin-Magniette, Cathy Maugis, A. Rau

    20170 citations

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11. New Results - Classification in genomics

    G. Celeux, Cathy Maugis

    20090 citations

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12. New Results - Model selection in Regression and Classification

    Sylvain Arlot, Jean-Patrick Baudry, G. Celeux, Lionel Cucala +8 more

    20080 citations

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