Permanent members
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Christophe Biernacki is Scientific leader of the MODAL team at INRIA Lille Nord-Europe and full professor at the Université de Lille 1
Research interests- Model-based classification and clustering
- Mixture models
- EM algorithm
- Model selection
- Biological applications
More on the Christophe Biernacki's main page
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Cristian Preda is full professor at Polytech'Lille
Research interests- Functional Data Analysis
- Scan Statistics. See for example the website of Martin Kuldorff http://www.satscan.org/
More on the Cristian Preda's main page
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Alain Celisse is associate professor at Département Informatique
Research interests- Model selection and tuning of statistical algorithms
- Resampling procedures, cross-validation and leave-p-out
- Multiple testing, False Discovery Rate (FDR)
- Density estimation and regression models, non-parametric statistics
- Applications to biology and computer vision (CGH profiles, microarray data, video segmentation,...)
More on the Alain Celisse 's main page
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Serge Iovleff is administrator of the STK++ project and associate professor at IUT "A"
Research interests- non-liear PCA
- dimension reduction and visualization
- scientific computation
More on the Serge Iovleff's main page
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Julien Jacques is associate professor at Polytech'Lille
Research interests- Statistical learning
- Adaptive methods
- Classification and Clustering
- Complex data : rank, ordinal
- Sensitivity analysis
More on the Julien Jacques's main page
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Guillemette Marot is associate professor at the Université de Lille 2 and reseacher at Inria
Research interests- variance-covariance modelling using shrinkage approache
- sequential analysis and meta-analysis applied to high dimensional data
- dimension reduction for wavelet-based curve clustering
- applications to microarrays
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Vincent Vandewalle is associate professor at the Département STID, IUT C Roubaix, Université de Lille 2
Research interests- Modèles de mélange pour la classification
- Apprentissage statistique
- Données biologiques
- Données manquantes
- Choix de modèle
More on the Vincent Vandewalle's main page
Engineer
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Parmeet Bhatia is engineer affiliated to the modal team for two years.
More on the Parmeet Bhatia's main page
Ph.D. Students
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Alexandre Lourme is ph.d. student under the supervision of Christophe Biernacki. Thesis: "Contribution à la Classification par Modèles de Mélange et Classification Simultanée d’Echantillons d’Origines Multiples"
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Loïc Yengo is ph.d. student under the supervision of Christophe Biernacki and Julien Jacques. Thesis: "Classification et sélection de variables en régression : application à l'étiologie génétique des maladies métaboliques"
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Julie Hamon is ph.d. student under the supervision of Julien Jacques and Clarisse Dhaenens. Thesis: "Analyse de données issues de génotypage haut débit : coopération entre statistique et optimisation combinatoire"