Application de méthodes de classification supervisée et intégration de données hétérogènes pour des données transcriptomiques à haut-débit
Vincent Guillemot
Sciences du Vivant [q-bio]. Université Paris Sud - Paris XI, 2010. Français.
⟨NNT : ⟩
Theses
tel-00481822v1
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A multi-block approach in imaging genetics
Vincent Guillemot
,
Arthur Tenenhaus
,
Edouard Duchesnay
,
Jean-Baptiste Poline
,
Vincent Frouin
9th International Imaging Genetics Conference , Jan 2013, Irvine, California, United States. pp.Poster 13
Conference papers
hal-00862310v1
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Structured variable selection for generalized canonical correlation analysis
Tommy Lofstedt
,
Fouad Hadj-Selem
,
Vincent Guillemot
,
Cathy Philippe
,
Edouard Duchesnay
,
et al.
PLS’14 , May 2014, Paris, France
Conference papers
hal-01084048v1
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Une variante des tests de sphéricité pour l'adéquation de données transcriptomiques à un graphe de régulations génétiques
Vincent Guillemot
,
Arthur Tenenhaus
,
Vincent Frouin
Journée Ouverte en Biologie et Mathématiques (JOBIM'09) , Jun 2009, Nantes, France. pp.219-220
Conference papers
hal-00421943v1
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Analyse différentielle de puces à ADN. Comparaison entre méthodes wrapper et filter.
Vincent Guillemot
,
Laurent Le Brusquet
,
Arthur Tenenhaus
,
Vincent Frouin
2007
Preprints, Working Papers, ...
cea-00327206v1
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Simulated Data for Linear Regression with Structured and Sparse Penalties
Tommy Lofstedt
,
Vincent Guillemot
,
Vincent Frouin
,
Edouard Duchesnay
,
Fouad Hadj-Selem
2014
Preprints, Working Papers, ...
cea-00914960v3
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The genetic architecture of language functional connectivity
Yasmina Mekki
,
Vincent Guillemot
,
Hervé Lemaître
,
Amaia Carrión-Castillo
,
Stephanie Forkel
,
et al.
Journal articles
hal-03566120v1
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Etude de la Pénalisation GraphNet en Analyse de Données Multi-blocs
Annabelle Beaudoin
,
Natalia Pietrosemoli
,
Cathy Philippe
,
Hervé Abdi
,
Vincent Guillemot
53èmes Journées de Statistiques , Jun 2022, Lyon, France
Conference papers
pasteur-04131938v1
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Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares.
Vincent Guillemot
,
Vincent Frouin
,
Philippe Pinel
,
Christophe Lalanne
,
Laura Trinchera
,
et al.
Journal articles
istex
hal-00750902v1
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Heritability of the language network using resting state fMRI data
Yasmina Mekki
,
Cathy Philippe
,
Vincent Guillemot
,
Hervé Lemaître
,
Vincent Frouin
COGNOMICS Conference 2019: Bridging Gaps , Sep 2019, Nijmegen, Netherlands
Conference poster
cea-02289470v1
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Structured variable selection for generalized canonical correlation analysis
Tommy Lofstedt
,
Fouad Hadj-Selem
,
Vincent Guillemot
,
Cathy Philippe
,
Edouard Duchesnay
,
et al.
2015
Preprints, Working Papers, ...
hal-01238991v1
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Use of pretransformation to cope with extreme values in important candidate features
Anne-Laure Boulesteix
,
Vincent Guillemot
,
W. Sauerbrei
Biometrical Journal , 2011, 53 (4), pp.673-688
Journal articles
hal-00623395v1
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Supplementary material: Continuation of Nesterov's Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging
Fouad Hadj-Selem
,
Tommy Löfstedt
,
Elvis Dohmatob
,
Vincent Frouin
,
Mathieu Dubois
,
et al.
2016
Preprints, Working Papers, ...
cea-01324021v4
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Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on the PLS Regression
Arthur Tenenhaus
,
Vincent Guillemot
,
Xavier Gidrol
,
Vincent Frouin
IEEE/ACM Transactions on Computational Biology and Bioinformatics , 2010, 7 (2), pp.251-262
Journal articles
hal-00486420v1
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Identification of differentially expressed genes: a comparison between wrapper and filter methods
Vincent Guillemot
,
Vincent Frouin
,
Laurent Le Brusquet
,
Gilles Fleury
Proceedings of the International Workshop on Machine Learning in Systems Biology , Sep 2007, Evry, France
Conference papers
hal-00257928v1
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Sparse Multiple Correspondence Analysis
Vincent Guillemot
,
Julie Le Borgne
,
Arnaud Gloaguen
,
Arthur Tenenhaus
,
Gilbert Saporta
,
et al.
52èmes Journées de Statistique , Société Française de Statistique (SFdS), May 2020, Nice, France. pp.830-835
Conference papers
pasteur-03037346v1
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Grouping levels of exposure with same observable effects before class prediction in toxicogenomics.
Vincent Guillemot
,
Cathy Philippe
,
Arthur Tenenhaus
,
Jérôme Rollin
,
Vincent Frouin
IEEE Computer Society, Biotechno08, International Conference on Bioinformatics, and Biomedical Technologies, Digital Library , 2008, France. pp. 164-169,
⟨10.1109/BIOTECHNO.2008.17⟩
Conference papers
hal-00321714v1
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Modeling a linkage between blood transcriptional expression and activity in brain regions to infer the phenotype of schizophrenia patients
El Chérif Ibrahim
,
Vincent Guillemot
,
Magali Comte
,
Arthur Tenenhaus
,
Xavier Yves Zendjidjian
,
et al.
Journal articles
hal-01583472v1
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Dimension Reduction and Regularization Combined with Partial Least Squares in High Dimensional Imaging Genetics Studies
Edith Le Floch
,
Laura Trinchera
,
Vincent Guillemot
,
Arthur Tenenhaus
,
Jean-Baptiste Poline
,
et al.
New Perspectives in Partial Least Squares and Related Methods , Springer, pp.147-158, 2013, Springer Proceedings in Mathematics & Statistics,
⟨10.1007/978-1-4614-8283-3_9⟩
Book sections
istex
hal-01068983v1
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Structured Variable Selection for Regularized Generalized Canonical Correlation Analysis, The Multiple Facets of Partial Least Squares and Related Methods
Tommy Lofstedt
,
Fouad Hadj-Selem
,
Vincent Guillemot
,
Cathy Philippe
,
Edouard Duchesnay
,
et al.
Springer Proceedings in Mathematics & Statistics , pp.129-139, 2016, The Multiple Facets of Partial Least Squares and Related Methods,
⟨10.1007/978-3-319-40643-5_10⟩
Book sections
hal-01396614v1
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Over-optimism in bioinformatics: an illustration
Monika Jelizarow
,
Vincent Guillemot
,
Arthur Tenenhaus
,
K. Strimmer
,
Anne-Laure Boulesteix
Bioinformatics , 2010, 26, pp.1990-1998
Journal articles
hal-00514107v1
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Multiblock Logistic Regression for High Dimensional Data
Cathy Philippe
,
Arthur Tenenhaus
,
Vincent Frouin
,
Vincent Guillemot
PLS 2014 , May 2014, Paris, France
Conference papers
hal-01103734v1
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Network regularization in imaging genetics improves prediction performances and model interpretability on Alzheimers's disease
Nicolas Guigui
,
C. Philippe
,
A. Gloaguen
,
S. Karkar
,
V. Guillemot
,
et al.
ISBI 2019 - Proceedings of the IEEE International Symposium on Biomedical Imaging , Apr 2019, Venice, Italy.
⟨10.1109/ISBI.2019.8759593⟩
Conference papers
cea-02016625v1
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Variable Selection for Generalized Canonical Correlation Analysis
Arthur Tenenhaus
,
Cathy Philippe
,
Vincent Guillemot
,
Kim-Anh Lê Cao
,
Jacques Grill
,
et al.
Journal articles
hal-01071432v1
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Graph-Constrained Discriminant Analysis of functional genomics data
Vincent Guillemot
,
Laurent Le Brusquet
,
Arthur Tenenhaus
,
Vincent Frouin
IEEE International Conference on Bioinformatics and Biomedicine Worshops , Nov 2008, Philadelphia, United States. pp. 207-210,
⟨10.1109/BIBMW.2008.4686237⟩
Conference papers
hal-00346450v1
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Graph Constrained Discriminant Analysis: A New Method for the Integration of a Graph into a Classification Process
Vincent Guillemot
,
Arthur Tenenhaus
,
Laurent Le Brusquet
,
Vincent Frouin
Journal articles
hal-00648336v1
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Introducing group-sparsity and orthogonality constraints in RGCCA
Vincent Guillemot
,
Arnaud Gloaguen
,
Arthur Tenenhaus
,
Cathy Philippe
,
Hervé Abdi
JdS2021 : 52èmes Journées de Statistique , Jun 2021, Nice, France
Conference papers
hal-03264640v1
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Continuation of Nesterov’s Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging
Fouad Hadj-Selem
,
Tommy Lofstedt
,
Elvis Dohmatob
,
Vincent Frouin
,
Mathieu Dubois
,
et al.
Journal articles
cea-01883286v1
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Multidimensional Approaches in the Study of Autistic Traits using Behavioral and Imaging Data
Angeline Mihailov
,
Cathy Philippe
,
Antoine Grigis
,
Vincent Guillemot
,
Charles Laidi
,
et al.
Organization of Human Brain Mapping , Jun 2019, Rome, Italy
Conference poster
cea-02289422v1
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Distance between homologous chromosomes results from chromosome positioning constraints
Claire Heride
,
Michelle Ricoul
,
Kiên Kiêu
,
Johann von Hase
,
Vincent Guillemot
,
et al.
Journal articles
hal-02663555v1
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