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Structural Equation Modeling with Latent/Emergent Variables: RGCCAc

Arthur Tenenhaus , Michel Tenenhaus , Theo Dijkstra
14th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society, Sep 2023, Salerno (Italy), Italy
Communication dans un congrès hal-04502913v1
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A low variance consistent test of relative dependency

Wacha Bounliphone , Arthur Gretton , Arthur Tenenhaus , Matthew Blaschko
International Conference on Machine Learning, Jul 2015, Lille, France
Communication dans un congrès hal-01005828v4
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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⟩
Communication dans un congrès hal-00346450v1
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Variable Selection in Partial Least Squares Methods: overview and recent developments

Laura Trinchera , Edith Le Floch , Arthur Tenenhaus
International Symposium on Business and Industrial Statistics (ISBI'10), Jul 2010, Portoroz, Slovenia. pp.102
Communication dans un congrès hal-00529791v1

Globally Sparse PLS Regression

Tzu-Yu Liu , Laura Trinchera , Arthur Tenenhaus , William B. Dennis , Alfred Hero
PLS'12, May 2012, Houston, Afghanistan. CD-ROM Proceedings (8 p.)
Communication dans un congrès hal-00750939v1

Can dual-energy CT replace perfusion CT for the functional evaluation of advanced hepatocellular carcinoma?

Sébastien Mulé , Frédéric Pigneur , Ronan Quelever , Arthur Tenenhaus , Laurence Baranes , et al.
European Radiology, 2018, 28 (5), pp.1977-1985. ⟨10.1007/s00330-017-5151-y⟩
Article dans une revue hal-03111129v1

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
PLoS ONE, 2011, 6 (10), pp.e26146. ⟨10.1371/journal.pone.0026146⟩
Article dans une revue hal-00648336v1

Nonlinear diffusion constraints for reconstructing subsampled rotational angiography data

Hélène Langet , Aymeric Reshef , Cyril Riddell , Yves Trousset , Arthur Tenenhaus , et al.
Fully3D 2013, Jun 2013, Lake Tahoe, California, United States. pp.38-41
Communication dans un congrès hal-00933983v1
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The Intracellular Localization of ID2 Expression Has a Predictive Value in Non Small Cell Lung Cancer

Jérôme Rollin , Claire Bléchet , Sandra Régina , Arthur Tenenhaus , Serge Guyétant , et al.
PLoS ONE, 2009, 4 (1), p. e4158 (7 p.)
Article dans une revue hal-00355599v1

Generalized multiple-set Kernel CCA

Arthur Tenenhaus
3rd International Conference on the European Research Consortium for Informatics and Mathematics (ERCIM'10), 2010, London, United Kingdom
Communication dans un congrès hal-00526490v1

Schéma parallélisé-randomisé de la décomposition canonique polyadique pour la localisation de sources de courant intracérébral

Abdelhak Boudehane , Laurent Albera , Arthur Tenenhaus , Laurent Le Brusquet , Remy Boyer
GRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès hal-03687065v1

Regularized generalized canonical correlation analysis for multiblock and multigroup data analysis

Arthur Tenenhaus , Michel Tenenhaus
6th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2013, London, United Kingdom
Communication dans un congrès hal-01068974v1
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Kernel PLS path modelling

Arthur Tenenhaus
6th International Conference on Partial Least Squares and Related (PLS'09), Sep 2009, Beijing, China. pp.13-16
Communication dans un congrès hal-00441038v1

RGCCA for the analysis of Microbiome data

Nasrine Bourokba , Cécile Clavaud , Stéphanie Nouveau , Philippe Bastien , Arthur Tenenhaus
61th World Statistics Congress of the International Statistical Institute (ISI 2017), Jul 2017, Marrakech, Morocco
Communication dans un congrès hal-01630747v1

Multiphase Liver MRI for Identifying the Macrotrabecular-Massive Subtype of Hepatocellular Carcinoma

Sébastien Mulé , Athena Galletto Pregliasco , Arthur Tenenhaus , Rym Kharrat , Giuliana Amaddeo , et al.
Radiology, 2020, 295 (3), pp.562-571. ⟨10.1148/radiol.2020192230⟩
Article dans une revue hal-03111132v1

Three-way Regularized Generalized Canonical Correlation Analysis

Arthur Tenenhaus , Laurent Le Brusquet
In ThRee-way methods In Chemistry And Psychology (TRICAP), Jun 2015, PECOL, Italy
Communication dans un congrès hal-01235991v1

Generative adversarial networks (GAN)-based data augmentation of rare liver cancers: The SFR 2021 Artificial Intelligence Data Challenge

Sébastien Mulé , Littisha Lawrance , Younes Belkouchi , Valérie Vilgrain , Maité Lewin , et al.
Diagnostic and Interventional Imaging, 2023, 104 (1), pp.43-48. ⟨10.1016/j.diii.2022.09.005⟩
Article dans une revue hal-03907631v1

Regularized Generalized Canonical Correlation Analysis for the joint analysis of several datasets

Arthur Tenenhaus
Statistical Method for Post-Genomic Data (SMPGD'12), Jan 2012, Lyon, France
Communication dans un congrès hal-00756427v1

Age prediction using a supervised facial model

Alex Nkengne , Arthur Tenenhaus , Bernard Fertil
IEEE International Symposium on Biomedical Imaging : From Nano to Macro (ISBI'11), Mar 2011, Chicago, United States. pp.1183-1188
Communication dans un congrès hal-00627611v1
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Analyse canonique généralisée régularisée et approche PLS

Arthur Tenenhaus , Michel Tenenhaus
42èmes Journées de Statistique, 2010, Marseille, France, France
Communication dans un congrès inria-00494675v1

Compressed Sensing Based 3D Tomographic Reconstruction for Rotational Angiography

Hélène Langet , C. Riddell , Y. Trousset , Arthur Tenenhaus , Elisabeth Lahalle , et al.
14th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'11), Sep 2011, Toronto, Canada. pp.97-104
Communication dans un congrès hal-00639437v1
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Regularized Generalized Canonical Correlation Analysis and PLS Path Modeling

Arthur Tenenhaus
SIS 2013 Statistical Conference, Jun 2013, Brescia, Italy. pp.448
Communication dans un congrès hal-00869374v1

Hepatocellular carcinoma: CT texture analysis as a predictor of survival after surgical resection

Lucie Brenet Defour , Sébastien Mulé , Arthur Tenenhaus , Tullio Piardi , Daniele Sommacale , et al.
European Radiology, 2019, 29 (3), pp.1231-1239. ⟨10.1007/s00330-018-5679-5⟩
Article dans une revue hal-03111127v1
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Globally sparse PLS regression

Tzu-Yu Liu , Laura Trinchera , Arthur Tenenhaus , Dennis Wei , Alfred Hero
New perspectives in Partial Least Squares and Related Methods, Springer, pp.117-127, 2013, Springer Proceedings in Mathematics & Statistics, ⟨10.1007/978-1-4614-8283-3_7⟩
Chapitre d'ouvrage hal-01069009v1
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Discriminant Analysis for Multi-way Data

Gisela Lechuga , Laurent Le Brusquet , Vincent Perlbarg , Louis Puybasset , Damien Galanaud , et al.
PLS 2014, May 2014, Paris, France. 2 p
Communication dans un congrès hal-01103853v1
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Kernel logistic PLS: a new tool for complex classification

Arthur Tenenhaus , Alain Giron , Gilbert Saporta , Bernard Fertil
ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis, May 2005, Brest, France. pp.441-451
Communication dans un congrès hal-01125042v1

Advances on RGCCA

Arthur Tenenhaus
Three-way methods In Chemistry And Psychology (TRICAP), 2018, New Mexico, United States
Communication dans un congrès hal-03111191v1

RGCCA Shiny, a graphical package for multimodal omics data analysis: application to Parkinson’s disease

Etienne Camenen , Caroline Peltier , Francois-Xavier Lejeune , Arthur Tenenhaus , Ivan Moszer
Journées Ouvertes de Biologie, Informatique et Mathématique, Jun 2020, Montpellier, France
Communication dans un congrès hal-03111146v1
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A constrained singular value decomposition method that integrates sparsity and orthogonality

Vincent Guillemot , Derek Beaton , Arnaud Gloaguen , Tommy Lofstedt , Brian Levine , et al.
PLoS ONE, 2019, 14 (3), pp.e0211463. ⟨10.1371/journal.pone.0211463⟩
Article dans une revue hal-02078111v1

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.
NeuroImage, 2012, 63 (1), pp.11-24. ⟨10.1016/j.neuroimage.2012.06.061⟩
Article dans une revue istex hal-00750902v1