Clément Car, André Gilles, Elen Goujon, Marie Laure Delignette-Muller, Luc Camoin, Sandrine Frelon, Pablo Burraco, Samuel Granjeaud, Emilie Baudelet, Stéphane Audebert, Germán Orizaola, Jean Armengaud, Arthur Tenenhaus, Imene Garali Zineddine, Jean-Marc Bonzom, Olivier Armant. Population transcriptogenomics highlights impaired metabolism and small population sizes in tree frogs living in the Chernobyl Exclusion Zone, 2023-12. (https://irsn.hal.science/irsn-04300523)
Daniel B Thomas, Aaron M T Harmer, Simone Giovanardi, Emma J Holvast, Cushla M Mcgoverin, Arthur Tenenhaus. Constructing a multiple‐part morphospace using a multiblock method, 2023-01. (https://hal.science/hal-03952473)
Fabien Girka, Etienne Camenen, Caroline Peltier, Arnaud Gloaguen, Vincent Guillemot, Laurent Le Brusquet, Arthur Tenenhaus. Multiblock data analysis with the RGCCA package, 2023. (https://hal.inrae.fr/hal-04094025)
Martine Vrijheid, Xavier Basagaña, Juan Gonzalez, Vincent Jaddoe, Genon Jensen, Hector Keun, Rosemary Mceachan, Joana Porcel, Valerie Siroux, Morris Swertz, Cathrine Thomsen, Gunn Marit Aasvang, Sandra Andrušaitytė, Karine Angeli, Demetris Avraam, Ferran Ballester, Paul Burton, Mariona Bustamante, Maribel Casas, Leda Chatzi, Cécile Chevrier, Natacha Cingotti, David Conti, Amélie Crépet, Payam Dadvand, Liesbeth Duijts, Esther van Enckevort, Ana Esplugues, Serena Fossati, Ronan Garlantézec, María Dolores Gómez Roig, Regina Grazuleviciene, Kristine Gützkow, Mònica Guxens, Sido Haakma, Ellen Hessel, Lesley Hoyles, Eleanor Hyde, Jana Klanova, Jacob van Klaveren, Andreas Kortenkamp, Laurent Le Brusquet, Ivonne Leenen, Aitana Lertxundi, Nerea Lertxundi, Christos Lionis, Sabrina Llop, Maria-Jose Lopez-Espinosa, Sarah Lyon-Caen, Lea Maitre, Dan Mason, Sandrine Mathy, Edurne Mazarico, Tim Nawrot, Mark Nieuwenhuijsen, Rodney Ortiz, Marie Pedersen, Josep Perelló, Míriam Pérez-Cruz, Claire Philippat, Pavel Piler, Costanza Pizzi, Joane Quentin, Lorenzo Richiardi, Adrian Rodriguez, Theano Roumeliotaki, José Manuel Sabin Capote, Leonardo Santiago, Susana Santos, Alexandros Siskos, Katrine Strandberg-Larsen, Nikos Stratakis, Jordi Sunyer, Arthur Tenenhaus, Marina Vafeiadi, Rebecca Wilson, John Wright, Tiffany Yang, Remy Slama. Advancing tools for human early lifecourse exposome research and translation (ATHLETE), 2021-10. (https://hal.science/hal-03419303)
Marcus Leung, Xinzhao Tong, Philippe Bastien, Florent Guinot, Arthur Tenenhaus, Brice Appenzeller, Richard Betts, Sakina Mezzache, Jing Li, Nasrine Bourokba, Lionel Breton, Cécile Clavaud, Patrick Lee. Changes of the human skin microbiota upon chronic exposure to polycyclic aromatic hydrocarbon pollutants, 2020-12. (https://hal.science/hal-03111196)
Sébastien Mulé, Julia Chalaye, François Legou, Arthur Tenenhaus, Julien Caldéraro, Athena Galletto Pregliasco, Alexis Laurent, Rym Kharrat, Giuliana Amaddeo, Hélène Regnault, Vania Tacher, Hicham Kobeiter, Emmanuel Itti, Alain Luciani. Hepatobiliary MR contrast agent uptake as a predictive biomarker of aggressive features on pathology and reduced recurrence-free survival in resectable hepatocellular carcinoma: comparison with dual-tracer 18F-FDG and 18F-FCH PET/CT, 2020-10. (https://hal.science/hal-03111135)
Arnaud Gloaguen, Cathy Philippe, Vincent Frouin, Giulia Gennari, Ghislaine Dehaene-Lambertz, Laurent Le Brusquet, Arthur Tenenhaus. Multiway generalized canonical correlation analysis, 2020-05-25. (https://hal.science/hal-03111117)
Lucie Brenet Defour, Sébastien Mulé, Arthur Tenenhaus, Tullio Piardi, Daniele Sommacale, Christine Hoeffel, Gerard Thiefin. Hepatocellular carcinoma: CT texture analysis as a predictor of survival after surgical resection, 2019-03. (https://hal.science/hal-03111127)
Vincent Guillemot, Derek Beaton, Arnaud Gloaguen, Tommy Lofstedt, Brian Levine, Nicolas Raymond, Arthur Tenenhaus, Hervé Abdi. A constrained singular value decomposition method that integrates sparsity and orthogonality, 2019. (https://hal.science/hal-02078111)
Laura Xicota, Farid Ichou, François-Xavier Lejeune, Benoit Colsch, Arthur Tenenhaus, Inka Leroy, Gaelle Fontaine, Marie Lhomme, Hugo Bertin, Marie-Odile Habert, Stéphane Epelbaum, Bruno Dubois, Fanny Mochel, Marie-Claude Potier. Multi-omics signature of brain amyloid deposition in asymptomatic individuals at-risk for Alzheimer's disease: The INSIGHT-preAD study, 2019. (https://hal.sorbonne-universite.fr/hal-02305609)
Sébastien Mulé, Frédéric Pigneur, Ronan Quelever, Arthur Tenenhaus, Laurence Baranes, Philippe R. Richard, Vania Tacher, Edouard Herin, Hugo Pasquier, Maxime Ronot, Alain Rahmouni, Valérie Vilgrain, Alain Luciani. Can dual-energy CT replace perfusion CT for the functional evaluation of advanced hepatocellular carcinoma?, 2018-05. (https://hal.science/hal-03111129)
Imene Garali, Isaac Mawusi Adanyeguh, Farid Ichou, Vincent Perlbarg, Alexandre Seyer, Benoit Colsch, Ivan Moszer, Vincent Guillemot, Alexandra Durr, Fanny Mochel, Arthur Tenenhaus. A strategy for multimodal data integration: application to biomarkers identification in spinocerebellar ataxia, 2017-07-03. (https://hal.science/hal-01630727)
El Chérif Ibrahim, Vincent Guillemot, Magali Comte, Arthur Tenenhaus, Xavier Yves Zendjidjian, Aida Cancel, Raoul Belzeaux, Florence Sauvanaud, Olivier Blin, Vincent Frouin, Eric Fakra. Modeling a linkage between blood transcriptional expression and activity in brain regions to infer the phenotype of schizophrenia patients, 2017. (https://amu.hal.science/hal-01583472)
Michel Tenenhaus, Arthur Tenenhaus, Patrick J. F. Groenen. Regularized Generalized Canonical Correlation Analysis: A Framework for Sequential Multiblock Component Methods, 2017. (https://hal.science/hal-01630730)
Arthur Tenenhaus, Michel Tenenhaus. Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis, 2014-10. (https://centralesupelec.hal.science/hal-01071421)
Arthur Tenenhaus, Cathy Philippe, Vincent Guillemot, Kim-Anh Lê Cao, Jacques Grill, Vincent Frouin. Variable Selection for Generalized Canonical Correlation Analysis, 2014-10. (https://centralesupelec.hal.science/hal-01071432)
Vincent Guillemot, Vincent Frouin, Philippe Pinel, Christophe Lalanne, Laura Trinchera, Arthur Tenenhaus, Antonio Moreno, Monica Zilbovicius, Thomas Bourgeron, Stanislas Dehaene, Bertrand Thirion, Jean-Baptiste Poline. Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares., 2012-10-15. (https://centralesupelec.hal.science/hal-00750902)
Vincent Guillemot, Arthur Tenenhaus, Laurent Le Brusquet, Vincent Frouin. Graph Constrained Discriminant Analysis: A New Method for the Integration of a Graph into a Classification Process, 2011-10. (https://centralesupelec.hal.science/hal-00648336)
Monika Jelizarow, Vincent Guillemot, Arthur Tenenhaus, K. Strimmer, Anne-Laure Boulesteix. Over-optimism in bioinformatics: an illustration, 2010-06. (https://centralesupelec.hal.science/hal-00514107)
Arthur Tenenhaus, Alex Nkengne, Jean-Francois Horn, Camille Serruys, Alain Giron, Bernard Fertil. Detection of melanoma from dermoscopic images of naevi acquired under uncontrolled conditions., 2010-02. (https://centralesupelec.hal.science/hal-00446575v2)
Arthur Tenenhaus, Vincent Guillemot, Xavier Gidrol, Vincent Frouin. Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on the PLS Regression, 2010. (https://centralesupelec.hal.science/hal-00486420)
Jérôme Rollin, Claire Bléchet, Sandra Régina, Arthur Tenenhaus, Serge Guyétant, Xavier Gidrol. The Intracellular Localization of ID2 Expression Has a Predictive Value in Non Small Cell Lung Cancer, 2009-01. (https://centralesupelec.hal.science/hal-00355599)
Arthur Tenenhaus, Alain Giron, Emmanuel Viennet, Michel Béra, Gilbert Saporta, Bernard Fertil. Kernel logistic PLS: a tool for supervised nonlinear dimensionality reduction and binary classification, 2007-05-01. (https://hal.science/hal-00152898)
Communication dans un congrès - 77 documents
Arthur Tenenhaus, Michel Tenenhaus, Theo Dijkstra. RGCCA for Structural Equation Modeling with Latent and Emergent Variables, 2023-11-08. (https://hal.science/hal-04502942)
Arthur Tenenhaus, Michel Tenenhaus, Theo Dijkstra. Structural Equation Modeling with Latent/Emergent Variables: RGCCAc, 2023-09-11. (https://hal.science/hal-04502913)
Lucas Sort, Fabien Girka, Laurent Le Brusquet, Arthur Tenenhaus. Décomposition PARAFAC pour données longitudinales, 2023-07-03. (https://hal.science/hal-04257688)
Abdelhak Boudehane, Laurent Albera, Arthur Tenenhaus, Laurent Le Brusquet, Remy Boyer. Schéma parallélisé-randomisé de la décomposition canonique polyadique pour la localisation de sources de courant intracérébral, 2022-09-06. (https://hal.univ-lille.fr/hal-03687065)
Arthur Tenenhaus, Nukhet Cavusoglu, Arbey Eric, Namita Misra, Philippe Bastien. Recent advances on Regularized Generalized Canonical Correlation Analysis. Applications to deciphering the chronic effects of urban pollution exposure., 2021-07-11. (https://hal.science/hal-03523432)
Arthur Tenenhaus, Michel Tenenhaus, Theo Dijkstra. Consistent and asymptotically normal RGCCA estimators for linear structural equations with latent variables (RGCCAc), 2021-06-01. (https://hal.science/hal-03523468)
Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Remy Boyer. Dictionary-based tensor-train sparse coding, 2021-01-18. (https://hal.univ-lille.fr/hal-02865345)
Caroline Peltier, Francois-Xavier Lejeune, Ivan Moszer, Arthur Tenenhaus. RGCCA with block-wise missing structure, 2020-07-02. (https://hal.science/hal-03111155)
Etienne Camenen, Arnaud Gloaguen, Francois-Xavier Lejeune, Ivan Moszer, Arthur Tenenhaus. Shiny and Galaxy interactive software for multi-source data analysis, 2020-07-02. (https://hal.science/hal-03111158)
Etienne Camenen, Caroline Peltier, Francois-Xavier Lejeune, Arthur Tenenhaus, Ivan Moszer. RGCCA Shiny, a graphical package for multimodal omics data analysis: application to Parkinson’s disease, 2020-06-30. (https://hal.science/hal-03111146)
Vincent Guillemot, Julie Le Borgne, Arnaud Gloaguen, Arthur Tenenhaus, Gilbert Saporta, Sylvie Chollet, Derek Beaton, Hervé Abdi. Sparse Multiple Correspondence Analysis, 2020-05-25. (https://pasteur.hal.science/pasteur-03037346)
Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Remy Boyer. Breaking the curse of dimensionality for coupled matrix-tensor factorization, 2019-12-15. (https://hal.science/hal-02417126)
S. Karkar, A. Gloaguen, Y. Le Guen, Morgane Pierre-Jean, Claire Dandine-Roulland, Edith Le Floch, C. Philippe, A. Tenenhaus, V. Frouin. Multivariate haplotype analysis of 96 sulci opening for 15,612 UK-Biobank subjects, 2019-04-08. (https://cea.hal.science/cea-02016827)
Arthur Tenenhaus, Arnaud Gloaguen, Laurent Le Brusquet, Cathy Philippe, Vincent Frouin. Three-Way Generalized Canonical Correlation Analysis, 2018-05-04. (https://hal.science/hal-03111188)
Arnaud Gloaguen, Cathy Philippe, Vincent Frouin, Laurent Le Brusquet, Arthur Tenenhaus. Multiway Generalized Canonical Correlation Analysis, 2018-01-30. (https://centralesupelec.hal.science/hal-01871151)
Nasrine Bourokba, Cécile Clavaud, Stéphanie Nouveau, Philippe Bastien, Arthur Tenenhaus. RGCCA for the analysis of Microbiome data, 2017-07-09. (https://hal.science/hal-01630747)
Alfred Baroulier, Mehdi Douch, Paul Messinesi, Laurent Le Brusquet, Gisela Lechuga, Arthur Tenenhaus. Modèle de durée pour données multivoie, 2017-05-29. (https://hal.science/hal-01474989)
Arnaud Gloaguen, Vincent Guillemot, Arthur Tenenhaus. An efficient algorithm to satisfy l1 and l2 constraints, 2017-05-29. (https://hal.science/hal-01630744)
Wacha Bounliphone, Arthur Gretton, Arthur Tenenhaus, Matthew Blaschko. A low variance consistent test of relative dependency, 2015-07-06. (https://inria.hal.science/hal-01005828v4)
Laurent Le Brusquet, Arthur Tenenhaus, Gisela Lechuga, Vincent Perlbarg, Louis Puybasset, Damien Galanaud. Une pénalité de groupe pour des données multivoie de grande dimension, 2015-06-01. (https://centralesupelec.hal.science/hal-01235986)
Cathy Philippe, Arthur Tenenhaus, Vincent Guillemot, Jacques Grill, Vincent Frouin. Multiblock analysis of omics and imaging data with variable selection, 2015-03-25. (https://inserm.hal.science/inserm-01145569)
Tommy Lofstedt, Fouad Hadj-Selem, Vincent Guillemot, Cathy Philippe, Edouard Duchesnay, Vincent Frouin, Arthur Tenenhaus. Structured variable selection for generalized canonical correlation analysis, 2014-05-26. (https://centralesupelec.hal.science/hal-01084048)
Gisela Lechuga, Laurent Le Brusquet, Vincent Perlbarg, Louis Puybasset, Damien Galanaud, Arthur Tenenhaus. Discriminant Analysis for Multi-way Data, 2014-05-26. (https://centralesupelec.hal.science/hal-01103853)
Arthur Tenenhaus, Michel Tenenhaus. Regularized generalized canonical correlation analysis for multiblock and multigroup data analysis, 2013-12-14. (https://centralesupelec.hal.science/hal-01068974)
Tzu-Yu Liu, Laura Trinchera, Arthur Tenenhaus, William B. Dennis, Alfred Hero. Global Criteria for Sparse Penalized Partial Least Squares, 2013-08-25. (https://centralesupelec.hal.science/hal-01071048)
Tzu-Yu Liu, Laura Trinchera, Arthur Tenenhaus, Dennis Wei, Alfred O. Hero. Global Criteria for Sparse Penalized Partial Least Squares, 2013-06-25. (https://centralesupelec.hal.science/hal-00869397)
Vincent Guillemot, Arthur Tenenhaus, Edouard Duchesnay, Jean-Baptiste Poline, Vincent Frouin. A multi-block approach in imaging genetics, 2013-01-22. (https://centralesupelec.hal.science/hal-00862310)
Hélène Langet, Cyril Riddell, Yves Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios. Compressed Sensing Dynamic Reconstruction in Rotational Angiography, 2012-10-01. (https://centralesupelec.hal.science/hal-00756119)
Hélène Langet, Cyril Riddell, Arthur Tenenhaus, Yves Trousset, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios. Tomographic Reconstruction with L1-Minimization Strategy for Rotational Angiography, 2012-08. (https://centralesupelec.hal.science/hal-00756446)
Y. Wazaefi, Arthur Tenenhaus, Alex Nkengne, Jean-Francois Horn, Alain Giron, Sébastien Paris, Bernard Fertil. The Impact of the Observation of Predictive Features on the Diagnosis of Pigmented Skin Lesions and the therapeutic decision, 2012-07-16. (https://centralesupelec.hal.science/hal-00756094)
Anne Bernard, Arthur Tenenhaus, Jean-François Zagury, Christiane Guinot, Gilbert Saporta. Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané, 2012-05-21. (https://centralesupelec.hal.science/hal-00752243)
Edith Le Floch, Laura Trinchera, Arthur Tenenhaus, Jean-Baptiste Poline, Vincent Frouin. Dimension reduction and regularisation combined with Partial Least Squares in high dimensional imaging-genetics studies, 2012-05-19. (https://centralesupelec.hal.science/hal-00752233)
Hélène Langet, C. Riddell, Y. Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios. Compressed sensing subtracted rotational angiography with multiple sparse penalty, 2012-05-02. (https://centralesupelec.hal.science/hal-00725950)
Anne Bernard, Arthur Tenenhaus, Jean-François Zagury, Gilbert Saporta, Christiane Guinot. Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes, 2012-01-31. (https://centralesupelec.hal.science/hal-00750918)
Hélène Langet, C. Riddell, Y. Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikolaos Paragios. Compressed Sensing Based 3D Tomographic Reconstruction for Rotational Angiography, 2011-09-18. (https://centralesupelec.hal.science/hal-00639437)
Vincent Guillemot, Monika Jelizarow, Arthur Tenenhaus, Anne-Laure Boulesteix. Shrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data, 2011-08-21. (https://centralesupelec.hal.science/hal-00647792)
Hélène Langet, C. Riddell, Y. Trousset, Elisabeth Lahalle, Arthur Tenenhaus, Gilles Fleury, Nikolaos Paragios. Sparsity constraints and dedicated acquisition protocols for improved Digital Subtraction Rotational Angiography, 2011-07-11. (https://centralesupelec.hal.science/hal-00639448)
Arthur Tenenhaus, Michel Tenenhaus. Comparaison entre l'analyse canonique généralisée régularisée et l'algorithme PLS pour l'analyse des tableaux multiples, 2011-05-23. (https://centralesupelec.hal.science/hal-00627606)
Jean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, Vincent Frouin. Imaging genetics: bio-informatics and bio-statistics challenges, 2010-08-23. (https://inria.hal.science/inria-00523236)
Laura Trinchera, Edith Le Floch, Arthur Tenenhaus. Variable Selection in Partial Least Squares Methods: overview and recent developments, 2010-07. (https://centralesupelec.hal.science/hal-00529791)
Laura Trinchera, Arthur Tenenhaus, V. Esposito Vinzi, Michel Tenenhaus. Correlated Component PLS-type Regression with variable selection feature for large datasets, 2010. (https://centralesupelec.hal.science/hal-00528664)
Vincent Guillemot, Arthur Tenenhaus, Vincent Frouin. Une variante des tests de sphéricité pour l'adéquation de données transcriptomiques à un graphe de régulations génétiques, 2009-06. (https://centralesupelec.hal.science/hal-00421943)
Vincent Guillemot, Laurent Le Brusquet, Arthur Tenenhaus, Vincent Frouin. Graph-Constrained Discriminant Analysis of functional genomics data, 2008-11. (https://centralesupelec.hal.science/hal-00346450)
Vincent Guillemot, Cathy Philippe, Arthur Tenenhaus, Jérôme Rollin, Vincent Frouin. Grouping levels of exposure with same observable effects before class prediction in toxicogenomics., 2008. (https://centralesupelec.hal.science/hal-00321714)
Arthur Tenenhaus, Alain Giron, Gilbert Saporta, Bernard Fertil. Kernel logistic PLS: a new tool for complex classification, 2005-05-17. (https://hal.science/hal-01125042)
Chapitre d'ouvrage - 6 documents
Caroline Peltier, Laurent Le Brusquet, François-Xavier Lejeune, Ivan Moszer, Arthur Tenenhaus. Missing Values in RGCCA: Algorithms and Comparisons, 2023-09. (https://hal.science/hal-04272129)
Gisela Lechuga, Laurent Le Brusquet, Vincent Perlbarg, Louis Puybasset, Damien Galanaud, Arthur Tenenhaus. Discriminant Analysis for Multiway Data, 2016. (https://centralesupelec.hal.science/hal-01235812)
Tommy Lofstedt, Fouad Hadj-Selem, Vincent Guillemot, Cathy Philippe, Edouard Duchesnay, Vincent Frouin, Arthur Tenenhaus. Structured Variable Selection for Regularized Generalized Canonical Correlation Analysis, The Multiple Facets of Partial Least Squares and Related Methods, 2016. (https://centralesupelec.hal.science/hal-01396614)
Edith Le Floch, Laura Trinchera, Vincent Guillemot, Arthur Tenenhaus, Jean-Baptiste Poline, Vincent Frouin, Edouard Duchesnay. Dimension Reduction and Regularization Combined with Partial Least Squares in High Dimensional Imaging Genetics Studies, 2013. (https://centralesupelec.hal.science/hal-01068983)
POSTER - 2 documents
Wacha Bounliphone, Arthur Gretton, Arthur Tenenhaus, Matthew B. Blaschko. Kernel non-parametric tests of relative dependency, 2015-12-12. (https://inria.hal.science/hal-01263194)
Anne Bernard, Arthur Tenenhaus, Jean-François Zagury, Gilbert Saporta, Christiane Guinot. Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes, 2012-02-01. (https://hal.science/hal-01125974)
Pré-publication, Document de travail - 2 documents
Tommy Lofstedt, Fouad Hadj-Selem, Vincent Guillemot, Cathy Philippe, Edouard Duchesnay, Vincent Frouin, Arthur Tenenhaus. Structured variable selection for generalized canonical correlation analysis, 2015-12-07. (https://centralesupelec.hal.science/hal-01238991)
Vincent Guillemot, Laurent Le Brusquet, Arthur Tenenhaus, Vincent Frouin. Analyse différentielle de puces à ADN. Comparaison entre méthodes wrapper et filter., 2007-10-16. (https://cea.hal.science/cea-00327206)
Thèse - 1 document
Arthur Tenenhaus. Apprentissage dans les espaces de grande dimension : Application à la caractérisation de tumeurs noires de la peau à partir d'images, 2006-12-08. (https://theses.hal.science/tel-00142439)
