Classification of Segmental Wall Motion in Echocardiography Using Quantified Parametric Images. - Cinta Ruiz Dominguez; Nadjia Kachenoura; Sébastien Mulé; Arthur Tenenhaus; Annie Delouche; Olivier Nardi; Olivier Gérard; Benoit Diebold; Alain Herment; Frédérique Frouin (FIMH, 2005)

Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification. - Arthur Tenenhaus; Alain Giron; Emmanuel Viennet; Michel Béra; Gilbert Saporta; Bernard Fertil (Comput. Stat. Data Anal., 2007)

Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics. - Vincent Guillemot; Cathy Philippe; Arthur Tenenhaus; Jérôme Rollin; Xavier Gidrol; Vincent Frouin (BIOTECHNO, 2008)

Imaging Genetics: Bio-Informatics and Bio-Statistics Challenges. - Jean-Baptiste Poline; Christophe Lalanne; Arthur Tenenhaus; Edouard Duchesnay; Bertrand Thirion; Vincent Frouin (COMPSTAT, 2010)

Over-optimism in bioinformatics: an illustration. - Monika Jelizarow; Vincent Guillemot; Arthur Tenenhaus; Korbinian Strimmer; Anne-Laure Boulesteix (Bioinform., 2010)

Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression. - Arthur Tenenhaus; Vincent Guillemot; Xavier Gidrol; Vincent Frouin (IEEE ACM Trans. Comput. Biol. Bioinform., 2010)

Age prediction using a supervised facial model. - Alex Nkengne; Arthur Tenenhaus; Bernard Fertil (ISBI, 2011)

Compressed Sensing Based 3D Tomographic Reconstruction for Rotational Angiography. - Hélène Langet; Cyril Riddell; Yves Trousset; Arthur Tenenhaus; Elisabeth Lahalle; Gilles Fleury; Nikos Paragios (MICCAI (1), 2011)

Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes. - Anne Bernard; Arthur Tenenhaus; Jean-François Zagury; Gilbert Saporta; Christiane Guinot (EGC, 2012)

Discovering associations in high dimensional imaging-genetics data: A comparison study of dimension reduction and regularisation strategies combined with partial least squares. - Edith Le Floch; Philippe Pinel; Arthur Tenenhaus; Laura Trinchera; Jean-Baptiste Poline; Vincent Frouin; Edouard Duchesnay (ISBI, 2012)

Compressed sensing subtracted rotational angiography with multiple sparse penalty. - Hélène Langet; Cyril Riddell; Yves Trousset; Arthur Tenenhaus; Elisabeth Lahalle; Gilles Fleury; Nikos Paragios (ISBI, 2012)

Compressed Sensing Dynamic Reconstruction in Rotational Angiography. - Hélène Langet; Cyril Riddell; Yves Trousset; Arthur Tenenhaus; Elisabeth Lahalle; Gilles Fleury; Nikos Paragios (MICCAI (1), 2012)

Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. - Edith Le Floch; Vincent Guillemot; Vincent Frouin; Philippe Pinel; Christophe Lalanne; Laura Trinchera; Arthur Tenenhaus; Antonio Moreno; Monica Zilbovicius; Thomas Bourgeron; Stanislas Dehaene; Bertrand Thirion; et al. (NeuroImage, 2012)

Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis. - Arthur Tenenhaus; Michel Tenenhaus (Eur. J. Oper. Res., 2014)

A low variance consistent test of relative dependency. - Wacha Bounliphone; Arthur Gretton; Arthur Tenenhaus; Matthew B. Blaschko (ICML, 2015)

Kernel Generalized Canonical Correlation Analysis. - Arthur Tenenhaus; Cathy Philippe; Vincent Frouin (Comput. Stat. Data Anal., 2015)

Fast Non-Parametric Tests of Relative Dependency and Similarity. - Wacha Bounliphone; Eugene Belilovsky; Arthur Tenenhaus; Ioannis Antonoglou; Arthur Gretton; Matthew B. Blaschko (CoRR, 2016)

A strategy for multimodal data integration: application to biomarkers identification in spinocerebellar ataxia. - Imene Garali; Isaac M. Adanyeguh; Farid Ichou; Vincent Perlbarg; Alexandre Seyer; Benoit Colsch; Ivan Moszer; Vincent Guillemot; Alexandra Durr; Fanny Mochel; Arthur Tenenhaus (Briefings Bioinform., 2018)

Breaking the Curse of Dimensionality for Coupled Matrix-Tensor Factorization. - Abdelhak Boudehane; Yassine Zniyed; Arthur Tenenhaus; Laurent Le Brusquet; Rémy Boyer (CAMSAP, 2019)

Multivariate Haplotype Analysis Of 96 Sulci Opening For 15, 612 UK-Biobank Sujects. - Slim Karkar; Arnaud Gloaguen; Yann Le Guen; Morgane Pierre-Jean; Claire Dandine-Roulland; Edith Le Floch; Cathy Philippe; Arthur Tenenhaus; Vincent Frouin (ISBI, 2019)

Dictionary-Based Tensor-Train Sparse Coding. - Abdelhak Boudehane; Yassine Zniyed; Arthur Tenenhaus; Laurent Le Brusquet; Rémy Boyer (EUSIPCO, 2020)

Parallelization scheme for canonical polyadic decomposition of large-scale high-order tensors. - Abdelhak Boudehane; Laurent Albera; Arthur Tenenhaus; Laurent Le Brusquet; Rémy Boyer (Signal Process., 2022)

Batch Effect Correction in a Confounded Scenario: a Case Study on Gene Expression of Chornobyl Tree Frogs. - Elen Goujon; Olivier Armant; Clément Car; Jean-Marc Bonzom; Arthur Tenenhaus; Imène Garali (CMSB, 2024)

Tensor generalized canonical correlation analysis. - Fabien Girka; Arnaud Gloaguen; Laurent Le Brusquet; Violetta Zujovic; Arthur Tenenhaus (Inf. Fusion, 2024)

Learning Measurement Models via Subspace Identification and Clustering. - Shuyu Dong; Arthur Tenenhaus; Laurent Le Brusquet; Mohammed Nabil El Korso (SSP, 2025)

Multi-cohort machine learning identifies predictors of cognitive impairment in Parkinson's disease. - Rebecca Ting Jiin Loo; Lukas Pavelka; Graziella Mangone; Fouad Khoury; Marie Vidailhet; Jean-Christophe Corvol; Enrico Glaab; Geeta Acharya; Gloria Aguayo; Myriam Alexandre; Muhammad Ali; Wim Ammerlann; et al. (npj Digit. Medicine, 2025)