Arthur Tenenhaus

According to our database, Arthur Tenenhaus authored at least 24 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Tensor generalized canonical correlation analysis.

Fabien Girka, Arnaud Gloaguen, Laurent Le Brusquet, Violetta Zujovic, Arthur Tenenhaus

Inf. Fusion, February, 2024

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

Proceedings of the Computational Methods in Systems Biology, 2024

2022

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

2020

Dictionary-Based Tensor-Train Sparse Coding.

Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer

Proceedings of the 28th European Signal Processing Conference, 2020

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

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Breaking the Curse of Dimensionality for Coupled Matrix-Tensor Factorization.

Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

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

2016

Fast Non-Parametric Tests of Relative Dependency and Similarity.

Wacha Bounliphone, Eugene Belilovsky, Arthur Tenenhaus, Ioannis Antonoglou, Arthur Gretton, Matthew B. Blaschko

CoRR, 2016

2015

Kernel Generalized Canonical Correlation Analysis.

Arthur Tenenhaus, Cathy Philippe, Vincent Frouin

Comput. Stat. Data Anal., 2015

A low variance consistent test of relative dependency.

Wacha Bounliphone, Arthur Gretton, Arthur Tenenhaus, Matthew B. Blaschko

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis.

Arthur Tenenhaus, Michel Tenenhaus

Eur. J. Oper. Res., 2014

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, Jean-Baptiste Poline, Edouard Duchesnay

NeuroImage, 2012

Compressed Sensing Dynamic Reconstruction in Rotational Angiography.

Hélène Langet, Cyril Riddell, Yves Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Compressed sensing subtracted rotational angiography with multiple sparse penalty.

Hélène Langet, Cyril Riddell, Yves Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

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

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011

Compressed Sensing Based 3D Tomographic Reconstruction for Rotational Angiography.

Hélène Langet, Cyril Riddell, Yves Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Age prediction using a supervised facial model.

Alex Nkengne, Arthur Tenenhaus, Bernard Fertil

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

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

Over-optimism in bioinformatics: an illustration.

Monika Jelizarow, Vincent Guillemot, Arthur Tenenhaus, Korbinian Strimmer, Anne-Laure Boulesteix

Bioinform., 2010

Imaging Genetics: Bio-Informatics and Bio-Statistics Challenges.

Jean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, Vincent Frouin

Proceedings of the 19th International Conference on Computational Statistics, 2010

2008

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

Proceedings of the International Conference on Biocomputation, 2008

2007

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

2005

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

Proceedings of the Functional Imaging and Modeling of the Heart, 2005