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2020 – today
- 2024
[j9]Fabien Girka
, Arnaud Gloaguen, Laurent Le Brusquet, Violetta Zujovic, Arthur Tenenhaus:
Tensor generalized canonical correlation analysis. Inf. Fusion 102: 102045 (2024)- [c14]Elen Goujon, Olivier Armant, Clément Car, Jean-Marc Bonzom, Arthur Tenenhaus, Imène Garali:
Batch Effect Correction in a Confounded Scenario: a Case Study on Gene Expression of Chornobyl Tree Frogs. CMSB 2024: 89-107 - 2023
- [i2]Fabien Girka, Arnaud Gloaguen, Laurent Le Brusquet, Violetta Zujovic, Arthur Tenenhaus:
Tensor Generalized Canonical Correlation Analysis. CoRR abs/2302.05277 (2023) - 2022
- [j8]Abdelhak Boudehane, Laurent Albera, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer:
Parallelization scheme for canonical polyadic decomposition of large-scale high-order tensors. Signal Process. 199: 108610 (2022) - 2020
- [c13]Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer:
Dictionary-Based Tensor-Train Sparse Coding. EUSIPCO 2020: 1000-1004
2010 – 2019
- 2019
- [c12]Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer:
Breaking the Curse of Dimensionality for Coupled Matrix-Tensor Factorization. CAMSAP 2019: 689-693 - [c11]Slim Karkar, Arnaud Gloaguen, Yann Le Guen, Morgane Pierre-Jean, Claire Dandine-Roulland, Edith Le Floch, Cathy Philippe, Arthur Tenenhaus, Vincent Frouin:
Multivariate Haplotype Analysis Of 96 Sulci Opening For 15, 612 UK-Biobank Sujects. ISBI 2019: 392-395 - 2018
- [j7]Imene Garali, Isaac M. 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. Briefings Bioinform. 19(6): 1356-1369 (2018) - 2016
- [i1]Wacha Bounliphone, Eugene Belilovsky, Arthur Tenenhaus, Ioannis Antonoglou, Arthur Gretton, Matthew B. Blaschko:
Fast Non-Parametric Tests of Relative Dependency and Similarity. CoRR abs/1611.05740 (2016) - 2015
- [j6]Arthur Tenenhaus, Cathy Philippe, Vincent Frouin:
Kernel Generalized Canonical Correlation Analysis. Comput. Stat. Data Anal. 90: 114-131 (2015) - [c10]Wacha Bounliphone, Arthur Gretton, Arthur Tenenhaus, Matthew B. Blaschko:
A low variance consistent test of relative dependency. ICML 2015: 20-29 - 2014
- [j5]Arthur Tenenhaus, Michel Tenenhaus:
Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis. Eur. J. Oper. Res. 238(2): 391-403 (2014) - 2012
- [j4]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:
Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. NeuroImage 63(1): 11-24 (2012) - [c9]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. EGC 2012: 555-556 - [c8]Hélène Langet, Cyril Riddell, Yves Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios:
Compressed sensing subtracted rotational angiography with multiple sparse penalty. ISBI 2012: 884-887 - [c7]Edith Le Floch, Philippe Pinel, Arthur Tenenhaus, Laura Trinchera, Jean-Baptiste Poline, Vincent Frouin, Edouard Duchesnay:
Discovering associations in high dimensional imaging-genetics data: A comparison study of dimension reduction and regularisation strategies combined with partial least squares. ISBI 2012: 1503-1506 - [c6]Hélène Langet, Cyril Riddell, Yves Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios:
Compressed Sensing Dynamic Reconstruction in Rotational Angiography. MICCAI (1) 2012: 223-230 - 2011
- [c5]Alex Nkengne, Arthur Tenenhaus, Bernard Fertil:
Age prediction using a supervised facial model. ISBI 2011: 1183-1188 - [c4]Hélène Langet, Cyril Riddell, Yves Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios:
Compressed Sensing Based 3D Tomographic Reconstruction for Rotational Angiography. MICCAI (1) 2011: 97-104 - 2010
- [j3]Monika Jelizarow, Vincent Guillemot, Arthur Tenenhaus, Korbinian Strimmer, Anne-Laure Boulesteix:
Over-optimism in bioinformatics: an illustration. Bioinform. 26(16): 1990-1998 (2010) - [j2]Arthur Tenenhaus, Vincent Guillemot, Xavier Gidrol, Vincent Frouin:
Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression. IEEE ACM Trans. Comput. Biol. Bioinform. 7(2): 251-262 (2010) - [c3]Jean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, Vincent Frouin:
Imaging Genetics: Bio-Informatics and Bio-Statistics Challenges. COMPSTAT 2010: 101-110
2000 – 2009
- 2008
- [c2]Vincent Guillemot, Cathy Philippe, Arthur Tenenhaus, Jérôme Rollin, Xavier Gidrol, Vincent Frouin:
Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics. BIOTECHNO 2008: 164-169 - 2007
- [j1]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. Comput. Stat. Data Anal. 51(9): 4083-4100 (2007) - 2005
- [c1]Cinta Ruiz Dominguez, Nadjia Kachenoura, Sébastien Mulé, Arthur Tenenhaus, Annie Delouche, Olivier Nardi, Olivier Gérard, Benoit Diebold, Alain Herment, Frédérique Frouin:
Classification of Segmental Wall Motion in Echocardiography Using Quantified Parametric Images. FIMH 2005: 477-486
Coauthor Index
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