Arthur Tenenhaus

发表

Multigroup or multiblock data analysis with RGCCA

Arthur Tenenhaus, Michel Tenenhaus, 2014 .

Statistical tools for Imaging-Genetics data integration

Matthew B. Blaschko, Arthur Tenenhaus, 2013 .

Discovering associations in high dimensional imaging-genetics data: A comparison study of dimension reduction and regularisation strategies combined with partial least squares

Vincent Frouin, Jean-Baptiste Poline, Arthur Tenenhaus, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Regularized Generalized Canonical Correlation analysis for Multiway data.

Arthur Tenenhaus, Laurent Le Brusquet, 2015 .

Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes

Arthur Tenenhaus, Gilbert Saporta, Anne Bernard, 2012, EGC.

Compressed Sensing Based 3D Tomographic Reconstruction for Rotational Angiography

Cyril Riddell, Nikos Paragios, Arthur Tenenhaus, 2011, MICCAI.

Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis

Arthur Tenenhaus, Michel Tenenhaus, A. Tenenhaus, 2013, Eur. J. Oper. Res..

Analyse diffrentielle de puces ADN Comparaison entre mthodes wrapper et filter

Arthur Tenenhaus, Vincent Guillemot, Laurent Le Brusquet, 2007 .

Multiblock analysis of omics and imaging data with variable selection

Arthur Tenenhaus, Vincent Guillemot, Vincent Frouin, 2015 .

Discriminant Analysis for Multiway Data

Arthur Tenenhaus, Vincent Perlbarg, Damien Galanaud, 2014 .

Dictionary-Based Tensor-Train Sparse Coding

Arthur Tenenhaus, Rémy Boyer, Yassine Zniyed, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

Classification of Segmental Wall Motion in Echocardiography Using Quantified Parametric Images

Frédérique Frouin, Alain Herment, Arthur Tenenhaus, 2005, FIMH.

SHrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data

Anne-Laure Boulesteix, Arthur Tenenhaus, Vincent Guillemot, 2011 .

Multivariate Haplotype Analysis Of 96 Sulci Opening For 15,612 UK-Biobank Sujects

Vincent Frouin, Arthur Tenenhaus, Edith Le Floch, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Kernel non-parametric tests of relative dependency

Arthur Gretton, Matthew B. Blaschko, Arthur Tenenhaus, 2014, NIPS 2014.

Compressed Sensing Dynamic Reconstruction in Rotational Angiography

Cyril Riddell, Nikos Paragios, Arthur Tenenhaus, 2012, MICCAI.

A low variance consistent test of relative dependency

Arthur Gretton, Matthew B. Blaschko, Arthur Tenenhaus, 2015, ICML.

Sparsity constraints and dedicated acquisition protocols for improved Digital Subtraction Rotational Angiography

Cyril Riddell, Arthur Tenenhaus, Gilles Fleury, 2011 .

A multi-block approach in imaging genetics

Jean-Baptiste Poline, Arthur Tenenhaus, Vincent Guillemot, 2013 .

Variable Selection in Partial Least Squares Methods: overview and recent developments

Arthur Tenenhaus, Laura Trinchera, Edith Le Floch, 2010 .

Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression

Vincent Frouin, Arthur Tenenhaus, Vincent Guillemot, 2010, TCBB.

Kernel Generalized Canonical Correlation Analysis

Vincent Frouin, Arthur Tenenhaus, Cathy Philippe, 2015, Comput. Stat. Data Anal..

A framework for multiblock component methods

Arthur Tenenhaus, Michel Tenenhaus, Patrick J. F. Groenen, 2016 .

Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics

Vincent Frouin, Arthur Tenenhaus, Vincent Guillemot, 2008, 2008 International Conference on Biocomputation, Bioinformatics, and Biomedical Technologies.

Enhanced visual analysis of aircraft engines based on spectrograms

Arthur Tenenhaus, José Picheral, Julien Griffaton, 2014 .

A strategy for multimodal data integration: application to biomarkers identification in spinocerebellar ataxia

Arthur Tenenhaus, Imene Garali, Vincent Guillemot, 2018, Briefings Bioinform..

Compressed sensing subtracted rotational angiography with multiple sparse penalty

Cyril Riddell, Nikos Paragios, Arthur Tenenhaus, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Une variante des tests de sphéricité pour l'adéquation de données transcriptomiques à un graphe de régulations génétiques

Arthur Tenenhaus, Vincent Guillemot, Vincent Frouin, 2009 .

Over-optimism in bioinformatics: an illustration

Anne-Laure Boulesteix, Arthur Tenenhaus, Korbinian Strimmer, 2010, Bioinform..

Structured Data Analysis with RGCCA

Arthur Tenenhaus, A. Tenenhaus, 2014 .

Tomographic Reconstruction with L1-Minimization Strategy for Rotational Angiography

Cyril Riddell, Nikos Paragios, Arthur Tenenhaus, 2012 .

Age prediction using a supervised facial model

Bernard Fertil, Arthur Tenenhaus, Alex Nkengne, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Breaking the Curse of Dimensionality for Coupled Matrix-Tensor Factorization

Arthur Tenenhaus, Rémy Boyer, Yassine Zniyed, 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression

Vincent Frouin, Arthur Tenenhaus, Vincent Guillemot, 2010, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification

Alain Giron, Bernard Fertil, Emmanuel Viennet, 2007, Comput. Stat. Data Anal..

Fast Non-Parametric Tests of Relative Dependency and Similarity pdf

Arthur Gretton, Matthew B. Blaschko, Arthur Tenenhaus, 2016, ArXiv.

Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares

Antonio Moreno, Vincent Frouin, Jean-Baptiste Poline, 2012, NeuroImage.

Imaging Genetics: Bio-Informatics and Bio-Statistics Challenges

Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion, 2010, COMPSTAT.

The Impact of the Observation of Predictive Features on the Diagnosis of Pigmented Skin Lesions and the therapeutic decision

Sébastien Paris, Alain Giron, Arthur Tenenhaus, 2012 .

Dimension Reduction and Regularization Combined with Partial Least Squares in High Dimensional Imaging Genetics Studies

Vincent Frouin, Jean-Baptiste Poline, Arthur Tenenhaus, 2013 .

Regularized Generalized Canonical Correlation Analysis and PLS Path Modeling

Arthur Tenenhaus, A. Tenenhaus, 2013 .

Globally Sparse PLS Regression

Alfred O. Hero, Arthur Tenenhaus, Laura Trinchera, 2013 .

Analyse Factorielle Discriminante Multi-voie

Arthur Tenenhaus, Laurent Le Brusquet, A. Tenenhaus, 2013 .

An Alternative Estimation Procedure for Partial Least Squares Path Modeling

Arthur Tenenhaus, Heungsun Hwang, Yoshio Takane, 2015 .

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

Arthur Tenenhaus, Alain Luciani, Alain Rahmouni, 2018, European Radiology.

Regularized Generalized Canonical Correlation Analysis: A Framework for Sequential Multiblock Component Methods

Arthur Tenenhaus, Michel Tenenhaus, Patrick J F Groenen, 2017, Psychometrika.

Compressed-sensing-based content-driven hierarchical reconstruction: Theory and application to C-arm cone-beam tomography.

Aymeric Reshef, Cyril Riddell, Nikos Paragios, 2015, Medical physics.

Structured Variable Selection for Regularized Generalized Canonical Correlation Analysis

Vincent Frouin, Arthur Tenenhaus, Tommy Löfstedt, 2014 .

Structured variable selection for generalized canonical correlation analysis

Vincent Frouin, Arthur Tenenhaus, Tommy Löfstedt, 2014 .