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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

Sébastien Mulé , Julia Chalaye , François Legou , Arthur Tenenhaus , Julien Caldéraro , et al.
European Radiology, 2020, 30 (10), pp.5348-5357. ⟨10.1007/s00330-020-06923-5⟩
Journal articles hal-03111135v1
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Application de la classification à vecteurs de support pour l'estimation de quantiles multidimensionnels extrêmes

Miguel Piera-Martinez , Emmanuel Vazquez , Gilles Fleury , Eric Walter
38èmes Journées de Statistiques, May 2006, Clamart, France
Conference papers hal-00279071v1
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Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimization

Sébastien J Petit , Julien Bect , Emmanuel Vazquez
2022
Preprints, Working Papers, ... hal-03686949v2
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Régression Logistique Multivoie

Laurent Le Brusquet , Gisela Lechuga , Arthur Tenenhaus
JdS 2014, Jun 2014, Rennes, France. 6 p
Conference papers hal-01056558v1

Consistent and asymptotically normal RGCCA estimators for linear structural equations with latent variables (RGCCAc)

Arthur Tenenhaus , Michel Tenenhaus , Theo Dijkstra
19th Conference of the Applied Stochastic Models and Data Analysis International, Jun 2021, Athens, Greece
Conference papers hal-03523468v1
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Robust ANMF Detection in Noncentered Impulsive Background

Joana Frontera-Pons , Jean-Philippe Ovarlez , Frederic Pascal
IEEE Signal Processing Letters, 2017, 24 (12), pp.1891 - 1895. ⟨10.1109/LSP.2017.2763784⟩
Journal articles hal-01692403v1
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On the quantification of discretization uncertainty: comparison of two paradigms

Julien Bect , Souleymane Zio , Guillaume Perrin , Claire Cannamela , Emmanuel Vazquez
14th World Congress in Computational Mechanics and ECCOMAS Congress 2020 (WCCM-ECCOMAS), Jan 2021, Virtual conference, originally scheduled in Paris, France. ⟨10.23967/wccm-eccomas.2020.260⟩
Conference papers hal-03096722v1

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

Vincent Guillemot , Monika Jelizarow , Arthur Tenenhaus , Anne-Laure Boulesteix
58th World Statistics Congress of the International Statistical Institute (ISI'11), Aug 2011, Dublin, Ireland. 16 p
Conference papers hal-00647792v1

Planification et analyse d’expériences numériques, appliquées à la sécurité en ingénierie incendie

Rémi Stroh , Julien Bect , Emmanuel Vazquez , Séverine Demeyer , Nicolas Fischer , et al.
21èmes journées du GDR Feux, Jan 2016, Cadarache, France
Conference papers hal-01377795v1

Piecewise FARIMA models for long-memory time series

Li Song , Pascal Bondon
Journal of Statistical Computation and Simulation, 2012, 82 (9), pp.1367-1382. ⟨10.1080/00949655.2011.582470⟩
Journal articles hal-00819756v1
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Eddy-current testing with the Expected Improvement optimization algorithm

Sandor Bilicz , Emmanuel Vazquez , Jozsef Pavo , Marc Lambert , Szabolcs Gyimothy
15th IFAC Symposium on System Identification, SYSID 2009, Jul 2009, Saint-Malo, France
Conference papers hal-00446202v1

Constructing a multiple‐part morphospace using a multiblock method

Daniel Thomas , Aaron Harmer , Simone Giovanardi , Emma Holvast , Cushla Mcgoverin , et al.
Methods in Ecology and Evolution, 2021, ⟨10.1111/2041-210X.13781⟩
Journal articles hal-03523382v1
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Robust factor modelling for high-dimensional time series: An application to air pollution data

Valdério Anselmo Reisen , Adriano Marcio Sgrancio , Céline Lévy-Leduc , Edson Zambon Monte , Higor Henrique Aranda Cotta , et al.
Applied Mathematics and Computation, 2019, 346, pp.842-852. ⟨10.1016/j.amc.2018.09.062⟩
Journal articles hal-02902032v1

Planification d’expériences numériques en multi-fidélité, appliquée à la sécurité en ingénierie incendie

Rémi Stroh , Julien Bect , Séverine Demeyer , Nicolas Fischer , Damien Marquis , et al.
50èmes Journées de Statistique de la SFdS (JdS 2018), May 2018, Palaiseau, France
Conference papers hal-03097096v1

Multiway generalized canonical correlation analysis

Arnaud Gloaguen , Cathy Philippe , Vincent Frouin , Giulia Gennari , Ghislaine Dehaene-Lambertz , et al.
Biostatistics, 2020, 23 (1), pp.240-256. ⟨10.1093/biostatistics/kxaa010⟩
Journal articles hal-03111117v1

RGCCA with block-wise missing structure

Caroline Peltier , Francois-Xavier Lejeune , Ivan Moszer , Arthur Tenenhaus
Journées Ouvertes de Biologie, Informatique et Mathématiques, Jul 2020, Nantes, France
Conference papers hal-03111155v1

Three-Way Generalized Canonical Correlation Analysis

Arthur Tenenhaus , Arnaud Gloaguen , Laurent Le Brusquet , Cathy Philippe , Vincent Frouin
SIAM Conference on Applied Linear Algebra, May 2018, Hong-Kong, China
Conference papers hal-03111188v1
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Easily implementable time series forecasting techniques for resource provisioning in cloud computing

Michel Fliess , Cédric Join , Maria Bekcheva , Alireza Moradi , Hugues Mounier
6th International Conference on Control, Decision and Information Technologies, CoDIT 2019, Apr 2019, Paris, France. ⟨10.1109/codit.2019.8820396⟩
Conference papers hal-02024835v3
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Estimation of extreme values, with application to uncertain systems

Miguel Piera-Martinez , Emmanuel Vazquez , Eric Walter , Gilles Fleury , Richard Kielbasa
Symposium on System Identification, Mar 2006, Newcastle, Australia. pp.1027-1032
Conference papers hal-00257754v1
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The Informational Approach to Global Optimization in presence of very noisy evaluation results. Application to the optimization of renewable energy integration strategies

Héloïse Dutrieux , Ivana Aleksovska , Julien Bect , Emmanuel Vazquez , Delille Gauthier , et al.
47èmes Journées de Statistique de la SFdS (JdS 2015), Jun 2015, Lille, France
Conference papers hal-01163565v1

Advances on RGCCA

Arthur Tenenhaus
Three-way methods In Chemistry And Psychology (TRICAP), 2018, New Mexico, United States
Conference papers hal-03111191v1

Hepatocellular carcinoma: CT texture analysis as a predictor of survival after surgical resection

Lucie Brenet Defour , Sébastien Mulé , Arthur Tenenhaus , Tullio Piardi , Daniele Sommacale , et al.
European Radiology, 2019, 29 (3), pp.1231-1239. ⟨10.1007/s00330-018-5679-5⟩
Journal articles hal-03111127v1

RGCCA Shiny, a graphical package for multimodal omics data analysis: application to Parkinson’s disease

Etienne Camenen , Caroline Peltier , Francois-Xavier Lejeune , Arthur Tenenhaus , Ivan Moszer
Journées Ouvertes de Biologie, Informatique et Mathématique, Jun 2020, Montpellier, France
Conference papers hal-03111146v1
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RKHS classification for multivariate extreme-value analysis

Miguel Piera-Martinez , Emmanuel Vazquez , Eric Walter , Gilles Fleury
IASC 07 - Statistics for Data Mining, Learning and Knowledge Extraction, 2007, Portugal. pp.NA
Conference papers hal-00216153v1
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Exposition de la population française aux champs magnétiques 50 Hz : résultats partiels

Mfoihaya Bedja , Isabelle Magne , Martine Souques , J. Lambrozo , Laurent Le Brusquet , et al.
Actes de la Société Française de Radio Protection 5 (SFRP), Jun 2009, Angers, France
Conference papers hal-00422311v1
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French population exposure to 50 Hz magnetic fields : intermediate results

Mfoihaya Bedja , Isabelle Magne , Martine Souques , J. Lambrozo , Laurent Le Brusquet , et al.
International Colloquium on Power Frequency Electromagnetic Fields-ELF/EMF, Jun 2009, Sarajevo, Bosnia and Herzegovina. 8 p
Conference papers hal-00421689v1

Recent advances on Regularized Generalized Canonical Correlation Analysis. Applications to deciphering the chronic effects of urban pollution exposure.

Arthur Tenenhaus , Nukhet Cavusoglu , Arbey Eric , Namita Misra , Philippe Bastien
63rd ISI World Statistics Congress 11-16 July 2021, Jul 2021, Virtual, France
Conference papers hal-03523432v1
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Modèle de durée pour données multivoie

Alfred Baroulier , Mehdi Douch , Paul Messinesi , Laurent Le Brusquet , Gisela Lechuga , et al.
49émes Journées de Statistique, May 2017, Avignon, France
Conference papers hal-01474989v1
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Precise periodic components estimation for chronobiological signals through Bayesian Inference with sparsity enforcing prior

Mircea Dumitru , Ali Mohammad-Djafari , Simona Baghai Sain
EURASIP Journal on Bioinformatics and Systems Biology, 2016, 1, pp.548 - 548. ⟨10.1186/s13637-015-0033-6⟩
Journal articles hal-01475255v1

Changes of the human skin microbiota upon chronic exposure to polycyclic aromatic hydrocarbon pollutants

Marcus Leung , Xinzhao Tong , Philippe Bastien , Florent Guinot , Arthur Tenenhaus , et al.
Microbiome, 2020, 8 (1), ⟨10.1186/s40168-020-00874-1⟩
Journal articles hal-03111196v1