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1

Support vector machine for functional data classification

Fabrice Rossi, Nathalie Villa

Journal:

Year:

2006

Language:

english

File:

PDF, 329 KB

english, 2006

2

A comparison of eight metamodeling techniques for the simulation of N2O fluxes and N leaching from corn crops

Nathalie Villa-Vialaneix, Marco Follador, Marco Ratto, Adrian Leip

Journal:

Environmental Modelling & Software

Year:

2012

Language:

english

File:

PDF, 550 KB

english, 2012

3

Un résultat de consistance pour des SVM fonctionnels par interpolation spline

Nathalie Villa, Fabrice Rossi

Journal:

Comptes Rendus Mathematique

Year:

2006

File:

PDF, 149 KB

2006

4

P-T-t modelling, fluid circulation, and39Ar-40Ar and Rb-Sr mica ages in the Aar Massif shear zones (Swiss Alps)

Nathalie Challandes, Didier Marquer, Igor M. Villa

Journal:

Swiss Journal of Geosciences

Year:

2008

Language:

english

File:

PDF, 952 KB

english, 2008

5

Consistency of functional learning methods based on derivatives

Fabrice Rossi, Nathalie Villa-Vialaneix

Journal:

Pattern Recognition Letters

Year:

2011

Language:

english

File:

PDF, 702 KB

english, 2011

6

Batch kernel SOM and related Laplacian methods for social network analysis

Romain Boulet, Bertrand Jouve, Fabrice Rossi, Nathalie Villa

Journal:

Year:

2008

Language:

english

File:

PDF, 1.72 MB

english, 2008

7

Optimizing an organized modularity measure for topographic graph clustering: A deterministic annealing approach

Fabrice Rossi, Nathalie Villa-Vialaneix

Journal:

Year:

2010

Language:

english

File:

PDF, 1.43 MB

english, 2010

8

Dating the evolution of C–S microstructures: a combined 40Ar/39Ar step-heating and UV laserprobe analysis of the Alpine Roffna shear zone

Nathalie Challandes, Didier Marquer, Igor M. Villa

Journal:

Chemical Geology

Year:

2003

Language:

english

File:

PDF, 594 KB

english, 2003

9

Neural Networks for Complex Data

Cottrell, Marie, Olteanu, Madalina, Rossi, Fabrice, Rynkiewicz, Joseph, Villa-Vialaneix, Nathalie

Journal:

KI - Künstliche Intelligenz

Year:

2012

Language:

english

File:

PDF, 663 KB

english, 2012

10

Multilayer Perceptron with Functional Inputs: an Inverse Regression Approach

LOUIS FERRÉ, NATHALIE VILLA

Journal:

Scandinavian Journal of Statistics

Year:

2006

Language:

english

File:

PDF, 947 KB

english, 2006

11

System Model Network for Adipose Tissue Signatures Related to Weight Changes in Response to Calorie Restriction and Subsequent Weight Maintenance

Montastier, Emilie, Villa-Vialaneix, Nathalie, Caspar-Bauguil, Sylvie, Hlavaty, Petr, Tvrzicka, Eva, Gonzalez, Ignacio, Saris, Wim H. M., Langin, Dominique, Kunesova, Marie, Viguerie, Nathalie, Gallo,

Journal:

PLoS Computational Biology

Year:

2015

Language:

english

File:

PDF, 1.66 MB

english, 2015

12

Determinants of Human Adipose Tissue Gene Expression: Impact of Diet, Sex, Metabolic Status, and Cis Genetic Regulation

Viguerie, Nathalie, Montastier, Emilie, Maoret, Jean-José, Roussel, Balbine, Combes, Marion, Valle, Carine, Villa-Vialaneix, Nathalie, Iacovoni, Jason S., Martinez, J. Alfredo, Holst, Claus, Astrup, A

Journal:

Year:

2012

Language:

english

File:

PDF, 954 KB

english, 2012

13

On Combining Wavelets Expansion and Sparse Linear Models for Regression on Metabolomic Data and Biomarker Selection

Villa-Vialaneix, Nathalie, Hernández, Noslen, Paris, Alain, Domange, Céline, Priymenko, Nathalie, Besse, Philippe

Journal:

Communications in Statistics - Simulation and Computation

Year:

2016

Language:

english

File:

PDF, 547 KB

english, 2016

14

Inferring Networks from Multiple Samples with Consensus LASSO

Villa-Vialaneix, Nathalie, Vignes, Matthieu, Viguerie, Nathalie, Cristobal, Magali San

Journal:

Quality Technology & Quantitative Management

Year:

2014

Language:

english

File:

PDF, 638 KB

english, 2014

15

Various Approaches for Predicting Land Cover in Mountain Areas

Villa, Nathalie, Paegelow, Martin, Camacho Olmedo, Maria T., Cornez, Laurence, Ferraty, Frédéric, Ferré, Louis, Sarda, Pascal

Journal:

Communications in Statistics - Simulation and Computation

Year:

2007

Language:

english

File:

PDF, 890 KB

english, 2007

16

Beyond multidimensional data in model visualization: High-dimensional and complex nonnumeric data

Villa-Vialaneix, Nathalie, Ruiz-Gazen, Anne

Journal:

Statistical Analysis and Data Mining

Year:

2015

Language:

english

File:

PDF, 899 KB

english, 2015

17

Difluorenyl carbo -Benzenes: Synthesis, Electronic Structure, and Two-Photon Absorption Properties of Hydrocarbon Quadrupolar Chromophores

Baglai , Iaroslav, de Anda-Villa, Manuel, Barba-Barba, Rodrigo M., Poidevin, Corentin, Ramos-Ortíz, Gabriel, Maraval , Valérie, Lepetit , Christine, Saffon-Merceron, Nathalie, Maldonado, José-Luis, Ch

Journal:

Chemistry - A European Journal

Year:

2015

Language:

english

File:

PDF, 1.14 MB

english, 2015

18

Multilayer Perceptron with Functional Inputs: An Inverse Regression Approach

Louis Ferré and Nathalie Villa

Journal:

Scandinavian Journal of Statistics

Year:

2006

Language:

english

File:

PDF, 1.43 MB

english, 2006

19

Identification of Non Linear Multivariable Processes Modelled on Reproducing Kernel Hilbert Space: Application to Tennessee Process

Taouali, Okba, Elaissi, Ilyes, Villa, Nathalie, Messaoud, Hassani

Journal:

IFAC Proceedings Volumes

Year:

2009

Language:

english

File:

PDF, 300 KB

english, 2009

20

Efficient interpretable variants of online SOM for large dissimilarity data

Mariette, Jérôme, Olteanu, Madalina, Villa-Vialaneix, Nathalie

Journal:

Year:

2016

Language:

english

File:

PDF, 1.74 MB

english, 2016

21

Molecular biomarkers for weight control in obese individuals subjected to a multi-phase dietary intervention

Bolton, Jennifer, Montastier, Emilie, Carayol, Jérôme, Bonnel, Sophie, Mir, Lucile, Marques, Marie-Adeline, Astrup, Arne, Saris, Wim, Iacovoni, Jason, Villa-Vialaneix, Nathalie, Valsesia, Armand, Lang

Journal:

Journal of Clinical Endocrinology & Metabolism

Year:

2017

Language:

english

File:

PDF, 10.44 MB

english, 2017

22

Random Forests for Big Data

Genuer, Robin, Poggi, Jean-Michel, Tuleau-Malot, Christine, Villa-Vialaneix, Nathalie

Journal:

Big Data Research

Year:

2017

Language:

english

File:

PDF, 1.53 MB

english, 2017

23

Unsupervised multiple kernel learning for heterogeneous data integration

Mariette, Jérôme, Villa-Vialaneix, Nathalie

Journal:

Year:

2017

Language:

english

File:

PDF, 935 KB

english, 2017

24

Visual gait analysis pocket-sized tool for rehabilitation of lower limb amputees

Loiret, Isabelle, Rapin, Nathalie, Villa, Coralie, Bonnet, Xavier, Martinet, Noël, Pillet, Hélène, Paysant, Jean

Journal:

Annals of Physical and Rehabilitation Medicine

Year:

2017

Language:

english

File:

PDF, 64 KB

english, 2017

25

Multiple hot-deck imputation for network inference from RNA sequencing data

Imbert, Alyssa, Valsesia, Armand, Le Gall, Caroline, Armenise, Claudia, Lefebvre, Gregory, Gourraud, Pierre-Antoine, Viguerie, Nathalie, Villa-Vialaneix, Nathalie

Journal:

Year:

2017

Language:

english

File:

PDF, 939 KB

english, 2017

26

Interpretable sparse SIR for functional data

Picheny, Victor, Servien, Rémi, Villa-Vialaneix, Nathalie

Journal:

Statistics and Computing

Year:

2018

Language:

english

File:

PDF, 1.71 MB

english, 2018

27

[IEEE 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM) - Nancy, France (2017.6.28-2017.6.30)] 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM) - Stochastic self-organizing map variants with the R package SOMbrero

Villa-Vialaneix, Nathalie

Year:

2017

Language:

english

File:

PDF, 617 KB

english, 2017

28

Evaluation of oxaliplatin exposure of healthcare workers during heated intraperitoneal perioperative chemotherapy (HIPEC)

VILLA, Antoine F., EL BALKHI, Souleiman, ABOURA, Radia, SAGEOT, Herve, HASNI-PICHARD, Helene, POCARD, Marc, ELIAS, Dominique, JOLY, Nathalie, PAYEN, Didier, BLOT, François, POUPON, Joel, GARNIER, Robe

Year:

2015

Language:

english

File:

PDF, 442 KB

english, 2015

29

The Structure of a Gene Co-Expression Network Reveals Biological Functions Underlying eQTLs

Villa-Vialaneix, Nathalie, Liaubet, Laurence, Laurent, Thibault, Cherel, Pierre, Gamot, Adrien, SanCristobal, Magali, te Pas, Marinus F.W.

Journal:

Year:

2013

Language:

english

File:

PDF, 2.04 MB

english, 2013

30

Time course of the response to ACTH in pig: biological and transcriptomic study

Sautron, Valérie, Terenina, Elena, Gress, Laure, Lippi, Yannick, Billon, Yvon, Larzul, Catherine, Liaubet, Laurence, Villa-Vialaneix, Nathalie, Mormède, Pierre

Journal:

Year:

2015

Language:

english

File:

PDF, 2.10 MB

english, 2015

31

Risperidone medication errors in children: an analysis of French poison centres data

Vial, Thierry, Patat, Anne-Marie, Paret, Nathalie, Boels, David, Torrents, Romain, Nisse, Patrick, Villa, Antoine, Kassai, Behrouz

Journal:

Clinical Toxicology (Informa Healthcare)

Year:

2018

Language:

english

File:

PDF, 818 KB

english, 2018

32

Diverse Escherichia coli isolates from domestic animal in the same Ecuadorian household all carry the colistin resistance gene mcr1.1

Loayza, Villa Maria Fernanda, Salinas, Liseth, Tijet, Nathalie, Villavicencio, Zambrano Fernando Xavier, Tamayo, Trujillo Rafael, Salas, Stephanie, Rivera, Ruth, Villacís, Jose Eduardo, Satan, Carolin

Journal:

Journal of Global Antimicrobial Resistance

Year:

2019

File:

PDF, 1.66 MB

2019

33

EnquÃªte sur les connaissances des infirmiÃ¨res vis-Ã -vis du risque chimique aux mÃ©dicaments anticancÃ©reux

Villa, Antoine, Kiffer, Nathalie, Bibolet, Sarah, Canal-Raffin, Mireille, Lehucher-Michel, Marie-Pascale

Journal:

Archives des Maladies Professionnelles et de l'Environnement

Year:

2020

File:

PDF, 175 KB

2020