Nathalie Villa-Vialaneix

30 papers B 2C 2Journal 18Unranked 8
YearRankTypeTitle / Venue / Authors
2019 J jnl
Adjacency-constrained hierarchical clustering of a band similarity matrix with application to genomics.
Algorithms Mol. Biol.
Christophe Ambroise, Alia Dehman, Pierre Neuvial, Guillem Rigaill, Nathalie Villa-Vialaneix
2019 J jnl
Interpretable sparse SIR for functional data.
Stat. Comput.
Victor Picheny, Rémi Servien, Nathalie Villa-Vialaneix
2018 J jnl
Multiple hot-deck imputation for network inference from RNA sequencing data.
Bioinform.
Alyssa Imbert, Armand Valsesia, Caroline Le Gall, Claudia Armenise, Gregory Lefebvre, Pierre-Antoine Gourraud, Nathalie Viguerie, Nathalie Villa-Vialaneix
2018 J jnl
Unsupervised multiple kernel learning for heterogeneous data integration.
Bioinform.
Jérôme Mariette, Nathalie Villa-Vialaneix
2017 B conf
Accelerating stochastic kernel SOM.
ESANN
Jérôme Mariette, Fabrice Rossi, Madalina Olteanu, Nathalie Villa-Vialaneix
2017 J jnl
Efficient interpretable variants of online SOM for large dissimilarity data.
Neurocomputing
Jérôme Mariette, Madalina Olteanu, Nathalie Villa-Vialaneix
2017 J jnl
Random Forests for Big Data.
Big Data Res.
Robin Genuer, Jean-Michel Poggi, Christine Tuleau-Malot, Nathalie Villa-Vialaneix
2017 — conf
Stochastic self-organizing map variants with the R package SOMbrero.
WSOM
Nathalie Villa-Vialaneix
2016 — conf
Aggregating Self-Organizing Maps with Topology Preservation.
WSOM
Jérôme Mariette, Nathalie Villa-Vialaneix
2016 J jnl
On Combining Wavelets Expansion and Sparse Linear Models for Regression on Metabolomic Data and Biomarker Selection.
Commun. Stat. Simul. Comput.
Nathalie Villa-Vialaneix, Noslén Hernández, Alain Paris, Céline Domange, Nathalie Priymenko, Philippe Besse
2016 — conf
Sparse Online Self-Organizing Maps for Large Relational Data.
WSOM
Madalina Olteanu, Nathalie Villa-Vialaneix
2016 — conf
Theoretical and Applied Aspects of the Self-Organizing Maps.
WSOM
Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Nathalie Villa-Vialaneix
2015 J jnl
Beyond multidimensional data in model visualization: High-dimensional and complex nonnumeric data.
Stat. Anal. Data Min.
Nathalie Villa-Vialaneix, Anne Ruiz-Gazen
2015 J jnl
On-line relational and multiple relational SOM.
Neurocomputing
Madalina Olteanu, Nathalie Villa-Vialaneix
2015 J jnl
Random Forests for Big Data.
CoRR
Robin Genuer, Jean-Michel Poggi, Christine Tuleau-Malot, Nathalie Villa-Vialaneix
2015 J jnl
System Model Network for Adipose Tissue Signatures Related to Weight Changes in Response to Calorie Restriction and Subsequent Weight Maintenance.
PLoS Comput. Biol.
Emilie Montastier, Nathalie Villa-Vialaneix, Sylvie Caspar-Bauguil, Petr Hlavaty, Eva Tvrzicka, Ignacio Gonzalez, Wim H. M. Saris, Dominique Langin, Marie Kunesova, Nathalie Viguerie
2014 — conf
Bagged Kernel SOM.
WSOM
Jérôme Mariette, Madalina Olteanu, Julien Boelaert, Nathalie Villa-Vialaneix
2014 C conf
Data Analysis of Social Simulations Outputs - Interpreting the Dispersion of Variables.
MABS
Christophe Sibertin-Blanc, Nathalie Villa-Vialaneix
2014 — conf
SOMbrero: An R Package for Numeric and Non-numeric Self-Organizing Maps.
WSOM
Julien Boelaert, Laura Bendhaiba, Madalina Olteanu, Nathalie Villa-Vialaneix
2013 B conf
Multiple Kernel Self-Organizing Maps.
ESANN
Madalina Olteanu, Nathalie Villa-Vialaneix, Christine Cierco-Ayrolles
2013 — conf
Which Dissimilarity Is to Be Used When Extracting Typologies in Sequence Analysis? A Comparative Study.
IWANN (1)
Sébastien Massoni, Madalina Olteanu, Nathalie Villa-Vialaneix
2012 J jnl
A comparison of eight metamodeling techniques for the simulation of N
Environ. Model. Softw.
Nathalie Villa-Vialaneix, Marco Follador, Marco Ratto, Adrian Leip
2012 J jnl
Neural Networks for Complex Data
CoRR
Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix
2012 J jnl
Neural Networks for Complex Data.
Künstliche Intell.
Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix
2012 — conf
On-Line Relational SOM for Dissimilarity Data.
WSOM
Madalina Olteanu, Nathalie Villa-Vialaneix, Marie Cottrell
2012 J jnl
On-line relational SOM for dissimilarity data
CoRR
Madalina Olteanu, Nathalie Villa-Vialaneix, Marie Cottrell
2011 J jnl
Consistency of functional learning methods based on derivatives.
Pattern Recognit. Lett.
Fabrice Rossi, Nathalie Villa-Vialaneix
2011 J jnl
Recherche et représentation de communautés dans un grand graphe. Une approche combinée.
Document Numérique
Nathalie Villa-Vialaneix, Taoufiq Dkaki, Sébastien Gadat, Jean-Michel Inglebert, Quoc Dinh Truong
2010 C conf
A Functional Density-Based Nonparametric Approach for Statistical Calibration.
CIARP
Noslén Hernández-González, Rolando J. Biscay, Nathalie Villa-Vialaneix, Isneri Talavera-Bustamante
2010 J jnl
Optimizing an organized modularity measure for topographic graph clustering: A deterministic annealing approach.
Neurocomputing
Fabrice Rossi, Nathalie Villa-Vialaneix