Nathalie Villa-Vialaneix

30 papers B 2C 2Journal 18Unranked 8

Year	Rank	Type	Title / 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