Nathalie Vialaneix

Stat. Comput., 2019

ASICS: an R package for a whole analysis workflow of 1D 1H NMR spectra.

[BibT_eX]

[DOI]

Bioinform., 2019

Adjacency-constrained hierarchical clustering of a band similarity matrix with application to genomics.

[BibT_eX]

[DOI]

Algorithms Mol. Biol., 2019

2018

Unsupervised multiple kernel learning for heterogeneous data integration.

[BibT_eX]

[DOI]

Bioinform., 2018

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

[BibT_eX]

[DOI]

Pierre-Antoine Gourraud

Nathalie Viguerie

Bioinform., 2018

2017

Efficient interpretable variants of online SOM for large dissimilarity data.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Random Forests for Big Data.

[BibT_eX]

[DOI]

Robin Genuer

Jean-Michel Poggi

Christine Tuleau-Malot

Big Data Res., 2017

Stochastic self-organizing map variants with the R package SOMbrero.

[BibT_eX]

[DOI]

Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, 2017

Accelerating stochastic kernel SOM.

[BibT_eX]

[DOI]

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

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

[BibT_eX]

[DOI]

Commun. Stat. Simul. Comput., 2016

Sparse Online Self-Organizing Maps for Large Relational Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2016

Aggregating Self-Organizing Maps with Topology Preservation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2016

Theoretical and Applied Aspects of the Self-Organizing Maps.

[BibT_eX]

[DOI]

Marie Cottrell

Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2016

2015

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

[BibT_eX]

[DOI]

Anne Ruiz-Gazen

Stat. Anal. Data Min., 2015

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

[BibT_eX]

[DOI]

Emilie Montastier

Sylvie Caspar-Bauguil

PLoS Comput. Biol., 2015

On-line relational and multiple relational SOM.

[BibT_eX]

[DOI]

Neurocomputing, 2015

2014

Bagged Kernel SOM.

[BibT_eX]

[DOI]

Julien Boelaert

Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014

SOMbrero: An R Package for Numeric and Non-numeric Self-Organizing Maps.

[BibT_eX]

[DOI]

Julien Boelaert

Laura Bendhaiba

Christophe Sibertin-Blanc

Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014

Data Analysis of Social Simulations Outputs - Interpreting the Dispersion of Variables.

[BibT_eX]

[DOI]

Proceedings of the Multi-Agent-Based Simulation XV - International Workshop, 2014

2013

Which Dissimilarity Is to Be Used When Extracting Typologies in Sequence Analysis? A Comparative Study.

[BibT_eX]

[DOI]

Sébastien Massoni

Proceedings of the Advances in Computational Intelligence, 2013

Multiple Kernel Self-Organizing Maps.

[BibT_eX]

[DOI]

Christine Cierco-Ayrolles

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012

Neural Networks for Complex Data.

[BibT_eX]

[DOI]

Künstliche Intell., 2012

A comparison of eight metamodeling techniques for the simulation of N<sub>2</sub>O fluxes and N leaching from corn crops.

[BibT_eX]

[DOI]

Marco Follador

Marco Ratto

Adrian Leip

Environ. Model. Softw., 2012

On-Line Relational SOM for Dissimilarity Data.

[BibT_eX]

[DOI]

Marie Cottrell

Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

2011

Consistency of functional learning methods based on derivatives.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

Recherche et représentation de communautés dans un grand graphe. Une approche combinée.

[BibT_eX]

[DOI]

Taoufiq Dkaki

Sébastien Gadat

Jean-Michel Inglebert

Quoc Dinh Truong

Document Numérique, 2011

2010

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

[BibT_eX]

[DOI]

Noslén Hernández-González

Neurocomputing, 2010

A Functional Density-Based Nonparametric Approach for Statistical Calibration.

[BibT_eX]

[DOI]

Rolando J. Biscay

Isneri Talavera-Bustamante

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009

Identification of non linear multivariable processes modelled on reproducing Kernel Hilbert space: Application to Tennessee process.

[BibT_eX]

[DOI]

Proceedings of the 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing, 2009

Topologically Ordered Graph Clustering via Deterministic Annealing.

[BibT_eX]

[DOI]

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Batch kernel SOM and related Laplacian methods for social network analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2008

Consistency of Derivative Based Functional Classifiers on Sampled Data.

[BibT_eX]

[DOI]

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

Various Approaches for Predicting Land Cover in Mountain Areas.

[BibT_eX]

[DOI]

María Teresa Camacho Olmedo

Martin Paegelow

Commun. Stat. Simul. Comput., 2007

Clustering a medieval social network by SOM using a kernel based distance measure.

[BibT_eX]

[DOI]

Romain Boulet

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006

Support vector machine for functional data classification.

[BibT_eX]

[DOI]