Nathalie Villa-Vialaneix

Author Info

Name	Affiliation	Papers
NATHALIE VILLA-VIALANEIX	IUT de Perpignan (Dpt STID, Carcassonne), Université de Perpignan Via Domitia, France and Institut de Mathématiques de Toulouse, Université de Toulouse, France	25
Collaborators	Citations	PageRank
54	72	10.94
Referers	Referees	References
201	433	288

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100433

Publications (25 rows)

Collaborators (54 rows)

Referers (100 rows)

Referees (100 rows)

Title	Citations	PageRank	Year
ASICS: an R package for a whole analysis workflow of 1D 1H NMR spectra	0	0.34	2019
Interpretable sparse SIR for functional data	1	0.38	2019
Multiple hot-deck imputation for network inference from RNA sequencing data.	0	0.34	2018
Unsupervised multiple kernel learning for heterogeneous data integration.	4	0.41	2018
Efficient interpretable variants of online SOM for large dissimilarity data.	0	0.34	2017
Accelerating stochastic kernel SOM.	0	0.34	2017
Sparse Online Self-Organizing Maps for Large Relational Data.	1	0.35	2016
On Combining Wavelets Expansion and Sparse Linear Models for Regression on Metabolomic Data and Biomarker Selection.	0	0.34	2016
Theoretical and Applied Aspects of the Self-Organizing Maps.	0	0.34	2016
Aggregating Self-Organizing Maps with Topology Preservation.	1	0.35	2016
Beyond multidimensional data in model visualization: High-dimensional and complex nonnumeric data	0	0.34	2015
On-line relational and multiple relational SOM.	9	0.58	2015
System model network for adipose tissue signatures related to weight changes in response to calorie restriction and subsequent weight maintenance.	1	0.40	2015
Bagged Kernel SOM.	0	0.34	2014
SOMbrero: An R Package for Numeric and Non-numeric Self-Organizing Maps.	2	0.39	2014
Data Analysis of Social Simulations Outputs - Interpreting the Dispersion of Variables.	1	0.35	2014
Which dissimilarity is to be used when extracting typologies in sequence analysis? a comparative study	0	0.34	2013
Multiple Kernel Self-Organizing Maps.	5	0.45	2013
Neural Networks for Complex Data	2	0.40	2012
On-line relational SOM for dissimilarity data	6	0.52	2012
A comparison of eight metamodeling techniques for the simulation of N2O fluxes and N leaching from corn crops.	20	1.42	2012
Consistency of functional learning methods based on derivatives	4	0.43	2011
Recherche et représentation de communautés dans un grand graphe. Une approche combinée.	1	0.36	2011
A functional density-based nonparametric approach for statistical calibration	0	0.34	2010
Optimizing an organized modularity measure for topographic graph clustering: A deterministic annealing approach	14	0.78	2010