| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Ezequiel López-Rubio, Rafael Marcos Luque Baena, Enrique Domínguez |
Foreground Detection in Video Sequences with Probabilistic Self-Organizing Maps.  |
Int. J. Neural Syst.  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Rafael Marcos Luque Baena |
Stochastic approximation for background modelling. |
Computer Vision and Image Understanding |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, María Nieves Florentín-Núñez |
Kernel regression based feature extraction for 3D MR image denoising. |
Medical Image Analysis |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Esteban J. Palomo |
Growing Hierarchical Probabilistic Self-Organizing Graphs. |
IEEE Transactions on Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio |
Stochastic approximation learning for mixtures of multivariate elliptical distributions. |
Neurocomputing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Esteban José Palomo-Ferrer, Juan Miguel Ortiz-de-Lazcano-Lobato, María del Carmen Vargas-González |
Dynamic topology learning with the probabilistic self-organizing graph. |
Neurocomputing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Rafael Marcos Luque, David A. Elizondo, Ezequiel López-Rubio, Esteban J. Palomo |
GA-based feature selection approach in biometric hand systems. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | María Nieves Florentín-Núñez, Ezequiel López-Rubio, Francisco Javier López-Rubio |
Reduction of JPEG Compression Artifacts by Kernel Regression and Probabilistic Self-Organizing Maps. |
IWANN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Rafael Marcos Luque, Juan Miguel Ortiz-de-Lazcano-Lobato, Ezequiel López-Rubio, Enrique Domínguez, Esteban J. Palomo |
Feature Weighting in Competitive Learning for Multiple Object Tracking in Video Sequences. |
IWANN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio |
Probabilistic self-organizing maps for continuous data. |
IEEE Transactions on Neural Networks |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio |
Probabilistic self-organizing maps for qualitative data. |
Neural Networks |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio |
Restoration of images corrupted by Gaussian and uniform impulsive noise. |
Pattern Recognition |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio |
Robust Location and Spread Measures for Nonparametric Probability Density Function Estimation. |
Int. J. Neural Syst. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato |
Dynamic Competitive Probabilistic Principal Components Analysis. |
Int. J. Neural Syst. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez |
Probabilistic PCA Self-Organizing Maps. |
IEEE Transactions on Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio |
Multivariate Student-t self-organizing maps. |
Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato |
Automatic Model Selection by Cross-Validation for Probabilistic PCA. |
Neural Processing Letters |
2009 |
DBLP DOI BibTeX RDF |
Missing value imputation, Simulated annealing, Dimensionality reduction, Cross-validation, Probabilistic principal components analysis (PPCA), Probability density estimation |
| 1 | Rafael Marcos Luque, Juan Miguel Ortiz-de-Lazcano-Lobato, Ezequiel López-Rubio, Esteban J. Palomo |
Object Tracking in Video Sequences by Unsupervised Learning. |
CAIP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, María del Carmen Vargas-González |
Nonparametric Location Estimation for Probability Density Function Learning. |
IWANN |
2009 |
DBLP DOI BibTeX RDF |
median estimation, robust statistics, Parzen windows, soft clustering, Probability density estimation, nonparametric modeling |
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, María del Carmen Vargas-González |
Probabilistic Self-Organizing Graphs. |
IWANN |
2009 |
DBLP DOI BibTeX RDF |
probabilistic mixtures, self-organization, unsupervised learning, multivariate data analysis |
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato |
Soft clustering for nonparametric probability density function estimation. |
Pattern Recognition Letters |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez, María del Carmen Vargas-González |
Robust Nonparametric Probability Density Estimation by Soft Clustering. |
ICANN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez, María del Carmen Vargas-González |
Soft Clustering for Nonparametric Probability Density Function Estimation. |
ICANN |
2007 |
DBLP DOI BibTeX RDF |
Parzen windows, soft clustering, Probability density estimation, nonparametric modeling |
| 1 | José Antonio Gómez-Ruiz, José Muñoz-Pérez, M. Angeles García-Bernal, Ezequiel López-Rubio |
Spicules-based competitive neural network. |
ESANN |
2007 |
DBLP BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez, María del Carmen Vargas-González |
Self-organization of Probabilistic PCA Models. |
IWANN |
2007 |
DBLP DOI BibTeX RDF |
face recognition, dimensionality reduction, unsupervised learning, competitive learning, handwritten digit recognition, Probabilistic Principal Components Analysis (PPCA) |
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez, María del Carmen Vargas-González |
Automatic Model Selection for Probabilistic PCA. |
IWANN |
2007 |
DBLP DOI BibTeX RDF |
dimensionality reduction, cross-validation, handwritten digit recognition, Probabilistic Principal Components Analysis (PPCA) |
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez, Enrique Mérida Casermeiro, María del Carmen Vargas-González |
Global-local learning strategies in probabilistic principal components analysis. |
Artificial Intelligence and Soft Computing |
2006 |
DBLP BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez, Enrique Mérida Casermeiro, María del Carmen Vargas-González |
Local Selection of Model Parameters in Probability Density Function Estimation. |
ICANN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Domingo López-Rodríguez, Enrique Mérida Casermeiro, Juan Miguel Ortiz-de-Lazcano-Lobato, Ezequiel López-Rubio |
Image Compression by Vector Quantization with Recurrent Discrete Networks. |
ICANN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, María del Carmen Vargas-González, José Miguel López-Rubio |
Intrinsic Dimensionality Maps with the PCASOM. |
IWANN |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz |
A principal components analysis self-organizing map. |
Neural Networks |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, José Muñoz-Pérez, José Antonio Gómez-Ruiz |
Principal Components Analysis Competitive Learning. |
Neural Computation |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, María del Carmen Vargas-González, José Miguel López-Rubio |
Dynamic Selection of Model Parameters in Principal Components Analysis Neural Networks. |
ECAI |
2004 |
DBLP BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz, Enrique Domínguez Merino |
New learning rules for the ASSOM network. |
Neural Computing and Applications |
2003 |
DBLP DOI BibTeX RDF |
Adaptive subspace self-organising map (ASSOM), Self-organising feature map (SOFM), Principal Component Analysis (PCA), Unsupervised learning, Self-organisation, Competitive learning |
| 1 | Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz |
Principal Components Analysis Competitive Learning. |
IWANN |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | José Antonio Gómez-Ruiz, José Muñoz-Pérez, M. Angeles García-Bernal, Ezequiel López-Rubio |
Detección de esqueletos de caracteres mediante una red neuronal competitiva basada en segmentos. |
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial |
2002 |
DBLP BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz |
Self Organizing Dynamic Graphs. |
Neural Processing Letters |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | José Muñoz-Pérez, José Antonio Gómez-Ruiz, Ezequiel López-Rubio, M. Angeles García-Bernal |
Expansive and Competitive Learning for Vector Quantization. |
Neural Processing Letters |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz |
The Principal Components Analysis Self-Organizing Map. |
ICANN |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz |
Invariant pattern identification by self-organising networks. |
Pattern Recognition Letters |
2001 |
DBLP BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz |
Dynamic Topology Networks for Colour Image Compression. |
IWANN |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | José Antonio Gómez-Ruiz, José Muñoz-Pérez, Ezequiel López-Rubio, M. Angeles García-Bernal |
Expansive and Competitive Neural Networks. |
IWANN |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz |
A Robust Two-Stage System for Image Segmentation. |
ICPR |
2000 |
DBLP DOI BibTeX RDF |
image segmentation, self-organization, hierarchical clustering |
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