List of works - Ezequiel López-Rubio

A Competitive Neural Network for Multiple Object Tracking in Video Sequence Analysis

scientific article published on 12 December 2012

A Histogram Transform for ProbabilityDensity Function Estimation.

scientific article published on April 2014

A Self-organizing Map for Traffic Flow Monitoring

scientific article published in 2013

A principal components analysis self-organizing map.

scientific article published in March 2004

A self-organizing map to improve vehicle detection in flow monitoring systems

scientific article published on 8 January 2015

Assessment of geometric features for individual identification and verification in biometric hand systems

scientific article published in July 2013

Bregman divergences for growing hierarchical self-organizing networks

scientific article published on 27 March 2014

Computational intelligence techniques in medicine

scientific article published on 5 March 2015

Continuous chemical classification in uncontrolled environments with sliding windows

scientific article published in November 2016

Dynamic topology learning with the probabilistic self-organizing graph

scientific article published in September 2011

Dynamic tree topology learning by self-organization

scientific article published on 4 March 2016

Feature Selection of Hand Biometrical Traits Based on Computational Intelligence Techniques

scientific article published in 2012

Feature Weighting in Competitive Learning for Multiple Object Tracking in Video Sequences

scientific article published in 2011

Foreground Detection by Competitive Learning for Varying Input Distributions

scientific article published on 13 November 2017

Foreground detection in video sequences with probabilistic self-organizing maps.

scientific article

Frame Size Reduction for Foreground Detection in Video Sequences

scientific article published in 2016

Grid topologies for the self-organizing map.

scientific article published on 13 May 2014

Growing hierarchical probabilistic self-organizing graphs

scientific article published on 12 May 2011

Hierarchical Self-Organizing Networks for Multispectral Data Visualization

scientific article published in 2013

Improving Uncertainty Estimation With Semi-Supervised Deep Learning for COVID-19 Detection Using Chest X-Ray Images

scientific article published on 02 June 2021

Improving the quality of self-organizing maps by self-intersection avoidance.

scientific article

Kernel regression based feature extraction for 3D MR image denoising

scientific article published on 26 February 2011

Learning Topologies with the Growing Neural Forest

scientific article published on 11 April 2016

Motion Detection by Microcontroller for Panning Cameras

scientific article published in 2017

Multivariate student-t self-organizing maps

scientific article published on 13 May 2009

Pixel Features for Self-organizing Map Based Detection of Foreground Objects in Dynamic Environments

scientific article published in October 2016

Principal components analysis competitive learning

scientific article published in November 2004

Probabilistic PCA self-organizing maps.

scientific article published on 18 August 2009

Probabilistic self-organizing maps for continuous data.

scientific article

Probabilistic self-organizing maps for qualitative data ⬇️

scientific article published on July 31, 2010

Robust location and spread measures for nonparametric probability density function estimation

scientific article published in October 2009

Robust self-organization with M-estimators

scientific article published in March 2015

Selecting the Color Space for Self-Organizing Map Based Foreground Detection in Video

scientific article published on 10 May 2015

Smart motion detection sensor based on video processing using self-organizing maps

scientific article published in December 2016

THE ROLE OF THE LATTICE DIMENSIONALITY IN THE SELF-ORGANIZING MAP

scientific article published in 2018

The Forbidden Region Self-Organizing Map Neural Network

scientific article published on 18 March 2019

The Growing Hierarchical Neural Gas Self-Organizing Neural Network.

scientific article published on 2 June 2016

The effect of noise on foreground detection algorithms

scientific article published on 20 October 2016

Unsupervised Color Quantization with the Growing Neural Forest

scientific article published in 2017

Unsupervised learning by cluster quality optimization

scientific article published in April 2018

Visualization of Complex Datasets with the Self-Organizing Spanning Tree

scientific article published in 2015

List of works by Ezequiel López-Rubio

A Competitive Neural Network for Multiple Object Tracking in Video Sequence Analysis

A Histogram Transform for ProbabilityDensity Function Estimation.

A Self-organizing Map for Traffic Flow Monitoring

A principal components analysis self-organizing map.

A self-organizing map to improve vehicle detection in flow monitoring systems

Assessment of geometric features for individual identification and verification in biometric hand systems

Bregman divergences for growing hierarchical self-organizing networks

Computational intelligence techniques in medicine

Continuous chemical classification in uncontrolled environments with sliding windows

Dynamic topology learning with the probabilistic self-organizing graph

Dynamic tree topology learning by self-organization

Feature Selection of Hand Biometrical Traits Based on Computational Intelligence Techniques

Feature Weighting in Competitive Learning for Multiple Object Tracking in Video Sequences

Foreground Detection by Competitive Learning for Varying Input Distributions

Foreground detection in video sequences with probabilistic self-organizing maps.

Frame Size Reduction for Foreground Detection in Video Sequences

Grid topologies for the self-organizing map.

Growing hierarchical probabilistic self-organizing graphs

Hierarchical Self-Organizing Networks for Multispectral Data Visualization

Improving Uncertainty Estimation With Semi-Supervised Deep Learning for COVID-19 Detection Using Chest X-Ray Images

Improving the quality of self-organizing maps by self-intersection avoidance.

Kernel regression based feature extraction for 3D MR image denoising

Learning Topologies with the Growing Neural Forest

Motion Detection by Microcontroller for Panning Cameras

Multivariate student-t self-organizing maps

Pixel Features for Self-organizing Map Based Detection of Foreground Objects in Dynamic Environments

Principal components analysis competitive learning

Probabilistic PCA self-organizing maps.

Probabilistic self-organizing maps for continuous data.

Probabilistic self-organizing maps for qualitative data ⬇️

Robust location and spread measures for nonparametric probability density function estimation

Robust self-organization with M-estimators

Selecting the Color Space for Self-Organizing Map Based Foreground Detection in Video

Smart motion detection sensor based on video processing using self-organizing maps

THE ROLE OF THE LATTICE DIMENSIONALITY IN THE SELF-ORGANIZING MAP

The Forbidden Region Self-Organizing Map Neural Network

The Growing Hierarchical Neural Gas Self-Organizing Neural Network.

The effect of noise on foreground detection algorithms

Unsupervised Color Quantization with the Growing Neural Forest

Unsupervised learning by cluster quality optimization

Visualization of Complex Datasets with the Self-Organizing Spanning Tree