Esteban J. Palomo

Karl Thurnhofer-Hemsi

2020

The Forbidden Region Self-Organizing Map Neural Network.

[BibT_eX]

[DOI]

Antonio Díaz Ramos

IEEE Trans. Neural Networks Learn. Syst., 2020

Exploratory Data Analysis and Foreground Detection with the Growing Hierarchical Neural Forest.

[BibT_eX]

[DOI]

Francisco Ortega-Zamorano

Rafaela Benítez-Rochel

Neural Process. Lett., 2020

Deep learning-based video surveillance system managed by low cost hardware and panoramic cameras.

[BibT_eX]

[DOI]

Integr. Comput. Aided Eng., 2020

Image Clustering Using a Growing Neural Gas with Forbidden Regions.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Motion detection with low cost hardware for PTZ cameras.

[BibT_eX]

[DOI]

Integr. Comput. Aided Eng., 2019

Use of an ANN to Value MTF and Melatonin Effect on ADHD Affected Children.

[BibT_eX]

[DOI]

Antonio Muñoz

Antonio Jerez-Calero

IEEE Access, 2019

Deep Learning-Based Security System Powered by Low Cost Hardware and Panoramic Cameras.

[BibT_eX]

[DOI]

Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

2018

Unsupervised learning by cluster quality optimization.

[BibT_eX]

[DOI]

Francisco Ortega-Zamorano

Inf. Sci., 2018

Foreground object detection for video surveillance by fuzzy logic based estimation of pixel illumination states.

[BibT_eX]

[DOI]

Francisco Javier López-Rubio

Log. J. IGPL, 2018

The effect of noise on foreground detection algorithms.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2018

A New Self-Organizing Neural Gas Model based on Bregman Divergences.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Deep learning-based anomalous object detection system powered by microcontroller for PTZ cameras.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

The Growing Hierarchical Neural Gas Self-Organizing Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Dynamic tree topology learning by self-organization.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2017

Motion Detection by Microcontroller for Panning Cameras.

[BibT_eX]

[DOI]

Jesús Benito-Picazo

Francisco Javier López-Rubio

Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Unsupervised Color Quantization with the Growing Neural Forest.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2017

2016

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

[BibT_eX]

[DOI]

Neural Process. Lett., 2016

Learning Topologies with the Growing Neural Forest.

[BibT_eX]

[DOI]

Francisco Ortega-Zamorano

Int. J. Neural Syst., 2016

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

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

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Extended abstract: A color quantization approach based on the Growing Neural Forest.

[BibT_eX]

[DOI]

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016

Frame Size Reduction for Foreground Detection in Video Sequences.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2016

2015

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

[BibT_eX]

[DOI]

Soft Comput., 2015

Robust self-organization with M-estimators.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Visualization of Complex Datasets with the Self-Organizing Spanning Tree.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2015

2014

Hierarchical Color Quantization Based on Self-organization.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2014

Bregman Divergences for Growing Hierarchical Self-Organizing Networks.

[BibT_eX]

[DOI]

Francisco Javier López-Rubio

Int. J. Neural Syst., 2014

Color space selection for self-organizing map based foreground detection in video sequences.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Image Compression and Video Segmentation Using Hierarchical Self-Organization.

[BibT_eX]

[DOI]

José Muñoz

Neural Process. Lett., 2013

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

[BibT_eX]

[DOI]

Neural Process. Lett., 2013

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

Hierarchical Self-Organizing Networks for Multispectral Data Visualization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2013

A Self-organizing Map for Traffic Flow Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2013

2012

SOM-Based Techniques towards Hierarchical Visualisation of Network Forensics Traffic Data.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence for Privacy and Security, 2012

Feature Selection of Hand Biometrical Traits Based on Computational Intelligence Techniques.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence for Privacy and Security, 2012

Application of growing hierarchical SOM for visualisation of network forensics traffic data.

[BibT_eX]

[DOI]

Neural Networks, 2012

2011

Growing Hierarchical Probabilistic Self-Organizing Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Dynamic topology learning with the probabilistic self-organizing graph.

[BibT_eX]

[DOI]

Esteban José Palomo-Ferrer

María del Carmen Vargas-González

Neurocomputing, 2011

Lossy Image Compression Using a GHSOM.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2011

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2011

Visualisation of network forensics traffic data with a self-organising map for qualitative features.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Image compression based on growing hierarchical Self-Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

GA-based feature selection approach in biometric hand systems.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

An anomaly detection system using a GHSOM-1.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Web Document Clustering based on a Hierarchical Self-Organizing Model.

[BibT_eX]

[DOI]

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

An ART-type network approach for video object detection.

[BibT_eX]

[DOI]

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009

Hierarchical Graphs for Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

A Neural Recognition System for Manufactured Objects.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing, 2009

Image Hierarchical Segmentation Based on a GHSOM.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Spam Detection Based on a Hierarchical Self-Organizing Map.

[BibT_eX]

[DOI]

Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009

Network Security Using Growing Hierarchical Self-Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Growing Competitive Network for Tracking Objects in Video Sequences.

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Object Tracking in Video Sequences by Unsupervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

A Self-Organized Multiagent System for Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the Agents and Data Mining Interaction, 4th International Workshop, 2009

2008

Detecting Critical Situation in Public Transport.

[BibT_eX]

Francisco L. Valverde

José Muñoz

Proceedings of the Pattern Recognition in Information Systems, 2008

A Competitive Neural Network for Intrusion Detection Systems.

[BibT_eX]

[DOI]

Proceedings of the Modelling, 2008

A Neural Network Approach for Video Object Segmentation in Traffic Surveillance.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

A New GHSOM Model Applied to Network Security.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

A Neighborhood-Based Competitive Network for Video Segmentation and Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

A Dipolar Competitive Neural Network for Video Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2008

Video Object Segmentation with Multivalued Neural Networks.

[BibT_eX]

[DOI]

Enrique Mérida Casermeiro