Diego Peteiro-Barral

Diego Fernández-Francos

Knowl. Inf. Syst., 2018

2017

Evaluation of an automatic dry eye test using MCDM methods and rank correlation.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2017

2016

A unified pipeline for online feature selection and classification.

[BibT_eX]

[DOI]

Diego Fernández-Francos

Expert Syst. Appl., 2016

2015

Distributed One-Class Support Vector Machine.

[BibT_eX]

[DOI]

Enrique F. Castillo

Oscar Fontenla-Romero

Int. J. Neural Syst., 2015

2014

A Methodology for Improving Tear Film Lipid Layer Classification.

[BibT_eX]

[DOI]

Beatriz Remeseiro

Antonio Mosquera González

Manuel G. Penedo

IEEE J. Biomed. Health Informatics, 2014

Learning on Vertically Partitioned Data based on Chi-square Feature Selection and Naive Bayes Classification.

[BibT_eX]

[DOI]

Proceedings of the ICAART 2014, 2014

2013

A survey of methods for distributed machine learning.

[BibT_eX]

[DOI]

Prog. Artif. Intell., 2013

A comparative study of the scalability of a sensitivity-based learning algorithm for artificial neural networks.

[BibT_eX]

[DOI]

Oscar Fontenla-Romero

Expert Syst. Appl., 2013

Toward the scalability of neural networks through feature selection.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

A Distributed Learning Algorithm Based on Frontier Vector Quantization and Information Theory.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

A Study on the Scalability of Artificial Neural Networks Training Algorithms Using Multiple-Criteria Decision-Making Methods.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2013

Evaluation of Class Binarization and Feature Selection in Tear Film Classification using TOPSIS.

[BibT_eX]

[DOI]

Proceedings of the Agents and Artificial Intelligence - 5th International Conference, 2013

Multi-criteria Evaluation of Class Binarization and Feature Selection in Tear Film Lipid Layer Classification.

[BibT_eX]

Proceedings of the ICAART 2013, 2013

2012

A mixture of experts for classifying sleep apneas.

[BibT_eX]

[DOI]

Elena Hernández-Pereira

Expert Syst. Appl., 2012

An Analysis of Clustering Approaches to Distributed Learning on Heterogeneously Distributed Datasets.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test.

[BibT_eX]

[DOI]

Beatriz Remeseiro

Antonio Mosquera González

Manuel G. Penedo

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

An EEG-Based Brain Informatics Application for Enhancing Music Experience.

[BibT_eX]

[DOI]

Yike Guo

Chao Wu

Proceedings of the Brain Informatics - International Conference, 2012

2011

Dealing with "Very Large" Datasets - An Overview of a Promising Research Line: Distributed Learning.

[BibT_eX]

Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011

Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Workshop On Hybrid Intelligent Models And Applications, 2011

A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms.

[BibT_eX]

[DOI]

Oscar Fontenla-Romero

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2011

Scalability Analysis of ANN Training Algorithms with Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2011

2009

Classifying Sleep Apneas Using Neural Networks and a Combination of Experts.

[BibT_eX]

[DOI]

Elena Hernández-Pereira