Classifying Sleep Apneas Using Neural Networks and a Combination of Experts. - Bertha Guijarro-Berdiñas; Elena Hernández-Pereira; Diego Peteiro-Barral (CAEPIA, 2009)

Scalability Analysis of ANN Training Algorithms with Feature Selection. - Verónica Bolón-Canedo; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (CAEPIA, 2011)

On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez (CAEPIA, 2011)

A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez; Oscar Fontenla-Romero (ESANN, 2011)

Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez (HIMA, 2011)

Dealing with "Very Large" Datasets - An Overview of a Promising Research Line: Distributed Learning. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez (ICAART (1), 2011)

An EEG-Based Brain Informatics Application for Enhancing Music Experience. - Yike Guo; Chao Wu 001; Diego Peteiro-Barral (Brain Informatics, 2012)

Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test. - Verónica Bolón-Canedo; Diego Peteiro-Barral; Beatriz Remeseiro; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Antonio Mosquera González; Manuel G. Penedo; Noelia Sánchez-Maroño (ICTAI, 2012)

An Analysis of Clustering Approaches to Distributed Learning on Heterogeneously Distributed Datasets. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas (KES, 2012)

A mixture of experts for classifying sleep apneas. - Bertha Guijarro-Berdiñas; Elena Hernández-Pereira; Diego Peteiro-Barral (Expert Syst. Appl., 2012)

Multi-criteria Evaluation of Class Binarization and Feature Selection in Tear Film Lipid Layer Classification. - Rebeca Méndez; Beatriz Remeseiro; Diego Peteiro-Barral; Manuel G. Penedo (ICAART (2), 2013)

Evaluation of Class Binarization and Feature Selection in Tear Film Classification using TOPSIS. - Rebeca Méndez; Beatriz Remeseiro; Diego Peteiro-Barral; Manuel G. Penedo (ICAART (Revised Selected Papers), 2013)

A Study on the Scalability of Artificial Neural Networks Training Algorithms Using Multiple-Criteria Decision-Making Methods. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas (ICAISC (1), 2013)

A Distributed Learning Algorithm Based on Frontier Vector Quantization and Information Theory. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas (ICANN, 2013)

Toward the scalability of neural networks through feature selection. - Diego Peteiro-Barral; Verónica Bolón-Canedo; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (Expert Syst. Appl., 2013)

A comparative study of the scalability of a sensitivity-based learning algorithm for artificial neural networks. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez; Oscar Fontenla-Romero (Expert Syst. Appl., 2013)

A survey of methods for distributed machine learning. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas (Prog. Artif. Intell., 2013)

Learning on Vertically Partitioned Data based on Chi-square Feature Selection and Naive Bayes Classification. - Verónica Bolón-Canedo; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (ICAART (1), 2014)

A Methodology for Improving Tear Film Lipid Layer Classification. - Beatriz Remeseiro; Verónica Bolón-Canedo; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Antonio Mosquera González; Manuel G. Penedo; Noelia Sánchez-Maroño (IEEE J. Biomed. Health Informatics, 2014)

Distributed One-Class Support Vector Machine. - Enrique F. Castillo; Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Oscar Fontenla-Romero (Int. J. Neural Syst., 2015)

A unified pipeline for online feature selection and classification. - Verónica Bolón-Canedo; Diego Fernández-Francos; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (Expert Syst. Appl., 2016)

Evaluation of an automatic dry eye test using MCDM methods and rank correlation. - Diego Peteiro-Barral; Beatriz Remeseiro; Rebeca Méndez; Manuel G. Penedo (Medical Biol. Eng. Comput., 2017)

On the scalability of feature selection methods on high-dimensional data. - Verónica Bolón-Canedo; Diego Fernández-Francos; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (Knowl. Inf. Syst., 2018)