Diego Peteiro-Barral

Publication Activity (10 Years)

Years Active: 2009-2018
Publications (10 Years): 4

Top Topics

Training Algorithm

Feature Selection

Distributed Learning

Artificial Neural Networks

Top Venues

Expert Syst. Appl.

IEEE J. Biomed. Health Informatics

ICAART (Revised Selected Papers)

Publications

Verónica Bolón-Canedo, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
On the scalability of feature selection methods on high-dimensional data. Knowl. Inf. Syst. 56 (2) (2018)
Diego Peteiro-Barral, Beatriz Remeseiro, Rebeca Méndez, Manuel G. Penedo
Evaluation of an automatic dry eye test using MCDM methods and rank correlation. Medical Biol. Eng. Comput. 55 (4) (2017)
Verónica Bolón-Canedo, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
A unified pipeline for online feature selection and classification. Expert Syst. Appl. 55 (2016)
Enrique F. Castillo, Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero
Distributed One-Class Support Vector Machine. Int. J. Neural Syst. 25 (7) (2015)
Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
Learning on Vertically Partitioned Data based on Chi-square Feature Selection and Naive Bayes Classification. ICAART (1) (2014)
Beatriz Remeseiro, Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Antonio Mosquera González, Manuel G. Penedo, Noelia Sánchez-Maroño
A Methodology for Improving Tear Film Lipid Layer Classification. IEEE J. Biomed. Health Informatics 18 (4) (2014)
Diego Peteiro-Barral, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
Toward the scalability of neural networks through feature selection. Expert Syst. Appl. 40 (8) (2013)
Rebeca Méndez, Beatriz Remeseiro, Diego Peteiro-Barral, Manuel G. Penedo
Evaluation of Class Binarization and Feature Selection in Tear Film Classification using TOPSIS. ICAART (Revised Selected Papers) (2013)
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas
A Study on the Scalability of Artificial Neural Networks Training Algorithms Using Multiple-Criteria Decision-Making Methods. ICAISC (1) (2013)
Rebeca Méndez, Beatriz Remeseiro, Diego Peteiro-Barral, Manuel G. Penedo
Multi-criteria Evaluation of Class Binarization and Feature Selection in Tear Film Lipid Layer Classification. ICAART (2) (2013)
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero
A comparative study of the scalability of a sensitivity-based learning algorithm for artificial neural networks. Expert Syst. Appl. 40 (10) (2013)
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas
A Distributed Learning Algorithm Based on Frontier Vector Quantization and Information Theory. ICANN (2013)
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas
A survey of methods for distributed machine learning. Prog. Artif. Intell. 2 (1) (2013)
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas
An Analysis of Clustering Approaches to Distributed Learning on Heterogeneously Distributed Datasets. KES (2012)
Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Diego Peteiro-Barral
A mixture of experts for classifying sleep apneas. Expert Syst. Appl. 39 (8) (2012)
Verónica Bolón-Canedo, Diego Peteiro-Barral, Beatriz Remeseiro, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Antonio Mosquera González, Manuel G. Penedo, Noelia Sánchez-Maroño
Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test. ICTAI (2012)
Yike Guo, Chao Wu, Diego Peteiro-Barral
An EEG-Based Brain Informatics Application for Enhancing Music Experience. Brain Informatics (2012)
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
Dealing with "Very Large" Datasets - An Overview of a Promising Research Line: Distributed Learning. ICAART (1) (2011)
Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
Scalability Analysis of ANN Training Algorithms with Feature Selection. CAEPIA (2011)
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero
A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms. ESANN (2011)
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks. HIMA (2011)
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data. CAEPIA (2011)
Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Diego Peteiro-Barral
Classifying Sleep Apneas Using Neural Networks and a Combination of Experts. CAEPIA (2009)