| A survey of methods for distributed machine learning D Peteiro-Barral, B Guijarro-Berdiñas Progress in Artificial Intelligence 2, 1-11, 2013 | 254 | 2013 |
| Online machine learning Ó Fontenla-Romero, B Guijarro-Berdiñas, D Martinez-Rego, ... Efficiency and scalability methods for computational intellect, 27-54, 2013 | 112 | 2013 |
| Distributed one-class support vector machine E Castillo, D Peteiro-Barral, BG Berdiñas, O Fontenla-Romero International journal of neural systems 25 (07), 1550029, 2015 | 66 | 2015 |
| A methodology for improving tear film lipid layer classification B Remeseiro, V Bolon-Canedo, D Peteiro-Barral, A Alonso-Betanzos, ... IEEE journal of biomedical and health informatics 18 (4), 1485-1493, 2013 | 51 | 2013 |
| On the scalability of feature selection methods on high-dimensional data V Bolón-Canedo, D Rego-Fernández, D Peteiro-Barral, ... Knowledge and Information Systems 56, 395-442, 2018 | 47 | 2018 |
| A mixture of experts for classifying sleep apneas B Guijarro-Berdinas, E Hernandez-Pereira, D Peteiro-Barral Expert Systems with Applications 39 (8), 7084-7092, 2012 | 32 | 2012 |
| A unified pipeline for online feature selection and classification V Bolon-Canedo, D Fernández-Francos, D Peteiro-Barral, ... Expert Systems with Applications 55, 532-545, 2016 | 22 | 2016 |
| Evaluation of an automatic dry eye test using MCDM methods and rank correlation D Peteiro-Barral, B Remeseiro, R Méndez, MG Penedo Medical & biological engineering & computing 55, 527-536, 2017 | 17 | 2017 |
| Learning from heterogeneously distributed data sets using artificial neural networks and genetic algorithms D Peteiro-Barral, B Guijarro-Berdinas, B Pérez-Sánchez Journal of Artificial Intelligence and Soft Computing Research 2, 2012 | 16 | 2012 |
| Toward the scalability of neural networks through feature selection D Peteiro-Barral, V Bolón-Canedo, A Alonso-Betanzos, ... Expert systems with applications 40 (8), 2807-2816, 2013 | 15 | 2013 |
| Scalability analysis of lter-based methods for feature selection D Peteiro-Barral, V Bolon-Canedo, A Alonso-Betanzos, ... Advances in Smart Systems Research 2 (1), 21, 2012 | 14 | 2012 |
| Scalability analysis of ANN training algorithms with feature selection V Bolón-Canedo, D Peteiro-Barral, A Alonso-Betanzos, ... Conference of the Spanish Association for Artificial Intelligence, 84-93, 2011 | 11 | 2011 |
| An EEG-Based brain informatics application for enhancing music experience Y Guo, C Wu, D Peteiro-Barral International Conference on Brain Informatics, 265-276, 2012 | 9 | 2012 |
| A study on the scalability of artificial neural networks training algorithms using multiple-criteria decision-making methods D Peteiro-Barral, B Guijarro-Berdiñas Artificial Intelligence and Soft Computing: 12th International Conference …, 2013 | 8 | 2013 |
| Interferential tear film lipid layer classification: an automatic dry eye test V Bolon-Canedo, D Peteiro-Barral, B Remeseiro, A Alonso-Betanzos, ... 2012 IEEE 24th International Conference on Tools with Artificial …, 2012 | 8 | 2012 |
| A comparative study of the scalability of a sensitivity-based learning algorithm for artificial neural networks D Peteiro-Barral, B Guijarro-Berdinas, B Perez-Sanchez, ... Expert systems with applications 40 (10), 3900-3905, 2013 | 5 | 2013 |
| On the effectiveness of distributed learning on different class-probability distributions of data D Peteiro-Barral, B Guijarro-Berdiñas, B Pérez-Sánchez Advances in Artificial Intelligence: 14th Conference of the Spanish …, 2011 | 4 | 2011 |
| Evaluation of class Binarization and feature selection in tear film classification using TOPSIS R Méndez, B Remeseiro, D Peteiro-Barral, MG Penedo Agents and Artificial Intelligence: 5th International Conference, ICAART …, 2014 | 3 | 2014 |
| An analysis of clustering approaches to distributed learning on heterogeneously distributed datasets D Peteiro-Barral, B Guijarro-Berdiñas Advances in Knowledge-based and Intelligent Information and Engineering …, 2012 | 3 | 2012 |
| DEALING WITH “VERY LARGE” DATASETS-An Overview of a Promising Research Line: Distributed Learning D Peteiro-Barral, B Guijarro-Berdiñas, B Pérez-Sánchez International Conference on Agents and Artificial Intelligence 2, 476-481, 2011 | 3 | 2011 |
