| 2024 | SAC | An effective and efficient green federated learning method for one-layer neural networks. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Elena Hernndez-Pereira, Beatriz Prez-Snchez |
| 2024 | SAC | Analysis of voice recordings features for Classification of Parkinson's Disease. | Beatriz Prez-Snchez, Noelia Snchez-Maroo, Miguel A. Daz-Freire |
| 2021 | ESANN | Federated Learning approach for SpectralClustering. | Elena Hernndez-Pereira, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez |
| 2021 | IWANN | Regularized One-Layer Neural Networks for Distributed and Incremental Environments. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez |
| 2018 | ESANN | LANN-DSVD: A privacy-preserving distributed algorithm for machine learning. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez, Marcelo Gmez-Casal |
| 2018 | ESANN | Feature selection for label ranking. | Noelia Snchez-Maroo, Beatriz Prez-Snchez |
| 2016 | ESANN | A fast learning algorithm for high dimensional problems: an application to microarrays. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez, Diego Rego-Fernndez, David Martnez-Rego |
| 2016 | ESANN | Distributed learning algorithm for feedforward neural networks. | Oscar Fontenla-Romero, Beatriz Prez-Snchez, Bertha Guijarro-Berdias, Diego Rego-Fernndez |
| 2016 | ICANN | Two-Class with Oversampling Versus One-Class Classification for Microarray Datasets. | Beatriz Prez-Snchez, Oscar Fontenla-Romero, Noelia Snchez-Maroo |
| 2015 | EANN | One-Class Classification for Microarray Datasets with Feature Selection. | Beatriz Prez-Snchez, Oscar Fontenla-Romero, Noelia Snchez-Maroo |
| 2015 | IJCNN | Selecting target concept in one-class classification for handling class imbalance problem. | Beatriz Prez-Snchez, Oscar Fontenla-Romero, Noelia Snchez-Maroo |
| 2014 | ICAART | Self-adaptive Topology Neural Network for Online Incremental Learning. | Beatriz Prez-Snchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdias |
| 2014 | ICAART | Adaptive Neural Topology Based on Vapnik-Chervonenkis Dimension. | Beatriz Prez-Snchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdias |
| 2011 | ESANN | A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms. | Diego Peteiro-Barral, Bertha Guijarro-Berdias, Beatriz Prez-Snchez, Oscar Fontenla-Romero |
| 2011 | ICAART | Dealing with "Very Large" Datasets - An Overview of a Promising Research Line: Distributed Learning. | Diego Peteiro-Barral, Bertha Guijarro-Berdias, Beatriz Prez-Snchez |
| 2010 | ICANN | Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks. | David Martnez-Rego, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Amparo Alonso-Betanzos |
| 2010 | IJCNN | An incremental learning method for neural networks in adaptive environments. | Beatriz Prez-Snchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdias |
| 2009 | IWANN | A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis with Automatic Regularization. | Beatriz Prez-Snchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdias |
| 2008 | ESANN | A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis. | Bertha Guijarro-Berdias, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Amparo Alonso-Betanzos |
| 2007 | ESANN | Classification of computer intrusions using functional networks. A comparative study. | Amparo Alonso-Betanzos, Noelia Snchez-Maroo, Flix M. Carballal-Fortes, Juan A. Surez-Romero, Beatriz Prez-Snchez |
| 2007 | ICANN | A Fast Semi-linear Backpropagation Learning Algorithm. | Bertha Guijarro-Berdias, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Paula Fraguela |
| 2007 | ICANN | An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Beatriz Prez-Snchez |
| 2007 | IJCNN | A Novel Local Classification Method using Growing Neural Gas and Proximal Support Vector Machines. | Ruben M. Rodriguez-Pena, Beatriz Prez-Snchez, Oscar Fontenla-Romero |
| 2007 | IDEAL | A Linear Learning Method for Multilayer Perceptrons Using Least-Squares. | Bertha Guijarro-Berdias, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Paula Fraguela |