Beatriz Pérez-Sánchez

43 papers B 11C 2Misc 2Journal 15Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analysis of voice recordings features for Classification of Parkinson's Disease.
CoRR
Beatriz Pérez-Sánchez, Noelia Sánchez-Maroño, Miguel A. Díaz-Freire
2025 J jnl
ProgTutor: A Robotic-Based Framework to Support Teaching and Learning of Programming Fundamentals.
IEEE Trans. Learn. Technol.
Javier Ortega-Morla, Antonio Leis, Alma Mallo, Laura Morán-Fernández, Sara Guerreiro-Santalla, Alejandro Paz-Lopez, Beatriz Pérez-Sánchez, Noelia Sánchez-Maroño, Alejandro Rodríguez-Arias, Oscar Fontenla-Romero, Francisco Bellas
2024 Misc conf
An effective and efficient green federated learning method for one-layer neural networks.
SAC
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Beatriz Pérez-Sánchez
2024 Misc conf
Analysis of voice recordings features for Classification of Parkinson's Disease.
SAC
Beatriz Pérez-Sánchez, Noelia Sánchez-Maroño, Miguel A. Díaz-Freire
2023 J jnl
An effective and efficient green federated learning method for one-layer neural networks.
CoRR
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Beatriz Pérez-Sánchez
2023 J jnl
FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks.
Future Gener. Comput. Syst.
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Beatriz Pérez-Sánchez
2021 J jnl
DSVD-autoencoder: A scalable distributed privacy-preserving method for one-class classification.
Int. J. Intell. Syst.
Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas
2021 B conf
Federated Learning approach for SpectralClustering.
ESANN
Elena Hernández-Pereira, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
2021 — conf
Regularized One-Layer Neural Networks for Distributed and Incremental Environments.
IWANN (2)
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
2018 J jnl
A review of adaptive online learning for artificial neural networks.
Artif. Intell. Rev.
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2018 J jnl
An incremental non-iterative learning method for one-layer feedforward neural networks.
Appl. Soft Comput.
Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas
2018 B conf
Feature selection for label ranking.
ESANN
Noelia Sánchez-Maroño, Beatriz Pérez-Sánchez
2018 B conf
LANN-DSVD: A privacy-preserving distributed algorithm for machine learning.
ESANN
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Marcelo Gómez-Casal
2018 J jnl
LANN-SVD: A Non-Iterative SVD-Based Learning Algorithm for One-Layer Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas
2016 B conf
A fast learning algorithm for high dimensional problems: an application to microarrays.
ESANN
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Diego Rego-Fernández, David Martínez-Rego
2016 B conf
Distributed learning algorithm for feedforward neural networks.
ESANN
Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas, Diego Rego-Fernández
2016 J jnl
Learning Data Structures - Same Difficulties in Different Countries?
Rev. Iberoam. de Tecnol. del Aprendiz.
Beatriz Pérez-Sánchez, Paula Morais
2016 — conf
Two-Class with Oversampling Versus One-Class Classification for Microarray Datasets.
ICANN (2)
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
2015 C conf
One-Class Classification for Microarray Datasets with Feature Selection.
EANN
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
2015 B conf
Selecting target concept in one-class classification for handling class imbalance problem.
IJCNN
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
2014 J jnl
Adaptive Inverse Control Using an Online Learning Algorithm for Neural Networks.
Informatica
José Luís Calvo-Rolle, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas
2014 — conf
Adaptive Neural Topology Based on Vapnik-Chervonenkis Dimension.
ICAART (Revised Selected Papers)
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2014 — conf
Self-adaptive Topology Neural Network for Online Incremental Learning.
ICAART (1)
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2013 J jnl
A comparative study of the scalability of a sensitivity-based learning algorithm for artificial neural networks.
Expert Syst. Appl.
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero
2013 J jnl
An online learning algorithm for adaptable topologies of neural networks.
Expert Syst. Appl.
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, David Martínez-Rego
2013 J jnl
Estimating the parameters of a fatigue model using Benders' decomposition.
Ann. Oper. Res.
Enrique F. Castillo, Roberto Mínguez, Antonio J. Conejo, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero
2011 B conf
A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms.
ESANN
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero
2011 J jnl
A robust incremental learning method for non-stationary environments.
Neurocomputing
David Martínez-Rego, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Amparo Alonso-Betanzos
2011 — conf
Dealing with "Very Large" Datasets - An Overview of a Promising Research Line: Distributed Learning.
ICAART (1)
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
2011 — conf
Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks.
HIMA
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
2011 — conf
On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data.
CAEPIA
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
2010 J jnl
A new convex objective function for the supervised learning of single-layer neural networks.
Pattern Recognit.
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos
2010 B conf
An incremental learning method for neural networks in adaptive environments.
IJCNN
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2010 — conf
Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks.
ICANN (1)
David Martínez-Rego, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos
2009 — conf
A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis with Automatic Regularization.
IWANN (1)
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2009 — conf
An Incremental Learning Method for Neural Networks Based on Sensitivity Analysis.
CAEPIA
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2009 — ch.
Functional Networks.
Encyclopedia of Artificial Intelligence
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
2008 B conf
A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis.
ESANN
Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos
2007 — conf
A Fast Semi-linear Backpropagation Learning Algorithm.
ICANN (1)
Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela
2007 C conf
A Linear Learning Method for Multilayer Perceptrons Using Least-Squares.
IDEAL
Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela
2007 B conf
A Novel Local Classification Method using Growing Neural Gas and Proximal Support Vector Machines.
IJCNN
Ruben M. Rodriguez-Pena, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero
2007 — conf
An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition.
ICANN (2)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez
2007 B conf
Classification of computer intrusions using functional networks. A comparative study.
ESANN
Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Félix M. Carballal-Fortes, Juan A. Suárez-Romero, Beatriz Pérez-Sánchez