Beatriz
Pérez Sánchez
Profesora Titular de Universidad
Publicaciones (50) Publicaciones de Beatriz Pérez Sánchez
2024
-
An effective and efficient green federated learning method for one-layer neural networks
Proceedings of the ACM Symposium on Applied Computing
-
Analysis of voice recordings features for Classification of Parkinson's Disease
Proceedings of the ACM Symposium on Applied Computing
-
Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023
-
FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks
Future Generation Computer Systems, Vol. 149, pp. 200-211
2022
-
Mujeres en Ciencias de la Computación: presencial desigual y tipos de enseñanza
Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 7, pp. 287-294
2021
-
DSVD-autoencoder: A scalable distributed privacy-preserving method for one-class classification
International Journal of Intelligent Systems, Vol. 36, Núm. 1, pp. 177-199
-
Efecto de la evaluación docente por COVID-19. Influencia en los resultados académicos en titulaciones y materias con diferente número de alumnos
Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 6, pp. 131-138
-
Federated Learning approach for Spectral Clustering
ESANN 2021 Proceedings - 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
-
Mujeres en estudios científico-tecnológicos en la Universidade da Coruña: evolución de estudiantes y personal docente e investigador
Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 6, pp. 195-201
-
Regularized One-Layer Neural Networks for Distributed and Incremental Environments
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019
-
Classification of Microarray Data
Methods in Molecular Biology (Humana Press Inc.), pp. 185-205
2018
-
A review of adaptive online learning for artificial neural networks
Artificial Intelligence Review, Vol. 49, Núm. 2, pp. 281-299
-
An incremental non-iterative learning method for one-layer feedforward neural networks
Applied Soft Computing Journal, Vol. 70, pp. 951-958
-
Feature selection for label ranking
ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
-
LANN-DSVD: A privacy-preserving distributed algorithm for machine learning
ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
-
LANN-SVD: A non-iterative SVD-Based learning algorithm for one-layer neural networks
IEEE Transactions on Neural Networks and Learning Systems, Vol. 29, Núm. 8, pp. 3900-3905
2016
-
A fast learning algorithm for high dimensional problems: An application to microarrays
ESANN 2016 - 24th European Symposium on Artificial Neural Networks
-
Distributed learning algorithm for feedforward neural networks
ESANN 2016 - 24th European Symposium on Artificial Neural Networks
-
Learning Data Structures-Same Difficulties in Different Countries?
Revista Iberoamericana de Tecnologias del Aprendizaje, Vol. 11, Núm. 4, pp. 242-247
-
Two-class with oversampling versus one-class classification for microarray datasets
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)