Bertha Guijarro-Berdiñas

118 papers A 2B 19C 5Misc 5Journal 55Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
FedHENet: A Frugal Federated Learning Framework for Heterogeneous Environments.
CoRR
Alejandro Dopico-Castro, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Iván Pérez Digón
2026 J jnl
Real-time analysis of indoor sports game situations through deep learning-based classification.
Expert Syst. Appl.
Bruno Cabado, Bertha Guijarro-Berdiñas, Emilio J. Padrón
2025 J jnl
A robust methodology for long-term sustainability evaluation of Machine Learning models.
CoRR
Jorge Paz-Ruza, João Gama, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
2025 J jnl
An agent-based model to simulate the public acceptability of social innovations.
Expert Syst. J. Knowl. Eng.
Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Isabel Lema-Blanco, Adina Dumitru
2025 J jnl
Beyond RMSE and MAE: Introducing EAUC to Unmask Hidden Bias and Unfairness in Dyadic Regression Models.
IEEE Trans. Neural Networks Learn. Syst.
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
2025 — conf
Communication and Negotiation to Improve Agent-Based Models.
ICAART (3)
Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño, Bertha Guijarro-Berdiñas
2025 J jnl
Efficient Single-Step Framework for Incremental Class Learning in Neural Networks.
CoRR
Alejandro Dopico-Castro, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2025 B conf
Efficient and Secure Federated Learning with Ensemble of One-Layer Neural Networks.
IJCNN
Abel Pampín-Rodríguez, Oscar Fontenla-Romero, Elena Hernández-Pereira, Bertha Guijarro-Berdiñas
2025 A conf
From Raw Feeds to Curated Clips: A Modular AI Framework for Sports Highlight Production.
ECAI
Bruno Cabado, Bertha Guijarro-Berdiñas, Emilio J. Padrón
2025 J jnl
Performance and sustainability of BERT derivatives in dyadic data.
Expert Syst. Appl.
Miguel Escarda, Carlos Eiras-Franco, Brais Cancela, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2025 — conf
Predicting the State of Health of Supercapacitors Using a Federated Learning Model with Homomorphic Encryption.
ICAART (3)
Víctor López, Oscar Fontenla-Romero, Elena Hernández-Pereira, Bertha Guijarro-Berdiñas, Carlos Blanco-Seijo, Samuel Fernández-Paz
2025 B conf
Predictively Combatting Toxicity in Health-related Online Discussions through Machine Learning.
IJCNN
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Carlos Eiras-Franco
2025 J jnl
Predictively Combatting Toxicity in Health-related Online Discussions through Machine Learning.
CoRR
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Carlos Eiras-Franco
2025 — conf
Quantitative and Qualitative Evaluation on Local Explainability Models for Anomaly Detection Algorithms.
IWANN (2)
David Esteban Martínez, Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2025 J jnl
Robust Gene Prioritization via Fast-mRMR Feature Selection in high-dimensional omics data.
CoRR
Rubén Fernández-Farelo, Jorge Paz-Ruza, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Alex Alves Freitas
2025 — conf
Sustainable Techniques to Improve Data Quality for Training Image-Based Explanatory Models for Recommender Systems.
ICANN (3)
Jorge Paz-Ruza, David Esteban Martínez, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
2024 B conf
AI-based algorithm for intrusion detection on a real dataset.
ESANN
David Esteban Martínez, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Elena Hernández-Pereira, Alejandro Esteban Martínez
2024 — ed.
Advances in Artificial Intelligence - 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruña, Spain, June 19-21, 2024, Proceedings
CAEPIA
Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Verónica Bolón-Canedo, Elena Hernández-Pereira, Oscar Fontenla-Romero, David Camacho, Juan Ramón Rabuñal, Manuel Ojeda-Aciego, Jesús Medina, José C. Riquelme, Alicia Troncoso
2024 B conf
Agent-based model to assess public acceptance of an energy sustainability project in the island of El Hierro.
KES
Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
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 J jnl
Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression models.
CoRR
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
2024 — conf
Beyond the Premier: Assessing Action Spotting Transfer Capability Across Diverse Domains.
CVPR Workshops
Bruno Cabado, Anthony Cioppa, Silvio Giancola, Andrés Villa, Bertha Guijarro-Berdiñas, Emilio J. Padrón, Bernard Ghanem, Marc Van Droogenbroeck
2024 Misc conf
EGAR: Environment Generator for Agent-Based Research.
PAAMS
Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño, Bertha Guijarro-Berdiñas
2024 J jnl
Explained anomaly detection in text reviews: Can subjective scenarios be correctly evaluated?
Eng. Appl. Artif. Intell.
David Novoa-Paradela, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2024 J jnl
Positive-Unlabelled Learning for Identifying New Candidate Dietary Restriction-related Genes among Ageing-related Genes.
CoRR
Jorge Paz-Ruza, Alex Alves Freitas, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
2024 J jnl
Positive-Unlabelled Learning for Improving Image-based Recommender System Explainability.
CoRR
Álvaro Fernández-Campa-González, Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
2024 J jnl
Positive-Unlabelled learning for identifying new candidate Dietary Restriction-related genes among ageing-related genes.
Comput. Biol. Medicine
Jorge Paz-Ruza, Alex Alves Freitas, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
2024 Misc conf
RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method.
SAC
Víctor López, Oscar Fontenla-Romero, Elena Hernández-Pereira, Bertha Guijarro-Berdiñas, Carlos Blanco-Seijo, Samuel Fernández-Paz
2024 J jnl
Simulating the Role of Norms in Processes of Social Innovation: Three Case Studies.
J. Artif. Soc. Soc. Simul.
Wander Jager, Bertha Guijarro-Berdiñas, Loes Bouman, Patrycja Antosz, Amparo Alonso-Betanzos, Douglas Salt, J. Gareth Polhill, Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño
2024 J jnl
Sustainable transparency on recommender systems: Bayesian ranking of images for explainability.
Inf. Fusion
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
2023 C conf
A Federated Learning Architecture for Anomaly Detection on the Edge Using Deep Autoencoders.
WETICE
David Novoa-Paradela, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Diego Orellana-Cañás
2023 J jnl
A One-Class Classification method based on Expanded Non-Convex Hulls.
Inf. Fusion
David Novoa-Paradela, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2023 J jnl
Agent-Based Model: Simulating a Virus Expansion Based on the Acceptance of Containment Measures.
CoRR
Alejandro Rodríguez-Arias, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
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
Explained anomaly detection in text reviews: Can subjective scenarios be correctly evaluated?
CoRR
David Novoa-Paradela, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2023 J jnl
Fast deep autoencoder for federated learning.
Pattern Recognit.
David Novoa-Paradela, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
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
2023 J jnl
Sustainable Transparency in Recommender Systems: Bayesian Ranking of Images for Explainability.
CoRR
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
2022 J jnl
Explain and Conquer: Personalised Text-based Reviews to Achieve Transparency.
CoRR
Iñigo López-Riobóo Botana, Verónica Bolón-Canedo, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2022 J jnl
Fast Deep Autoencoder for Federated learning.
CoRR
David Novoa-Paradela, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2022 B conf
How Agent-based modeling can help to foster sustainability projects.
KES
Noelia Sánchez-Maroño, Alejandro Rodríguez-Arias, Adina Dumitru, Isabel Lema-Blanco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2022 J jnl
Machine learning techniques to predict different levels of hospital care of CoVid-19.
Appl. Intell.
Elena Hernández-Pereira, Oscar Fontenla-Romero, Verónica Bolón-Canedo, Brais Cancela-Barizo, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2022 B conf
Real-time classification of handball game situations.
ICTAI
Bruno Cabado, Bertha Guijarro-Berdiñas, Emilio J. Padrón
2022 B conf
Sustainable Personalisation and Explainability in Dyadic Data Systems.
KES
Jorge Paz-Ruza, Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
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
Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data.
IWANN (2)
Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño
2021 — conf
Regularized One-Layer Neural Networks for Distributed and Incremental Environments.
IWANN (2)
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
2021 J jnl
Scalable feature selection using ReliefF aided by locality-sensitive hashing.
Int. J. Intell. Syst.
Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
2020 C conf
A FIPA-ACL based communication utility for Unity.
WETICE
Alejandro Rodríguez-Arias, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2020 J jnl
Fast Distributed
ACM Trans. Intell. Syst. Technol.
Carlos Eiras-Franco, David Martínez-Rego, Leslie Kanthan, César Piñeiro, Antonio Bahamonde, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2020 B conf
Online learning for anomaly detection via subdivisible convex hulls.
IJCNN
David Novoa-Paradela, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2019 J jnl
A scalable decision-tree-based method to explain interactions in dyadic data.
Decis. Support Syst.
Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
2019 J jnl
Large scale anomaly detection in mixed numerical and categorical input spaces.
Inf. Sci.
Carlos Eiras-Franco, David Martínez-Rego, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
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
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
2018 J jnl
On the scalability of feature selection methods on high-dimensional data.
Knowl. Inf. Syst.
Verónica Bolón-Canedo, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
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 J jnl
A unified pipeline for online feature selection and classification.
Expert Syst. Appl.
Verónica Bolón-Canedo, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2016 B conf
Distributed learning algorithm for feedforward neural networks.
ESANN
Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas, Diego Rego-Fernández
2015 J jnl
Distributed One-Class Support Vector Machine.
Int. J. Neural Syst.
Enrique F. Castillo, Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero
2014 J jnl
A Methodology for Improving Tear Film Lipid Layer Classification.
IEEE J. Biomed. Health Informatics
Beatriz Remeseiro, Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Antonio Mosquera González, Manuel G. Penedo, 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
Learning on Vertically Partitioned Data based on Chi-square Feature Selection and Naive Bayes Classification.
ICAART (1)
Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2014 — conf
Self-adaptive Topology Neural Network for Online Incremental Learning.
ICAART (1)
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas
2013 C conf
A Distributed Learning Algorithm Based on Frontier Vector Quantization and Information Theory.
ICANN
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas
2013 — conf
A Study on the Scalability of Artificial Neural Networks Training Algorithms Using Multiple-Criteria Decision-Making Methods.
ICAISC (1)
Diego Peteiro-Barral, 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
A survey of methods for distributed machine learning.
Prog. Artif. Intell.
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas
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
Toward the scalability of neural networks through feature selection.
Expert Syst. Appl.
Diego Peteiro-Barral, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2012 J jnl
A mixture of experts for classifying sleep apneas.
Expert Syst. Appl.
Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Diego Peteiro-Barral
2012 B conf
An Analysis of Clustering Approaches to Distributed Learning on Heterogeneously Distributed Datasets.
KES
Diego Peteiro-Barral, Bertha Guijarro-Berdiñas
2012 B conf
Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test.
ICTAI
Verónica Bolón-Canedo, Diego Peteiro-Barral, Beatriz Remeseiro, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Antonio Mosquera González, Manuel G. Penedo, Noelia Sánchez-Maroño
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 — 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
2011 — conf
Scalability Analysis of ANN Training Algorithms with Feature Selection.
CAEPIA
Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2010 — conf
A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection.
ICANN (1)
Bertha Guijarro-Berdiñas, Santiago Fernández-Lorenzo, Noelia Sánchez-Maroño, Oscar Fontenla-Romero
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
2009 Misc conf
A JADE-Based Framework for Developing Evolutionary Multi-Agent Systems.
PAAMS
Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Silvia López-López, Santiago Fernández-Lorenzo, David Alonso-Ríos
2009 J jnl
A Snort-based agent for a JADE multi-agent intrusion detection system.
Int. J. Intell. Inf. Database Syst.
Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, David Alonso-Ríos, Jesús Lago Piñeiro
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 — conf
Classifying Sleep Apneas Using Neural Networks and a Combination of Experts.
CAEPIA
Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Diego Peteiro-Barral
2009 — ch.
Functional Networks.
Encyclopedia of Artificial Intelligence
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
2009 — conf
Privacy-Preserving Distributed Learning Based on Genetic Algorithms and Artificial Neural Networks.
IWANN (2)
Bertha Guijarro-Berdiñas, David Martínez-Rego, Santiago Fernández-Lorenzo
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
2006 J jnl
A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis.
J. Mach. Learn. Res.
Enrique F. Castillo, Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Amparo Alonso-Betanzos
2006 — conf
An Add-On for Managing Behaviours with Priority in JADE.
IAT
Juan A. Suárez-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
2005 J jnl
A new method for sleep apnea classification using wavelets and feedforward neural networks.
Artif. Intell. Medicine
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret-Bonillo
2005 — conf
A tool for agent communication in Mozart/Oz.
IAT
Juan A. Suárez-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Cristina Durán-Sanlés
2004 J jnl
A measure of fault tolerance for functional networks.
Neurocomputing
Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
2003 B conf
A Bayesian Neural Network Approach for Sleep Apnea Classification.
AIME
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Ana del Rocío Fraga-Iglesias, Vicente Moret-Bonillo
2003 — conf
A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function.
IWANN (1)
Juan A. Suárez-Romero, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2003 J jnl
An intelligent system for forest fire risk prediction and fire fighting management in Galicia.
Expert Syst. Appl.
Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Maria Inmaculada Paz-Andrade, Eulogio Jimenez, Jose Luis Legido, Tarsy Carballas
2003 B conf
Self-organizing maps and functional networks for local dynamic modeling.
ESANN
Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
2002 J jnl
A Global Optimum Approach for One-Layer Neural Networks.
Neural Comput.
Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2002 A conf
A Neural Network Approach for Forestal Fire Risk Estimation.
ECAI
Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Juan Canda, Eulogio Jimenez, Jose Luis Legido, Susana Muñiz, Cristina Paz-Andrade, Maria Inmaculada Paz-Andrade
2002 J jnl
Empirical evaluation of a hybrid intelligent monitoring system using different measures of effectiveness.
Artif. Intell. Medicine
Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2002 J jnl
Intelligent analysis and pattern recognition in cardiotocographic signals using a tightly coupled hybrid system.
Artif. Intell.
Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla-Romero
2002 C conf
Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks.
ICANN
Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique F. Castillo, José Carlos Príncipe, Bertha Guijarro-Berdiñas
2002 — conf
Symbolic, Neural and Neuro-fuzzy Approaches to Pattern Recognition in Cardiotocograms.
Advances in Computational Intelligence and Learning
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2001 — conf
A Functional-Neural Network for Post-Nonlinear Independent Component Analysis.
IWANN (1)
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2001 — conf
A Measure of Noise Immunity for Functional Networks.
IWANN (1)
Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2001 J jnl
Adaptive pattern recognition in the analysis of cardiotocographic records.
IEEE Trans. Neural Networks
Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
2001 — conf
An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns.
IWANN (2)
Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Olga Garcia-Dans, Noelia Sánchez-Maroño
1998 — conf
A Neural Network Approach to the Classification of Decelerative Cardiotocographic Patterns in the CAFE Project.
NC
Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Olga Fernández-Chaves, Miguel Álvarez-Soane, Francisco Ucieda-Pardiñas
1998 — conf
Detection of Fetal Heart Rate Accelerations and Decelerations Using Artificial Neural Networks.
NC
Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Olga Fernández-Chaves, José Carlos Príncipe
1997 Misc conf
A Hybrid Intelligent System for the Preprocessing of Fetal Heart Rate Signals in Antenatal Testing.
IWANN
Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Soledad Prados-Méndez, Olga Fernández-Chaves, Miguel Álvarez-Soane, Francisco Ucieda-Pardiñas
1995 J jnl
The NST-EXPERT project: the need to evolve.
Artif. Intell. Medicine
Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Vicente Moret-Bonillo, S. Lopez-Gonzalez