Bertha Guijarro-Berdias
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
52
Venues
15
Active years
1997–2026
Best venue rank
A*
Where they publish
Papers
52 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ESANN | FedHENet: A Frugal Federated Learning Framework for Heterogeneous Environments. | Alejandro Dopico-Castro, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias, Ivn Prez Dign |
| 2025 | ECAI | From Raw Feeds to Curated Clips: A Modular AI Framework for Sports Highlight Production. | Bruno Cabado, Bertha Guijarro-Berdias, Emilio J. Padrn |
| 2025 | ICAART | Predicting the State of Health of Supercapacitors Using a Federated Learning Model with Homomorphic Encryption. | Vctor Lpez, Oscar Fontenla-Romero, Elena Hernndez-Pereira, Bertha Guijarro-Berdias, Carlos Blanco-Seijo, Samuel Fernndez-Paz |
| 2025 | ICAART | Communication and Negotiation to Improve Agent-Based Models. | Alejandro Rodrguez-Arias, Noelia Snchez-Maroo, Bertha Guijarro-Berdias |
| 2025 | ICANN | Sustainable Techniques to Improve Data Quality for Training Image-Based Explanatory Models for Recommender Systems. | Jorge Paz-Ruza, David Esteban Martnez, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias |
| 2025 | IJCNN | Efficient and Secure Federated Learning with Ensemble of One-Layer Neural Networks. | Abel Pampn-Rodrguez, Oscar Fontenla-Romero, Elena Hernndez-Pereira, Bertha Guijarro-Berdias |
| 2025 | IJCNN | Predictively Combatting Toxicity in Health-related Online Discussions through Machine Learning. | Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias, Carlos Eiras-Franco |
| 2025 | IWANN | Quantitative and Qualitative Evaluation on Local Explainability Models for Anomaly Detection Algorithms. | David Esteban Martnez, Carlos Eiras-Franco, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2024 | CVPR | Beyond the Premier: Assessing Action Spotting Transfer Capability Across Diverse Domains. | Bruno Cabado, Anthony Cioppa, Silvio Giancola, Andrs Villa, Bertha Guijarro-Berdias, Emilio J. Padrn, Bernard Ghanem, Marc Van Droogenbroeck |
| 2024 | ESANN | AI-based algorithm for intrusion detection on a real dataset. | David Esteban Martnez, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos, Elena Hernndez-Pereira, Alejandro Esteban Martnez |
| 2024 | KES | Agent-based model to assess public acceptance of an energy sustainability project in the island of El Hierro. | Alejandro Rodrguez-Arias, Noelia Snchez-Maroo, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2024 | PAAMS | EGAR: Environment Generator for Agent-Based Research. | Alejandro Rodrguez-Arias, Noelia Snchez-Maroo, Bertha Guijarro-Berdias |
| 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 | RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method. | Vctor Lpez, Oscar Fontenla-Romero, Elena Hernndez-Pereira, Bertha Guijarro-Berdias, Carlos Blanco-Seijo, Samuel Fernndez-Paz |
| 2023 | WETICE | A Federated Learning Architecture for Anomaly Detection on the Edge Using Deep Autoencoders. | David Novoa-Paradela, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Diego Orellana-Cas |
| 2022 | ICTAI | Real-time classification of handball game situations. | Bruno Cabado, Bertha Guijarro-Berdias, Emilio J. Padrn |
| 2022 | KES | Sustainable Personalisation and Explainability in Dyadic Data Systems. | Jorge Paz-Ruza, Carlos Eiras-Franco, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2022 | KES | How Agent-based modeling can help to foster sustainability projects. | Noelia Snchez-Maroo, Alejandro Rodrguez-Arias, Adina Dumitru, Isabel Lema-Blanco, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2021 | ESANN | Federated Learning approach for SpectralClustering. | Elena Hernndez-Pereira, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez |
| 2021 | IWANN | Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data. | Amparo Alonso-Betanzos, Bertha Guijarro-Berdias, Alejandro Rodrguez-Arias, Noelia Snchez-Maroo |
| 2021 | IWANN | Regularized One-Layer Neural Networks for Distributed and Incremental Environments. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez |
| 2020 | IJCNN | Online learning for anomaly detection via subdivisible convex hulls. | David Novoa-Paradela, Oscar Fontenla-Romero, Bertha Guijarro-Berdias |
| 2020 | WETICE | A FIPA-ACL based communication utility for Unity. | Alejandro Rodrguez-Arias, Bertha Guijarro-Berdias, Noelia Snchez-Maroo |
| 2018 | ESANN | LANN-DSVD: A privacy-preserving distributed algorithm for machine learning. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez, Marcelo Gmez-Casal |
| 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 |
| 2014 | ICAART | Learning on Vertically Partitioned Data based on Chi-square Feature Selection and Naive Bayes Classification. | Vernica Boln-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias, 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 |
| 2013 | ICAISC | A Study on the Scalability of Artificial Neural Networks Training Algorithms Using Multiple-Criteria Decision-Making Methods. | Diego Peteiro-Barral, Bertha Guijarro-Berdias |
| 2013 | ICANN | A Distributed Learning Algorithm Based on Frontier Vector Quantization and Information Theory. | Diego Peteiro-Barral, Bertha Guijarro-Berdias |
| 2012 | ICTAI | Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test. | Vernica Boln-Canedo, Diego Peteiro-Barral, Beatriz Remeseiro, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias, Antonio Mosquera Gonzlez, Manuel G. Penedo, Noelia Snchez-Maroo |
| 2012 | KES | An Analysis of Clustering Approaches to Distributed Learning on Heterogeneously Distributed Datasets. | Diego Peteiro-Barral, 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 | A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection. | Bertha Guijarro-Berdias, Santiago Fernndez-Lorenzo, Noelia Snchez-Maroo, Oscar Fontenla-Romero |
| 2010 | IJCNN | An incremental learning method for neural networks in adaptive environments. | Beatriz Prez-Snchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdias |
| 2009 | IWANN | Privacy-Preserving Distributed Learning Based on Genetic Algorithms and Artificial Neural Networks. | Bertha Guijarro-Berdias, David Martnez-Rego, Santiago Fernndez-Lorenzo |
| 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 |
| 2009 | PAAMS | A JADE-Based Framework for Developing Evolutionary Multi-Agent Systems. | Bertha Guijarro-Berdias, Amparo Alonso-Betanzos, Silvia Lpez-Lpez, Santiago Fernndez-Lorenzo, David Alonso-Ros |
| 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 | ICANN | A Fast Semi-linear Backpropagation Learning Algorithm. | Bertha Guijarro-Berdias, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Paula Fraguela |
| 2007 | IDEAL | A Linear Learning Method for Multilayer Perceptrons Using Least-Squares. | Bertha Guijarro-Berdias, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Paula Fraguela |
| 2003 | AIME | A Bayesian Neural Network Approach for Sleep Apnea Classification. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos, Ana del Roco Fraga-Iglesias, Vicente Moret-Bonillo |
| 2003 | ESANN | Self-organizing maps and functional networks for local dynamic modeling. | Noelia Snchez-Maroo, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias |
| 2003 | IWANN | A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function. | Juan A. Surez-Romero, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2002 | ECAI | A Neural Network Approach for Forestal Fire Risk Estimation. | Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Elena Hernndez-Pereira, Juan Canda, Eulogio Jimenez, Jose Luis Legido, Susana Muiz, Cristina Paz-Andrade, Maria Inmaculada Paz-Andrade |
| 2002 | ICANN | Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. | Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique F. Castillo, Jos Carlos Prncipe, Bertha Guijarro-Berdias |
| 2001 | IWANN | A Measure of Noise Immunity for Functional Networks. | Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2001 | IWANN | An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns. | Bertha Guijarro-Berdias, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Olga Garcia-Dans, Noelia Snchez-Maroo |
| 2001 | IWANN | A Functional-Neural Network for Post-Nonlinear Independent Component Analysis. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 1997 | IWANN | A Hybrid Intelligent System for the Preprocessing of Fetal Heart Rate Signals in Antenatal Testing. | Bertha Guijarro-Berdias, Amparo Alonso-Betanzos, Soledad Prados-Mndez, Olga Fernndez-Chaves, Miguel lvarez-Soane, Francisco Ucieda-Pardias |