The NST-EXPERT project: the need to evolve. - Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Vicente Moret-Bonillo; S. Lopez-Gonzalez (Artif. Intell. Medicine, 1995)

A Hybrid Intelligent System for the Preprocessing of Fetal Heart Rate Signals in Antenatal Testing. - Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Soledad Prados-Méndez; Olga Fernández-Chaves; Miguel Álvarez-Soane; Francisco Ucieda-Pardiñas (IWANN, 1997)

Detection of Fetal Heart Rate Accelerations and Decelerations Using Artificial Neural Networks. - Amparo Alonso-Betanzos; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Olga Fernández-Chaves; José Carlos Príncipe (NC, 1998)

A Neural Network Approach to the Classification of Decelerative Cardiotocographic Patterns in the CAFE Project. - Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Olga Fernández-Chaves; Miguel Álvarez-Soane; Francisco Ucieda-Pardiñas (NC, 1998)

A Measure of Noise Immunity for Functional Networks. - Enrique F. Castillo; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (IWANN (1), 2001)

An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns. - Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Oscar Fontenla-Romero; Olga Garcia-Dans; Noelia Sánchez-Maroño (IWANN (2), 2001)

A Functional-Neural Network for Post-Nonlinear Independent Component Analysis. - Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (IWANN (1), 2001)

Adaptive pattern recognition in the analysis of cardiotocographic records. - Oscar Fontenla-Romero; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas (IEEE Trans. Neural Networks, 2001)

Symbolic, Neural and Neuro-fuzzy Approaches to Pattern Recognition in Cardiotocograms. - Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (Advances in Computational Intelligence and Learning, 2002)

A Neural Network Approach for Forestal Fire Risk Estimation. - 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 (ECAI, 2002)

Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. - Oscar Fontenla-Romero; Amparo Alonso-Betanzos; Enrique F. Castillo; José Carlos Príncipe; Bertha Guijarro-Berdiñas (ICANN, 2002)

Intelligent analysis and pattern recognition in cardiotocographic signals using a tightly coupled hybrid system. - Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Oscar Fontenla-Romero (Artif. Intell., 2002)

Empirical evaluation of a hybrid intelligent monitoring system using different measures of effectiveness. - Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (Artif. Intell. Medicine, 2002)

A Global Optimum Approach for One-Layer Neural Networks. - Enrique F. Castillo; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (Neural Comput., 2002)

A Bayesian Neural Network Approach for Sleep Apnea Classification. - Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Ana del Rocío Fraga-Iglesias; Vicente Moret-Bonillo (AIME, 2003)

Self-organizing maps and functional networks for local dynamic modeling. - Noelia Sánchez-Maroño; Oscar Fontenla-Romero; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas (ESANN, 2003)

A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function. - Juan A. Suárez-Romero; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (IWANN (1), 2003)

An intelligent system for forest fire risk prediction and fire fighting management in Galicia. - Amparo Alonso-Betanzos; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Elena Hernández-Pereira; Maria Inmaculada Paz-Andrade; Eulogio Jimenez; Jose Luis Legido; Tarsy Carballas (Expert Syst. Appl., 2003)

A measure of fault tolerance for functional networks. - Oscar Fontenla-Romero; Enrique F. Castillo; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas (Neurocomputing, 2004)

A tool for agent communication in Mozart/Oz. - Juan A. Suárez-Romero; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Cristina Durán-Sanlés (IAT, 2005)

A new method for sleep apnea classification using wavelets and feedforward neural networks. - Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Vicente Moret-Bonillo (Artif. Intell. Medicine, 2005)

An Add-On for Managing Behaviours with Priority in JADE. - Juan A. Suárez-Romero; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas (IAT, 2006)

A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis. - Enrique F. Castillo; Bertha Guijarro-Berdiñas; Oscar Fontenla-Romero; Amparo Alonso-Betanzos (J. Mach. Learn. Res., 2006)

A Fast Semi-linear Backpropagation Learning Algorithm. - Bertha Guijarro-Berdiñas; Oscar Fontenla-Romero; Beatriz Pérez-Sánchez; Paula Fraguela (ICANN (1), 2007)

A Linear Learning Method for Multilayer Perceptrons Using Least-Squares. - Bertha Guijarro-Berdiñas; Oscar Fontenla-Romero; Beatriz Pérez-Sánchez; Paula Fraguela (IDEAL, 2007)

A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis. - Bertha Guijarro-Berdiñas; Oscar Fontenla-Romero; Beatriz Pérez-Sánchez; Amparo Alonso-Betanzos (ESANN, 2008)

Classifying Sleep Apneas Using Neural Networks and a Combination of Experts. - Bertha Guijarro-Berdiñas; Elena Hernández-Pereira; Diego Peteiro-Barral (CAEPIA, 2009)

An Incremental Learning Method for Neural Networks Based on Sensitivity Analysis. - Beatriz Pérez-Sánchez; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas (CAEPIA, 2009)

Privacy-Preserving Distributed Learning Based on Genetic Algorithms and Artificial Neural Networks. - Bertha Guijarro-Berdiñas; David Martínez-Rego; Santiago Fernández-Lorenzo (IWANN (2), 2009)

A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis with Automatic Regularization. - Beatriz Pérez-Sánchez; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas (IWANN (1), 2009)

A JADE-Based Framework for Developing Evolutionary Multi-Agent Systems. - Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Silvia López-López; Santiago Fernández-Lorenzo; David Alonso-Ríos (PAAMS, 2009)

A Snort-based agent for a JADE multi-agent intrusion detection system. - Eduardo Mosqueira-Rey; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; David Alonso-Ríos; Jesús Lago Piñeiro (Int. J. Intell. Inf. Database Syst., 2009)

Functional Networks. - Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez (Encyclopedia of Artificial Intelligence, 2009)

A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection. - Bertha Guijarro-Berdiñas; Santiago Fernández-Lorenzo; Noelia Sánchez-Maroño; Oscar Fontenla-Romero (ICANN (1), 2010)

An incremental learning method for neural networks in adaptive environments. - Beatriz Pérez-Sánchez; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas (IJCNN, 2010)

A new convex objective function for the supervised learning of single-layer neural networks. - Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez; Amparo Alonso-Betanzos (Pattern Recognit., 2010)

Scalability Analysis of ANN Training Algorithms with Feature Selection. - Verónica Bolón-Canedo; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (CAEPIA, 2011)

On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez (CAEPIA, 2011)

A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez; Oscar Fontenla-Romero (ESANN, 2011)

Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez (HIMA, 2011)

Dealing with "Very Large" Datasets - An Overview of a Promising Research Line: Distributed Learning. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez (ICAART (1), 2011)

Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test. - Verónica Bolón-Canedo; Diego Peteiro-Barral; Beatriz Remeseiro; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Antonio Mosquera González; Manuel G. Penedo; Noelia Sánchez-Maroño (ICTAI, 2012)

An Analysis of Clustering Approaches to Distributed Learning on Heterogeneously Distributed Datasets. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas (KES, 2012)

A mixture of experts for classifying sleep apneas. - Bertha Guijarro-Berdiñas; Elena Hernández-Pereira; Diego Peteiro-Barral (Expert Syst. Appl., 2012)

A Study on the Scalability of Artificial Neural Networks Training Algorithms Using Multiple-Criteria Decision-Making Methods. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas (ICAISC (1), 2013)

A Distributed Learning Algorithm Based on Frontier Vector Quantization and Information Theory. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas (ICANN, 2013)

An online learning algorithm for adaptable topologies of neural networks. - Beatriz Pérez-Sánchez; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; David Martínez-Rego (Expert Syst. Appl., 2013)

Toward the scalability of neural networks through feature selection. - Diego Peteiro-Barral; Verónica Bolón-Canedo; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (Expert Syst. Appl., 2013)

A comparative study of the scalability of a sensitivity-based learning algorithm for artificial neural networks. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez; Oscar Fontenla-Romero (Expert Syst. Appl., 2013)

A survey of methods for distributed machine learning. - Diego Peteiro-Barral; Bertha Guijarro-Berdiñas (Prog. Artif. Intell., 2013)

Learning on Vertically Partitioned Data based on Chi-square Feature Selection and Naive Bayes Classification. - Verónica Bolón-Canedo; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (ICAART (1), 2014)

Self-adaptive Topology Neural Network for Online Incremental Learning. - Beatriz Pérez-Sánchez; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas (ICAART (1), 2014)

Adaptive Neural Topology Based on Vapnik-Chervonenkis Dimension. - Beatriz Pérez-Sánchez; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas (ICAART (Revised Selected Papers), 2014)

Adaptive Inverse Control Using an Online Learning Algorithm for Neural Networks. - José Luís Calvo-Rolle; Oscar Fontenla-Romero; Beatriz Pérez-Sánchez; Bertha Guijarro-Berdiñas (Informatica, 2014)

A Methodology for Improving Tear Film Lipid Layer Classification. - Beatriz Remeseiro; Verónica Bolón-Canedo; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Antonio Mosquera González; Manuel G. Penedo; Noelia Sánchez-Maroño (IEEE J. Biomed. Health Informatics, 2014)

Distributed One-Class Support Vector Machine. - Enrique F. Castillo; Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Oscar Fontenla-Romero (Int. J. Neural Syst., 2015)

A fast learning algorithm for high dimensional problems: an application to microarrays. - Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez; Diego Rego-Fernández; David Martínez-Rego (ESANN, 2016)

Distributed learning algorithm for feedforward neural networks. - Oscar Fontenla-Romero; Beatriz Pérez-Sánchez; Bertha Guijarro-Berdiñas; Diego Rego-Fernández (ESANN, 2016)

A unified pipeline for online feature selection and classification. - Verónica Bolón-Canedo; Diego Fernández-Francos; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (Expert Syst. Appl., 2016)

LANN-DSVD: A privacy-preserving distributed algorithm for machine learning. - Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez; Marcelo Gómez-Casal (ESANN, 2018)

A review of adaptive online learning for artificial neural networks. - Beatriz Pérez-Sánchez; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas (Artif. Intell. Rev., 2018)

An incremental non-iterative learning method for one-layer feedforward neural networks. - Oscar Fontenla-Romero; Beatriz Pérez-Sánchez; Bertha Guijarro-Berdiñas (Appl. Soft Comput., 2018)

On the scalability of feature selection methods on high-dimensional data. - Verónica Bolón-Canedo; Diego Fernández-Francos; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (Knowl. Inf. Syst., 2018)

LANN-SVD: A Non-Iterative SVD-Based Learning Algorithm for One-Layer Neural Networks. - Oscar Fontenla-Romero; Beatriz Pérez-Sánchez; Bertha Guijarro-Berdiñas (IEEE Trans. Neural Networks Learn. Syst., 2018)

A scalable decision-tree-based method to explain interactions in dyadic data. - Carlos Eiras-Franco; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Antonio Bahamonde (Decis. Support Syst., 2019)

Large scale anomaly detection in mixed numerical and categorical input spaces. - Carlos Eiras-Franco; David Martínez-Rego; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Antonio Bahamonde (Inf. Sci., 2019)

Online learning for anomaly detection via subdivisible convex hulls. - David Novoa-Paradela; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas (IJCNN, 2020)

A FIPA-ACL based communication utility for Unity. - Alejandro Rodríguez-Arias; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (WETICE, 2020)

Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing. - Carlos Eiras-Franco; David Martínez-Rego; Leslie Kanthan; César Piñeiro; Antonio Bahamonde; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (ACM Trans. Intell. Syst. Technol., 2020)

Federated Learning approach for SpectralClustering. - Elena Hernández-Pereira; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez (ESANN, 2021)

Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data. - Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Alejandro Rodríguez-Arias; Noelia Sánchez-Maroño (IWANN (2), 2021)

Regularized One-Layer Neural Networks for Distributed and Incremental Environments. - Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Beatriz Pérez-Sánchez (IWANN (2), 2021)

Scalable feature selection using ReliefF aided by locality-sensitive hashing. - Carlos Eiras-Franco; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Antonio Bahamonde (Int. J. Intell. Syst., 2021)

DSVD-autoencoder: A scalable distributed privacy-preserving method for one-class classification. - Oscar Fontenla-Romero; Beatriz Pérez-Sánchez; Bertha Guijarro-Berdiñas (Int. J. Intell. Syst., 2021)

Models of the five SMARTEES case study clusters. - Wander Jager; Amparo Alonso-Betanzos; Patrycja Antosz; Loes Bouman; Bertha Guijarro-Berdiñas; David Hales; Gary Polhill; Alejandro Rodríguez-Arias; Doug Salt; Noelia Sánchez-Maroño; Andrea Scalco (Zenodo, 2021)

Real-time classification of handball game situations. - Bruno Cabado; Bertha Guijarro-Berdiñas; Emilio J. Padrón 001 (ICTAI, 2022)

Sustainable Personalisation and Explainability in Dyadic Data Systems. - Jorge Paz-Ruza; Carlos Eiras-Franco; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (KES, 2022)

How Agent-based modeling can help to foster sustainability projects. - Noelia Sánchez-Maroño; Alejandro Rodríguez-Arias; Adina Dumitru; Isabel Lema-Blanco; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (KES, 2022)

Machine learning techniques to predict different levels of hospital care of CoVid-19. - Elena Hernández-Pereira; Oscar Fontenla-Romero; Verónica Bolón-Canedo; Brais Cancela-Barizo; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (Appl. Intell., 2022)

Explain and Conquer: Personalised Text-based Reviews to Achieve Transparency. - Iñigo López-Riobóo Botana; Verónica Bolón-Canedo; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (CoRR, 2022)

A TripAdvisor Dataset for Dyadic Context Analysis. - Iñigo López-Riobóo Botana; Amparo Alonso-Betanzos; Verónica Bolón-Canedo; Bertha Guijarro-Berdiñas (Zenodo, 2022)

A Federated Learning Architecture for Anomaly Detection on the Edge Using Deep Autoencoders. - David Novoa-Paradela; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Diego Orellana-Cañás (WETICE, 2023)

Agent-Based Model: Simulating a Virus Expansion Based on the Acceptance of Containment Measures. - Alejandro Rodríguez-Arias; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (CoRR, 2023)

A One-Class Classification method based on Expanded Non-Convex Hulls. - David Novoa-Paradela; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas (Inf. Fusion, 2023)

Fast deep autoencoder for federated learning. - David Novoa-Paradela; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas (Pattern Recognit., 2023)

FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks. - Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Elena Hernández-Pereira; Beatriz Pérez-Sánchez (Future Gener. Comput. Syst., 2023)

Beyond the Premier: Assessing Action Spotting Transfer Capability Across Diverse Domains. - Bruno Cabado; Anthony Cioppa; Silvio Giancola; Andrés Villa; Bertha Guijarro-Berdiñas; Emilio J. Padrón 001; Bernard Ghanem; Marc Van Droogenbroeck (CVPR Workshops, 2024)

AI-based algorithm for intrusion detection on a real dataset. - David Esteban Martínez; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Elena Hernández-Pereira; Alejandro Esteban Martínez (ESANN, 2024)

Agent-based model to assess public acceptance of an energy sustainability project in the island of El Hierro. - Alejandro Rodríguez-Arias; Noelia Sánchez-Maroño; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (KES, 2024)

EGAR: Environment Generator for Agent-Based Research. - Alejandro Rodríguez-Arias; Noelia Sánchez-Maroño; Bertha Guijarro-Berdiñas (PAAMS, 2024)

An effective and efficient green federated learning method for one-layer neural networks. - Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Elena Hernández-Pereira; Beatriz Pérez-Sánchez (SAC, 2024)

RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method. - Víctor López 002; Oscar Fontenla-Romero; Elena Hernández-Pereira; Bertha Guijarro-Berdiñas; Carlos Blanco-Seijo; Samuel Fernández-Paz (SAC, 2024)

Positive-Unlabelled learning for identifying new candidate Dietary Restriction-related genes among ageing-related genes. - Jorge Paz-Ruza; Alex Alves Freitas; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas (Comput. Biol. Medicine, 2024)

Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression models. - Jorge Paz-Ruza; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Brais Cancela; Carlos Eiras-Franco (CoRR, 2024)

Positive-Unlabelled Learning for Improving Image-based Recommender System Explainability. - Álvaro Fernández-Campa-González; Jorge Paz-Ruza; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas (CoRR, 2024)

Explained anomaly detection in text reviews: Can subjective scenarios be correctly evaluated? - David Novoa-Paradela; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas (Eng. Appl. Artif. Intell., 2024)

Sustainable transparency on recommender systems: Bayesian ranking of images for explainability. - Jorge Paz-Ruza; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Brais Cancela; Carlos Eiras-Franco (Inf. Fusion, 2024)

Simulating the Role of Norms in Processes of Social Innovation: Three Case Studies. - Wander Jager; Bertha Guijarro-Berdiñas; Loes Bouman; Patrycja Antosz; Amparo Alonso-Betanzos; Douglas Salt; J. Gareth Polhill; Alejandro Rodríguez-Arias; Noelia Sánchez-Maroño (J. Artif. Soc. Soc. Simul., 2024)

Predicting the State of Health of Supercapacitors Using a Federated Learning Model with Homomorphic Encryption. - Víctor López 002; Oscar Fontenla-Romero; Elena Hernández-Pereira; Bertha Guijarro-Berdiñas; Carlos Blanco-Seijo; Samuel Fernández-Paz (ICAART (3), 2025)

Communication and Negotiation to Improve Agent-Based Models. - Alejandro Rodríguez-Arias; Noelia Sánchez-Maroño; Bertha Guijarro-Berdiñas (ICAART (3), 2025)

Performance and sustainability of BERT derivatives in dyadic data. - Miguel Escarda; Carlos Eiras-Franco; Brais Cancela; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (Expert Syst. Appl., 2025)

An agent-based model to simulate the public acceptability of social innovations. - Alejandro Rodríguez-Arias; Noelia Sánchez-Maroño; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Isabel Lema-Blanco; Adina Dumitru (Expert Syst. J. Knowl. Eng., 2025)

Predictively Combatting Toxicity in Health-related Online Discussions through Machine Learning. - Jorge Paz-Ruza; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Carlos Eiras-Franco (CoRR, 2025)