Publications by the researcher in collaboration with María Amparo Alonso Betanzos (58)

2025

  1. Performance and sustainability of BERT derivatives in dyadic data

    Expert Systems with Applications, Vol. 262

2024

  1. An agent-based model to simulate the public acceptability of social innovations

    Expert Systems

  2. Positive-Unlabelled learning for identifying new candidate Dietary Restriction-related genes among ageing-related genes

    Computers in Biology and Medicine, Vol. 180

  3. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Simulating the Role of Norms in Processes of Social Innovation: Three Case Studies

    JASSS, Vol. 27, Núm. 1

  5. Sustainable transparency on recommender systems: Bayesian ranking of images for explainability

    Information Fusion, Vol. 111

2023

  1. Simulation of Virus Propagation and Acceptance of Socio-Sanitary Measures Through an Intelligent Model

    VI Congreso XoveTIC: impulsando el talento científico

2022

  1. A TripAdvisor Dataset for Dyadic Context Analysis

    Zenodo

  2. A TripAdvisor Dataset for Dyadic Context Analysis

    Zenodo

  3. How Agent-based modeling can help to foster sustainability projects

    Procedia Computer Science

  4. Machine learning techniques to predict different levels of hospital care of CoVid-19

    Applied Intelligence, Vol. 52, Núm. 6, pp. 6413-6431

  5. Sustainable Personalisation and Explainability in Dyadic Data Systems

    Procedia Computer Science

2021

  1. Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Scalable feature selection using ReliefF aided by locality-sensitive hashing

    International Journal of Intelligent Systems, Vol. 36, Núm. 11, pp. 6161-6179

2020

  1. Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing

    ACM Transactions on Intelligent Systems and Technology, Vol. 11, Núm. 6

2019

  1. A scalable decision-tree-based method to explain interactions in dyadic data

    Decision Support Systems, Vol. 127

  2. Large scale anomaly detection in mixed numerical and categorical input spaces

    Information Sciences, Vol. 487, pp. 115-127

2018

  1. On the scalability of feature selection methods on high-dimensional data

    Knowledge and Information Systems, Vol. 56, Núm. 2, pp. 395-442

  2. Segmentación de mercado explicable sobre datos de alta dimensión

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  3. Selección de características escalable con ReliefF mediante el uso de Hashing Sensible a la Localidad

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España