Publications by the researcher in collaboration with Berta María Guijarro Berdiñas (17)

2024

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

    Expert Systems

  2. Preface

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

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

    JASSS, Vol. 27, Núm. 1

2022

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

    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)

2020

  1. A FIPA-ACL based communication utility for Unity

    Proceedings of the Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE

2018

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

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

2016

  1. A unified pipeline for online feature selection and classification

    Expert Systems with Applications, Vol. 55, pp. 532-545

2014

  1. A methodology for improving tear film lipid layer classification

    IEEE Journal of Biomedical and Health Informatics, Vol. 18, Núm. 4, pp. 1485-1493

  2. Learning on vertically partitioned data based on chi-square feature selection and naive bayes classification

    ICAART 2014 - Proceedings of the 6th International Conference on Agents and Artificial Intelligence

2013

  1. Toward the scalability of neural networks through feature selection

    Expert Systems with Applications, Vol. 40, Núm. 8, pp. 2807-2816

2012

  1. Interferential tear film lipid layer classification: An automatic dry eye test

    Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI

2011

  1. Scalability Analysis of ANN TrainingAlgorithms with Feature Selection

    Advances in Artificial Intelligence: 14th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2011, La Laguna, Spain, November 7-11, 2011. Proceedings

  2. Scalability analysis of ANN training algorithms with feature selection

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

2010

  1. A privacy-preserving distributed and incremental learning method for intrusion detection

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

2001

  1. An auto-learning system for the classification of fetal heart rate decelerative patterns

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 2085, pp. 393-400

  2. An auto-learning system for the classification of fetal heart rate decelerative patterns

    Bio-inspired applications of connectionism: 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Granada, Spain, June 13-15, 2001, Proceedings, Part II (Springer Alemania), pp. 393-400