Publicaciones en las que colabora con Berta María Guijarro Berdiñas (50)

2024

  1. 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

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

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

  3. 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

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 new convex objective function for the supervised learning of single-layer neural networks

    Pattern Recognition, Vol. 43, Núm. 5, pp. 1984-1992