Publicaciones en las que colabora con María Amparo Alonso Betanzos (69)

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)

2019

  1. A Review of Microarray Datasets: Where to Find Them and Specific Characteristics

    Methods in Molecular Biology (Humana Press Inc.), pp. 65-85

  2. Insights into distributed feature ranking

    Information Sciences, Vol. 496, pp. 378-398

2018

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

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

2017

  1. Empirically-derived behavioral rules in agent-based models using decision trees learned from questionnaire data

    Understanding Complex Systems, pp. 53-76

  2. Exploring the consequences of distributed feature selection in DNA microarray data

    Proceedings of the International Joint Conference on Neural Networks

  3. Interactions matter: Modelling everyday pro-environmental norm transmission and diffusion in workplace networks

    Understanding Complex Systems, pp. 27-52

  4. Preface

    Understanding Complex Systems

  5. Preprocessing in big data: New challenges for discretization and feature selection

    Frontiers in Data Science (CRC Press), pp. 285-328

  6. Testing Scenarios to Achieve Workplace Sustainability Goals Using Backcasting and Agent-Based Modeling

    Environment and Behavior, Vol. 49, Núm. 9, pp. 1007-1037

2016

  1. A comparison of performance of K-complex classification methods using feature selection

    Information Sciences, Vol. 328, pp. 1-14

  2. A unified pipeline for online feature selection and classification

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

  3. Feature selection for high-dimensional data

    Progress in Artificial Intelligence, Vol. 5, Núm. 2, pp. 65-75

2015

  1. A distributed feature selection approach based on a complexity measure

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

  2. An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization

    Neural Processing Letters, Vol. 42, Núm. 1, pp. 89-118

  3. Designing decision trees for representing sustainable behaviours in agents

    Advances in Intelligent Systems and Computing