Publicaciones en las que colabora con Óscar Fontenla Romero (64)

2022

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

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

2020

  1. One-Class Convex Hull-Based Algorithm for Classification in Distributed Environments

    IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 50, Núm. 2, pp. 386-396

2017

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

    Understanding Complex Systems, pp. 53-76

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

    Understanding Complex Systems, pp. 27-52

  3. Mutual information for improving the efficiency of the SCH algorithm

    ESANN 2017 - Proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

  4. Preface

    Understanding Complex Systems

  5. 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. Fault detection via recurrence time statistics and one-class classification

    Pattern Recognition Letters, Vol. 84, pp. 8-14

  2. One-class classification algorithm based on convex hull

    ESANN 2016 - 24th European Symposium on Artificial Neural Networks

2015

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

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

  2. Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach

    Computer Methods and Programs in Biomedicine, Vol. 122, Núm. 1, pp. 1-15

  3. Designing decision trees for representing sustainable behaviours in agents

    Advances in Intelligent Systems and Computing

  4. Stream change detection via passive-aggressive classification and Bernoulli CUSUM

    Information Sciences, Vol. 305, pp. 130-145

2014

  1. Empirical agent-based modelling of everyday pro-environmental behaviours at work

    Proceedings - 7th International Congress on Environmental Modelling and Software: Bold Visions for Environmental Modeling, iEMSs 2014

  2. Influence of internal values and social networks for achieving sustainable organizations

    Frontiers in Artificial Intelligence and Applications

  3. Modeling consumption of contents and advertising in online newspapers

    22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings

2013

  1. A decision-making model for environmental behavior in agent-based modeling

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

  2. A minimum volume covering approach with a set of ellipsoids

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, Núm. 12, pp. 2997-3009

  3. Automatic bearing fault diagnosis based on one-class m-SVM

    Computers and Industrial Engineering, Vol. 64, Núm. 1, pp. 357-365

  4. Exact incremental learning for a single non-linear neuron based on Taylor expansion and Greville formula

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