Publications (37)

2019

  1. Label prediction on issue tracking systems using text mining

    Progress in Artificial Intelligence, Vol. 8, Núm. 3, pp. 325-342

  2. Database of novel magnetic materials for high-performance permanent magnet development

    Computational Materials Science, Vol. 168, pp. 188-202

2018

  1. Predicción de delincuencia con datos públicos

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

  2. Identifying maximum imbalance in datasets for fault diagnosis of gearboxes

    Journal of Intelligent Manufacturing, Vol. 29, Núm. 2, pp. 333-351

  3. Emerging topics in mining software repositories: Machine learning in software repositories and datasets

    Progress in Artificial Intelligence, Vol. 7, Núm. 3, pp. 237-247

2017

  1. Random Forest ensemble prediction of stent dimensions in microfabrication processes

    International Journal of Advanced Manufacturing Technology, Vol. 91, Núm. 1-4, pp. 879-893

2015

  1. Uso de GitHub en el diseño de e-actividades para la refactorización del software

    Education in the knowledge society (EKS), Vol. 16, Núm. 4, pp. 81-96

  2. An SVM-based solution for fault detection in wind turbines

    Sensors (Switzerland), Vol. 15, Núm. 3, pp. 5627-5648

2014

  1. Diseño de e-actividades para el aprendizaje de tareas de refactorización de código

    Acceso masivo y universal para un aprendizaje a lo largo de la vida: actas del XVI Simposio Internacional de Informática Educativa (SIIE' 14)

  2. Design of e-activities for the learning of code refactoring tasks

    2014 International Symposium on Computers in Education, SIIE 2014

  3. Modelling laser milling of microcavities for the manufacturing of des with ensembles

    Journal of Applied Mathematics, Vol. 2014

  4. Mining Open Software Repositories

    ERCIM News, Vol. 99

2013

  1. Improvements in modelling of complex manufacturing processes using classification techniques

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

  2. An innovative moodle final project management module for bachelor and master's studies

    Revista Iberoamericana de Tecnologias del Aprendizaje, Vol. 8, Núm. 3, pp. 103-110

2012

  1. Wind turbines fault diagnosis using ensemble classifiers

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

  2. Disturbing neighbors ensembles of trees for imbalanced data

    Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012

  3. Supervised subspace projections for constructing ensembles of classifiers

    Information Sciences, Vol. 193, pp. 1-21

  4. Random feature weights for decision tree ensemble construction

    Information Fusion, Vol. 13, Núm. 1, pp. 20-30