Publications by the researcher in collaboration with Isaac Fernández-Varela (13)

2020

  1. Addressing database variability in learning from medical data: An ensemble-based approach using convolutional neural networks and a case of study applied to automatic sleep scoring

    Computers in Biology and Medicine, Vol. 119

2019

  1. Algorithms for Sleep Medicine

    Algorithms for Sleep Medicine

  2. Large-scale validation of an automatic EEG arousal detection algorithm using different heterogeneous databases

    Sleep Medicine, Vol. 57, pp. 6-14

2018

  1. A systematic approach to API usability: Taxonomy-derived criteria and a case study

    Information and Software Technology, Vol. 97, pp. 46-63

  2. Mejora de la motivación del alumnado mediante la realización de un debate en la materia de Sistemas Inteligentes

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 3

  3. On The Automation of Medical Knowledge and Medical Decision Support Systems

    Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 187-217

  4. Sleep staging with deep learning: A convolutional model

    ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

  5. Una red convolucional para la clasificación de las fases de sueño

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

2017

  1. A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings

    Computers in Biology and Medicine, Vol. 87, pp. 77-86

  2. Combining machine learning models for the automatic detection of EEG arousals

    Neurocomputing, Vol. 268, pp. 100-108

  3. Outlining a simple and robust method for the automatic detection of EEG arousals

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

2016

  1. A comparison of performance of sleep spindle classification methods using wavelets

    Smart Innovation, Systems and Technologies

  2. Automatic detection of EEG Arousals

    ESANN 2016 - 24th European Symposium on Artificial Neural Networks