Publications by the researcher in collaboration with Diego Álvarez Estévez (11)

2018

  1. 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

  2. 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 K-complex classification methods using feature selection

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

  2. Automatic detection of EEG Arousals

    ESANN 2016 - 24th European Symposium on Artificial Neural Networks

2015

  1. Automatic classification of respiratory patterns involving missing data imputation techniques

    Biosystems Engineering, Vol. 138, pp. 65-76

2014

  1. Improving detection of apneic events by learning from examples and treatment of missing data

    Studies in Health Technology and Informatics

2013

  1. A method for the automatic analysis of the sleep macrostructure in continuum

    Expert Systems with Applications, Vol. 40, Núm. 5, pp. 1796-1803

2012

  1. On the continuous evaluation of the macrostructure of sleep

    Frontiers in Artificial Intelligence and Applications, Vol. 243, pp. 189-198