Publicaciones en colaboración con investigadores/as de Universidad CEU San Pablo (25)

2022

  1. Stochastic embeddings of dynamical phenomena through variational autoencoders

    Journal of Computational Physics, Vol. 454

2018

  1. A novel and simple strategy for evolving prototype based clustering

    Pattern Recognition, Vol. 82, pp. 16-30

  2. Simultaneous estimation of deterministic and fractal stochastic components in non-stationary time series

    Physica D: Nonlinear Phenomena, Vol. 374-375, pp. 45-57

2017

  1. Nonparametric estimation of stochastic differential equations with sparse Gaussian processes

    Physical Review E, Vol. 96, Núm. 2

2015

  1. Introducing negative evidence in ensemble clustering application in automatic ECG analysis

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

2013

  1. A new methodology for nonlinear heart function analysis: Studying just the beat morphology

    Computing in Cardiology

  2. A software toolkit for nonlinear Heart Rate Variability analysis

    Computing in Cardiology

  3. On the accuracy of representing heartbeats with Hermite basis functions

    BIOSIGNALS 2013 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing

2012

  1. A structural knowledge-based proposal for the identification and characterization of apnoea episodes

    Applied Soft Computing Journal, Vol. 12, Núm. 1, pp. 516-526

  2. An evalua tion of indexes as support tools in the diagnosis of sleep apnea

    Annals of Biomedical Engineering, Vol. 40, Núm. 8, pp. 1825-1834

2011

  1. Algorithms for the analysis of polysomnographic recordings with customizable criteria

    Expert Systems with Applications, Vol. 38, Núm. 8, pp. 10133-10146

  2. Is the average duration of apneas, hypopneas and desaturations useful in the diagnosis of SAHS?

    WISP 2011 - IEEE International Symposium on Intelligent Signal Processing, Proceedings

2010

  1. Evaluation of an alternative definition for the apnea-hypopnea index

    2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

  2. The mean value of the descriptors of the pathological events recorded on the polysomnogram as a support tool in the diagnosis of SAHS

    2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

2009

  1. A fuzzy constraint satisfaction approach for signal abstraction

    International Journal of Approximate Reasoning, Vol. 50, Núm. 2, pp. 324-340

  2. A low cost screening test for obstructive sleep apnea that can be performed at the patient's home

    WISP 2009 - 6th IEEE International Symposium on Intelligent Signal Processing - Proceedings

  3. Addressing the flaws of current critical alarms: a fuzzy constraint satisfaction approach

    Artificial Intelligence in Medicine, Vol. 47, Núm. 3, pp. 219-238

  4. Robust association of pathological respiratory events in sahs patients: A step towards mining polysomnograms

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

  5. TRACE, a graphical tool for the acquisition and detection of signal patterns

    Expert Systems with Applications, Vol. 36, Núm. 1, pp. 343-357

  6. Visual knowledge-based metaphors to support the analysis of polysomnographic recordings

    Advances in Soft Computing