Publicacións (59)

2022

  1. Stochastic embeddings of dynamical phenomena through variational autoencoders

    Journal of Computational Physics, Vol. 454

  2. Physical activity phenotypes and mortality in older adults: a novel distributional data analysis of accelerometry in the NHANES

    Aging Clinical and Experimental Research, Vol. 34, Núm. 12, pp. 3107-3114

  3. Kernel machine learning methods to handle missing responses with complex predictors. Application in modelling five-year glucose changes using distributional representations

    Computer Methods and Programs in Biomedicine, Vol. 221

  4. A fault-tolerant clustering algorithm for processing data from multiple streams

    Information Sciences, Vol. 584, pp. 649-664

2020

  1. Emobook: A Multimedia Life Story Book App for Reminiscence Intervention

    Extended Abstracts - 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services: Expanding the Horizon of Mobile Interaction, MobileHCI 2020

2019

  1. Positive and negative evidence accumulation clustering for sensor fusion: An application to heartbeat clustering

    Sensors (Switzerland), Vol. 19, Núm. 21

2018

  1. Una aproximación a la interpretación del electrocardiograma desde la perspectiva de la Inteligencia Artificial

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

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

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

  3. On the adoption of abductive reasoning for time series interpretation

    Artificial Intelligence, Vol. 262, pp. 163-188

  4. Heartbeat Classification Using Abstract Features from the Abductive Interpretation of the ECG

    IEEE Journal of Biomedical and Health Informatics, Vol. 22, Núm. 2, pp. 409-420

  5. Abductive reasoning as a basis to reproduce expert criteria in ECG atrial fibrillation identification

    Physiological Measurement, Vol. 39, Núm. 8

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

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

2017

  1. Arrhythmia classification from the abductive interpretation of short single-lead ECG records

    Computing in Cardiology

  2. 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)

  2. A noise robust QRS delineation method based on path simplification

    Computing in Cardiology

  3. A Method for Context-Based Adaptive QRS Clustering in Real Time

    IEEE Journal of Biomedical and Health Informatics, Vol. 19, Núm. 5, pp. 1660-1671

2014

  1. Using temporal abduction for biosignal interpretation: A case study on QRS Detection

    Proceedings - 2014 IEEE International Conference on Healthcare Informatics, ICHI 2014

2013

  1. A software toolkit for nonlinear Heart Rate Variability analysis

    Computing in Cardiology

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

    Computing in Cardiology