Publikationen, an denen er mitarbeitet Constantino Antonio García Martínez (12)

2022

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

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

  2. Stochastic embeddings of dynamical phenomena through variational autoencoders

    Journal of Computational Physics, Vol. 454

2019

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

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

2018

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

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

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

    Physiological Measurement, Vol. 39, Núm. 8

  3. 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. 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)

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