A fault-tolerant clustering algorithm for processing data from multiple streams
Otero, Abraham, Félix, Paulo, Márquez, David G., García, Constantino A., Caffarena, Gabriel
Published in Information sciences (01.01.2022)
Published in Information sciences (01.01.2022)
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Journal Article
A novel and simple strategy for evolving prototype based clustering
Márquez, David G., Otero, Abraham, Félix, Paulo, García, Constantino A.
Published in Pattern recognition (01.10.2018)
Published in Pattern recognition (01.10.2018)
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Journal Article
Stochastic embeddings of dynamical phenomena through variational autoencoders
García, Constantino A., Félix, Paulo, Presedo, Jesús M., Otero, Abraham
Published in Journal of computational physics (01.04.2022)
Published in Journal of computational physics (01.04.2022)
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Journal Article
A Tandem Feature Extraction Approach for Arrhythmia Identification
Tejedor, Javier, Marquez, David G., Garcia, Constantino A., Otero, Abraham
Published in Electronics (Basel) (19.04.2021)
Published in Electronics (Basel) (19.04.2021)
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Journal Article
Simultaneous estimation of deterministic and fractal stochastic components in non-stationary time series
García, Constantino A., Otero, Abraham, Félix, Paulo, Presedo, Jesús, Márquez, David G.
Published in Physica. D (01.07.2018)
Published in Physica. D (01.07.2018)
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Journal Article
Nonparametric estimation of stochastic differential equations with sparse Gaussian processes
García, Constantino A, Otero, Abraham, Félix, Paulo, Presedo, Jesús, Márquez, David G
Published in Physical review. E (01.08.2017)
Published in Physical review. E (01.08.2017)
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Journal Article
A new algorithm for wavelet-based heart rate variability analysis
García, Constantino A., Otero, Abraham, Vila, Xosé, Márquez, David G.
Published in Biomedical signal processing and control (01.11.2013)
Published in Biomedical signal processing and control (01.11.2013)
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Journal Article
Arrhythmia classification from the abductive interpretation of short single-lead ECG records
Teijeiro, Tomas, Garcia, Constantino A., Castro, Daniel, Felix, Paulo
Published in 2017 Computing in Cardiology (CinC) (01.09.2017)
Published in 2017 Computing in Cardiology (CinC) (01.09.2017)
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Conference Proceeding
Stochastic embeddings of dynamical phenomena through variational autoencoders
Garcia, Constantino A, Felix, Paulo, Presedo, Jesus M, Otero, Abraham
Published in arXiv.org (13.10.2020)
Published in arXiv.org (13.10.2020)
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Paper
Journal Article
A software toolkit for nonlinear Heart Rate Variability analysis
Garcia, Constantino A., Otero, Abraham, Presedo, Jesus, Vila, Xose, Felix, Paulo
Published in Computing in Cardiology 2013 (01.09.2013)
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Published in Computing in Cardiology 2013 (01.09.2013)
Conference Proceeding
A new methodology for nonlinear heart function analysis: Studying just the beat morphology
Garcia, Constantino A., Marquez, David G., Otero, Abraham, Presedo, Jesus, Felix, Paulo
Published in Computing in Cardiology 2013 (01.09.2013)
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Published in Computing in Cardiology 2013 (01.09.2013)
Conference Proceeding
Abductive reasoning as the basis to reproduce expert criteria in ECG Atrial Fibrillation identification
Teijeiro, Tomás, García, Constantino A, Castro, Daniel, Félix, Paulo
Published in arXiv.org (16.02.2018)
Published in arXiv.org (16.02.2018)
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Paper
Journal Article
Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records
Teijeiro, Tomás, García, Constantino A, Castro, Daniel, Félix, Paulo
Published in arXiv.org (10.11.2017)
Published in arXiv.org (10.11.2017)
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Paper
Journal Article
Non-parametric Estimation of Stochastic Differential Equations with Sparse Gaussian Processes
García, Constantino A, Otero, Abraham, Félix, Paulo, Presedo, Jesús, Márquez, David G
Published in arXiv.org (10.07.2017)
Published in arXiv.org (10.07.2017)
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Paper
Journal Article