Constantino A. García

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 13

Top Topics

Abductive Reasoning

Heart Rate Variability

Basis Functions

Learned From Training Data

Top Venues

Biomed. Signal Process. Control.

Publications

Constantino A. García, Paulo Félix, Jesús María Rodríguez Presedo, Abraham Otero
Stochastic embeddings of dynamical phenomena through variational autoencoders. J. Comput. Phys. 454 (2022)
Constantino A. García, Alberto Gil-de-la-Fuente, Coral Barbas, Abraham Otero
Probabilistic metabolite annotation using retention time prediction and meta-learned projections. J. Cheminformatics 14 (1) (2022)
Abraham Otero, Paulo Félix, David G. Márquez, Constantino A. García, Gabriel Caffarena
A fault-tolerant clustering algorithm for processing data from multiple streams. Inf. Sci. 584 (2022)
Constantino A. García, Paulo Félix, Jesús María Rodríguez Presedo, Abraham Otero
Stochastic embeddings of dynamical phenomena through variational autoencoders. CoRR (2020)
Javier Tejedor, Constantino A. García, David G. Márquez, Rafael Raya, Abraham Otero
Multiple Physiological Signals Fusion Techniques for Improving Heartbeat Detection: A Review. Sensors 19 (21) (2019)
David G. Márquez, Paulo Félix, Constantino A. García, Javier Tejedor, Ana L. N. Fred, Abraham Otero
Positive and Negative Evidence Accumulation Clustering for Sensor Fusion: An Application to Heartbeat Clustering. Sensors 19 (21) (2019)
Tomás Teijeiro, Constantino A. García, Daniel Castro, Paulo Félix
Abductive reasoning as the basis to reproduce expert criteria in ECG Atrial Fibrillation identification. CoRR (2018)
David G. Márquez, Abraham Otero, Paulo Félix, Constantino A. García
A novel and simple strategy for evolving prototype based clustering. Pattern Recognit. 82 (2018)
Tomás Teijeiro, Constantino A. García, Daniel Castro, Paulo Félix
Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records. CinC (2017)
Tomás Teijeiro, Constantino A. García, Daniel Castro, Paulo Félix
Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records. CoRR (2017)
Pablo Pérez-Tirador, Gabriel Caffarena, Constantino A. García, Abraham Otero, Rafael Raya, Rodrigo García-Carmona
Hardware Accelerator to Compute the Minimum Embedding Dimension of ECG Records. IWBBIO (2016)
David G. Márquez, Abraham Otero, Constantino A. García, Jesús Presedo
A study on the representation of QRS complexes with the optimum number of Hermite functions. Biomed. Signal Process. Control. 22 (2015)
David G. Márquez, Ana L. N. Fred, Abraham Otero, Constantino A. García, Paulo Félix
Introducing Negative Evidence in Ensemble Clustering Application in Automatic ECG Analysis. SIMBAD (2015)
Constantino A. García, David G. Márquez, Abraham Otero, Jesús Presedo, Paulo Félix
A New Methodology for Nonlinear Heart Function Analysis: Studying Just the Beat Morphology. CinC (2013)
Constantino A. García, Abraham Otero, Jesús Presedo, Xosé Vila, Paulo Félix
A Software Toolkit for Nonlinear Heart Rate Variability Analysis. CinC (2013)
Constantino A. García, Abraham Otero, Xosé Antón Vila-Sobrino, David G. Márquez
A new algorithm for wavelet-based heart rate variability analysis. Biomed. Signal Process. Control. 8 (6) (2013)
David G. Márquez, Abraham Otero, Paulo Félix, Constantino A. García
On the Accuracy of Representing Heartbeats with Hermite Basis Functions. BIOSIGNALS (2013)
Constantino A. García, Abraham Otero, Xosé Antón Vila-Sobrino, María J. Lado
An Open Source Tool for Heart Rate Variability Wavelet-based Spectral Analysis. BIOSIGNALS (2012)