Research
Publications
Paulo Félix Lamas
Publications
Paulo Félix Lamas
2023
Hypothesis Testing for Matched Pairs with Missing Data by Maximum Mean Discrepancy: An Application to Continuous Glucose Monitoring
Author/s: Marcos Matabuena, Paulo Félix, Mark Ditzhaus, Juan Vidal, Francisco Gude
Article · American Statistician, 2023
Provisionally Ranked Q1
2022
Stochastic embeddings of dynamical phenomena through variational autoencoders
Author/s: Constantino A. García, Paulo Félix, Jesús M. Presedo, Abraham Otero
Article · Journal of Computational Physics, 2022
Ranked Q1
2021
A fault-tolerant clustering algorithm for processing data from multiple streams
Author/s: A. Otero, P. Félix, D.G. Márquez, C.A. García, G. Caffarena
Article · Information Sciences, 2021
Ranked Q1
2020
Emobook: A Multimedia Life Story Book App for Reminiscence Intervention
Author/s: Alejandro Catala, Deniece S. Nazareth, Paulo Félix, Khiet P. Truong, Gerben J. Westerhof
Congress · 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services. Oldenburg, Germany. 2020
Rated B in ICORE
Rated A-, Class 2 in GGS
2018
A novel and simple strategy for evolving prototype based clustering
Author/s: Márquez D., Otero A., Félix P., García C.
Article · Pattern Recognition, 2018
Ranked Q1
On the adoption of abductive reasoning for time series interpretation
Author/s: Teijeiro T., Félix P.
Article · Artificial Intelligence, 2018
Ranked Q1
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Abductive reasoning as the basis to reproduce expert criteria in ECG atrial fibrillation identification
Author/s: Tomas Teijeiro, Constantino Antonio Garcia, Daniel Castro and Paulo Felix
Article · Physiological Measurement, 2018
Simultaneous estimation of deterministic and fractal stochastic components in non-stationary time series
Author/s: Constantino A. García, Abraham Otero, Paulo Félix, Jesús Presedo, David G. Márquez
Article · Physica D-nonlinear phenomena, 2018
Ranked Q1
Heartbeat classification using abstract features from the abductive interpretation of the ECG
Author/s: Tomás Teijeiro, Paulo Félix, Jesús Presedo, Daniel Castro
Article · IEEE Journal of Biomedical and Health Informatics, 2018
Ranked Q1
2017
Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records
Author/s: Tomás Teijeiro, Constantino A. García, Daniel Castro, Paulo Félix
Congress · Computing in Cardiology. Niza, Francia. 2017
Nonparametric estimation of stochastic differential equations with sparse Gaussian processes
Author/s: Constantino A. García, Abraham Otero, Paulo Félix, Jesús Presedo, and David G. Márquez
Article · Physical Review E, 2017
Ranked Q1
2015
Introducing Negative Evidence in Ensemble Clustering Application in Automatic ECG Analysis
Author/s: David G. Márquez, Ana L. N. Fred, Abraham Otero, Constantino A. García, Paulo Félix
Congress · 3rd International Workshop on Similarity-Based Pattern Recognition. Copenhagen, Denmark. 2015
A Noise Robust QRS Delineation Method Based on Path Simplification
Author/s: T. Teijeiro, P. Felix and J. Presedo
Congress · Computing in Cardiology. Niza, Francia. 2015
A method for context-based adaptive QRS clustering in real-time
Author/s: Daniel Castro, Paulo Félix, Jesús Presedo
Article · IEEE Journal of Biomedical and Health Informatics, 2015
Ranked Q1
2014
Using temporal abduction for biosignal interpretation: A case study on QRS detection
Author/s: T. Teijeiro, P. Félix and J. Presedo
Congress · IEEE International Conference on Healthcare Informatics. Verona, Italia. 2014
2013
A Software Toolkit for Nonlinear Heart Rate Variability Analysis
Author/s: Constantino A. García, Abraham Otero, Jesús Presedo, Xosé Vila, Paulo Félix
Congress · Computing in Cardiology 2013. Zaragoza, Spain. 2013
A New Methodology for Nonlinear Heart Function Analysis: Studying Just the Beat Morphology
Author/s: Constantino A. García, David G. Márquez, Abraham Otero, Jesús Presedo, Paulo Félix
Congress · Computing in Cardiology 2013. Zaragoza, Spain. 2013
Discovering metric temporal constraint networks on temporal databases
Author/s: Álvarez MR, Félix P, Cariñena P
Article · Artificial Intelligence in Medicine, 2013
Ranked Q2
An open platform for the protocolization of home medical supervision
Author/s: T. Teijeiro, P. Félix, J. Presedo, C. Zamarrón
Article · Expert Systems with Applications, 2013
Ranked Q1
On the Accuracy of Representing Heartbeats with Hermite Basis Functions
Author/s: David G. Márquez, Abraham Otero, Paulo Félix, and Constantino A. García
Congress · 2013 International Conference on Bio-inspired Systems and Signal Processing. Barcelona, Spain. 2013
2012
An evaluation of indexes as support tools in the diagnosis of sleep apnea
Author/s: A. Otero, P. Félix, J. Presedo and C. Zamarrón
Article · Annals of Biomedical Engineering, 2012
2011
A Structural Knowledge-Based Proposal for the Identification and Characterization of Apnoea Episodes
Author/s: A. Otero, P. Félix and S. Barro
Article · Applied Soft Computing, 2011
Ranked Q1
Is the average duration of apneas, hypopneas and desaturations useful in the diagnosis of SAHS?
Author/s: A. Otero, P. Félix, J. Presedo and M.R. Álvarez
Congress · IEEE International Symposium on Intelligent Signal Processing 2011. Floriana, Malta. 2011
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SERVANDO: An extensible platform for home-care services providing
Author/s: T. Teijeiro, P. Félix, J. Presedo and A. Gándara
Congress · 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Boston, USA. 2011
Rated A-, Class 2 in GGS
Detecting sleep apnea by heart rate variability analysis
Author/s: M. J. Lado, X. A. Vila, L. Rodríguez-Liñares, A. J. Méndez, D. N. Olivieri, P. Félix
Article · Journal of Medical Systems, 2011
Ranked Q3
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Algorithms for the analysis of polysomnographic recordings with customizable criteria
Author/s: A. Otero, P. Félix and M.R. Alvarez
Article · Expert Systems with Applications, 2011
Ranked Q1
Download available
Mining temporal constraint networks by seed knowledge extension
Author/s: M.R. Álvarez, P. Félix and P. Cariñena
Congress · 13th Conference on Artificial Intelligence in Medicine. Bled, Slovenia. 2011
2010
Una técnica de minería de datos para la inducción de redes de restricciones temporales cuantitativas entre eventos
Author/s: Miguel R. Álvarez, Paulo Félix, Purificación Cariñena
Congress · V Simposio de Teoría y Aplicaciones de Minería de Datos. Valencia, Spain. 2010
The mean value of the descriptors of the pathological events recorded on the polysomnogram as a support tool in the diagnosis of SAHS
Author/s: A. Otero, P. Félix, M. R. Álvarez and C. Zamarrón
Congress · 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Buenos Aires, Argentina. 2010
Rated A-, Class 2 in GGS
A Data Mining Algorithm for Inducing Temporal Constraint Networks
Author/s: Miguel R. Álvarez, Paulo Félix, Purificación Cariñena, Abraham Otero
Congress · 13th International Conference on Information Processing and Management of Uncertainty. Dortmund, Germany. 2010
2009
Addressing the flaws of current critical alarms a fuzzy constraint satisfaction approach
Author/s: A. Otero, P. Félix, S. Barro and F. Palacios
Article · Artificial Intelligence in Medicine, 2009
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A home-care pda-based program for the management of copd patients
Author/s: T. Teijeiro, M. Tarascó, P. Félix, and J. Presedo
Congress · 22nd International Congress of the European Federation for Medical Informatics. Sarajevo, Bosnia and Herzegovina. 2009
A PDA-Based Modular and Multipurpose System for Intelligent Ubiquitous Monitoring
Author/s: J. Presedo, M. Tarascó, T. Teijeiro, D. Castro, P. Félix
Congress · IEEE International Symposium on Intelligent Signal Processing 2009. Budapest, Hungary. 2009
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Visual metaphors to support diagnosis of Sleep Apnea-Hypopnea Syndrome
Author/s: A. Otero, P. Félix and M. R. Álvarez
Congress · 3rd International Conference on Bioinformatics and Biomedical Engineering. Beijing, China. 2009
A fuzzy constraint satisfaction approach for signal abstraction
Author/s: A. Otero, P. Félix and S. Barro
Article · International Journal of Approximate Reasoning, 2009
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TRACE, a graphical tool for the acquisition and detection of signal patterns
Author/s: A. Otero, P. Félix and S. Barro
Article · Expert Systems with Applications, 2009
Download available
2008
Visual knowledge-based metaphors to support the analysis of polysomnographic recordings
Author/s: A. Otero, P. Félix and C. Zamarrón
Book · Visual knowledge-based metaphors to support the analysis of polysomnographic recordings. Springer. 2008
Fuzzy structural algorithms to identify and characterize apnea and hypopnea episodes
Author/s: A. Otero, P. Félix, M.R. Álvarez and C. Zamarrón
Congress · 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vancouver, Canada. 2008
Rated A-, Class 2 in GGS
Download available
A fuzzy constraint satisfaction approach to identify and characterize apnea episodes
Author/s: A. Otero, C. Soriano, P. Félix, M.R. Álvarez and C. Zamarrón
Congress · 2nd International Conference on Bioinformatics and Biomedical Engineering. Shanghai, China. 2008
2007
Conjuntos Borrosos
Author/s: P. Félix, A. Bugarín
Book · Conjuntos Borrosos. McGraw-Hill. 2007
Algoritmos estructurales basados en lógica borrosa para la identificación y caracterización de apneas e hipoapneas
Author/s: A. Otero, P. Félix, J.M. Rodríguez, C. Zamarrón, C.O.S. Sorzano y C. Pérez-Gandía
Congress · XXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica. Cartagena, Spain. 2007
Intelligent alarms for patient supervision
Author/s: A. Otero, P. Félix, F. Palacios, C. Pérez-Gandía y C. Sorzano
Congress · IEEE International Symposium on Intelligent Signal Processing 2007. Alcalá de Henares, Spain. 2007
2007
Conjuntos Borrosos
Author/s: P. Félix, A. Bugarín
Book · Conjuntos Borrosos. McGraw-Hill. 2007
Algoritmos estructurales basados en lógica borrosa para la identificación y caracterización de apneas e hipoapneas
Author/s: A. Otero, P. Félix, J.M. Rodríguez, C. Zamarrón, C.O.S. Sorzano y C. Pérez-Gandía
Congress · XXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica. Cartagena, Spain. 2007
Intelligent alarms for patient supervision
Author/s: A. Otero, P. Félix, F. Palacios, C. Pérez-Gandía y C. Sorzano
Congress · IEEE International Symposium on Intelligent Signal Processing 2007. Alcalá de Henares, Spain. 2007
Kernel machine learning methods to handle missing responses with complex predictors. Application in modelling five-year glucose changes using distributional representations
Author/s: Marcos Matabuena, Paulo Félix, Carlos Meixide, Francisco Gude
Article · Computer Methods and Programs in Biomedicine, null
Ranked Q1