publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2020

  1. Complex interaction between low-frequency APD oscillations and beat-to-beat APD variability in humans is governed by the sympathetic nervous system
    Duijvenboden, Stefan Van, Porter, Bradley, Pueyo, Esther, Sampedro-Puente, David Adolfo,  Fernandez-Bes, Jesus, Sidhu, Baldeep, Gould, Justin, Orini, Michele, Bishop, Martin J, Hanson, Ben, and others,
    Frontiers in Physiology 2020
  2. Time course of low-frequency oscillatory behavior in human ventricular repolarization following enhanced sympathetic activity and relation to arrhythmogenesis
    Sampedro-Puente, David Adolfo,  Fernandez-Bes, Jesus, Szentandrássy, Norbert, Nánási, Péter, Taggart, Peter, and Pueyo, Esther
    Frontiers in physiology 2020
  3. Characterization of Spatio-Temporal Cardiac Action Potential Variability at Baseline and Under $\backslashbeta $-Adrenergic Stimulation by Combined Unscented Kalman Filter and Double Greedy Dimension Reduction
    Sampedro-Puente, David Adolfo, Raphel, Fabien,  Fernandez-Bes, Jesus, Laguna, Pablo, Lombardi, Damiano, and Pueyo, Esther
    IEEE Journal of Biomedical and Health Informatics 2020
  4. In Silico Characterization of Repolarization Duration and Variability in the Long QT1 Syndrome Under ő≤-Adrenergic Stimulation
    Sampedro-Puente, David A, Raphel, Fabien,  Fernandez-Bes, Jesus, Laguna, Pablo, Lombardi, Damiano, and Pueyo, Esther
    In 2020 Computing in Cardiology 2020
  5. Caracterizaci√≥n in silico de la duraci√≥n de la repolarizaci√≥n y su variabilidad en el sńĪŐĀndrome de QT Largo Tipo1 bajo estimulaci√≥n beta adren√©rgica.
    Puente, DA-Sampedro,¬†Raphel, F,¬†Bes, Jes√ļs Fern√°ndez,¬†Laguna, P,¬†Lombardi, D,¬†and Pueyo, E Pueyo
    In XXXVIII Congreso Anual de la Sociedad Espa√Īola de IngenierńĪŐĀa Biom√©dica. CASEIB 2020: Libro de actas 2020

2019

  1. Poster Session 1-43rd EWGCCE Meeting
    Husti, Z, Varga, RS, Brenner, G, Bencsik, P, Giricz, Z, Gorbe, A, Shulz, R, Varro, A, Ferdinandy, P, Baczko, I, and others,
    EP Europace 2019
  2. Data-driven identification of stochastic model parameters and state variables: Application to the study of cardiac beat-to-beat variability
    Sampedro-Puente, David Adolfo,  Fernandez-Bes, Jesus, Virág, László, Varró, András, and Pueyo, Esther
    IEEE journal of biomedical and health informatics 2019
  3. Mechanisms underlying interactions between low-frequency oscillations and beat-to-beat variability of celullar ventricular repolarization in response to sympathetic stimulation: implications for arrhythmogenesis
    Sampedro-Puente, David Adolfo,  Fernandez-Bes, Jesus, Porter, Bradley, Van Duijvenboden, Stefan, Taggart, Peter, and Pueyo, Esther
    Frontiers in physiology 2019

2018

    2017

    1. Adaptive Diffusion Schemes for Heterogeneous Networks
      Fernandez-Bes, Jesus,¬†Arenas-GarcńĪŐĀa, Jer√≥nimo,¬†Silva, Magno,¬†and Azpicueta-Ruiz, Luis A
      IEEE Transactions on Signal Processing 2017
    2. Identification of Parameters describing Phenomenological Cardiac Action Potential Models using Sigma-Point Methods
      Fernandez-Bes, Jesus, Sampedro-Puente, David Adolfo, and Pueyo, Esther
      Computing 2017
    3. Differential Responses to Beta-Adrenergic Stimulation in the Long-QT Syndrome Type 1: Characterization and Mechanisms
      Sampedro-Puente, David Adolfo,  Fernandez-Bes, Jesus, and Pueyo, Esther
      Computing 2017
    4. Aligning Heterogeneous Language Vocabularies using Word-Embeddings
      Roca-Sotelo, Sim√≥n,¬†Cid-Sueiro, Jes√ļs,¬†G√≥mez-Verdejo, Vanessa,¬† Fernandez-Bes, Jesus,¬†and Arenas-GarcńĪa, Jer√≥nimo
      In ICML Workshop: Machine Learning in Speech and Language Processing (ICML 2017) 2017
    5. Caracterizaci√≥n de la respuesta a la estimulaci√≥n beta-adren√©rgica en el sńĪŐĀndrome LQT1
      Sampedro Puente, DA, Fernández Bes, J, and Pueyo, E
      In ICML Workshop: Machine Learning in Speech and Language Processing (ICML 2017) 2017
    6. Unscented Kalman Filter para el ajuste de par√°metros de modelos fenomenol√≥gicos de potencial de acci√≥n cardńĪŐĀaco
      Fernández Bes, J, Sampedro Puente, DA, and Pueyo, E
      In ICML Workshop: Machine Learning in Speech and Language Processing (ICML 2017) 2017
    7. Caracterizaci√≥n de la respuesta a la estimulaci√≥n betaadren√©rgica en el sńĪŐĀndrome LQT1
      Puente, DA Sampedro, Bes, J Fernandez, and Pueyo, E
      In XXXV Congreso anual de la Sociedad Espa√Īola de IngenierńĪŐĀa Biom√©dica: Libro de actas 2017

    2016

    1. On The Relationship Between Online Gaussian Process Regression And Kernel Least Mean Squares Algorithms
      Van Vaerenbergh, Steven,¬† Fernandez-Bes, Jesus,¬†and Elvira, VńĪctor
      In 2016 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) 2016
    2. On the Relationship between Online Optimizers and Recursive Filters
      AkyńĪldńĪz, √Ėmer Deniz,¬†Elvira, VńĪŐĀctor,¬† Fernandez-Bes, Jesus,¬†and Miguez, JoaquńĪŐĀn
      In NIPS Workshop: Optimizing the optimizers. 30th Conference on Neural Information Processing Systems (NIPS 2016) 2016
    3. Energy generation prediction: Lessons learned from the use of Kaggle in Machine Learning Course
      Fernandez-Bes, Jesus,¬†Arenas-GarcńĪŐĀa, Jer√≥nimo,¬†and Cid-Sueiro, Jes√ļs
      In NIPS Workshop: Challenges in Machine Learning: Gaming and Education. 2016
    4. Unscented Kalman Filter for Unobservable Parameter Estimation in Heart Cell Signals
      Sampedro-Puente, David Adolfo,  Fernandez-Bes, Jesus, and Pueyo, Esther
      In Actas de las V Jornadas Jovenes Investigadores del I3A 2016

    2015

    1. Distributed estimation in diffusion networks using affine least-squares combiners
      Fernandez-Bes, Jesus, Azpicueta-Ruiz, Luis A, Arenas-Garcia, Jeronimo, and Silva, Magno TM
      Digital Signal Processing 2015
    2. An MDP Model for Censoring in Harvesting Sensors: Optimal and Approximated Solutions
      Fernandez-Bes, J, Cid-Sueiro, J, and Marques, A
      IEEE Journal on Selected Areas in Communications 2015
    3. Asymptotic analysis of cooperative censoring policies in sensor networks
      Fernandez-Bes, Jesus,¬†Arroyo-Valles, RocńĪŐĀo,¬†and Cid-Sueiro, Jes√ļs
      Ad Hoc Networks 2015
    4. Algorithms for Energy-Efficient Adaptive Wireless Sensor Networks
      Fernandez-Bes, Jesus
      Ad Hoc Networks 2015
    5. Censoring diffusion for harvesting WSNs
      Fernandez-Bes, Jesus,¬†Arroyo-Valles, RocńĪŐĀo,¬†Arenas-GarcńĪŐĀa, Jer√≥nimo,¬†and Cid-Sueiro, Jes√ļs
      In 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) 2015
    6. A probabilistic least-mean-squares filter
      Fernandez-Bes, Jesus,¬†Elvira, VńĪŐĀctor,¬†and Van Vaerenbergh, Steven
      In 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015

    2014

    1. Adjustment of combination weights over adaptive diffusion networks
      Fernandez-Bes, Jesus,¬†Arenas-GarcńĪŐĀa, Jer√≥nimo,¬†and Sayed, Ali H
      In 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2014
    2. Estimacion distribuida con redes de difusion: algoritmo con combinadores adaptativos y agentes que preservan estimaciones locales
      Fernandez-Bes, Jesus,¬†Azpicueta-Ruiz, Luis A,¬†Silva, Magno TM,¬†and Arenas-GarcńĪa, Jer√≥nimo
      2014

    2013

    1. Battery-Aware Selective Transmitters in Energy-Harvesting Sensor Networks: Optimal Solution and Stochastic Dual Approximation
      Fernandez-Bes, Jesus, Marques, Antonio G, and Cid-Sueiro, Jesus
      In ISWCS 2013; The Tenth International Symposium on Wireless Communication Systems 2013
    2. Improved least-squares-based combiners for diffusion networks
      Fernandez-Bes, Jesus,¬†Azpicueta-Ruiz, Luis A,¬†Silva, Magno,¬†and Arenas-GarcńĪŐĀa, Jer√≥nimo
      In Wireless Communication Systems (ISWCS 2013), Proceedings of the Tenth International Symposium on 2013

    2012

    1. Decentralized Detection with Energy-Aware Greedy Selective Sensors
      Fern√°ndez-Bes, Jes√ļs,¬†and Cid-Sueiro, Jes√ļs
      In Cognitive Information Processing (CIP), 2012 3rd International Workshop on 2012
    2. A novel scheme for diffusion networks with least-squares adaptive combiners
      Fern√°ndez-Bes, Jes√ļs,¬†Azpicueta-Ruiz, Luis A,¬†Silva, Magno TM,¬†and Arenas-GarcńĪa, Jer√≥nimo
      In Machine Learning for Signal Processing, 2009. MLSP 2012. IEEE International Workshop on 2012

    2011

    1. Cooperative data censoring for energy-efficient communications in sensor networks
      Fern√°ndez-Bes, Jes√ļs,¬†Arroyo-Valles, RocńĪŐĀo,¬†and Cid-Sueiro, Jes√ļs
      In 2011 IEEE International Workshop on Machine Learning for Signal Processing 2011

    2010

    1. Segmentaci√≥n de campo de juego en vńĪŐĀdeos de baloncesto para detecci√≥n de eventos en tiempo real
      Fern√°ndez Bes, Jes√ļs
      In 2011 IEEE International Workshop on Machine Learning for Signal Processing 2010

    2009