publications

Here you can find some of my publications. Go to my Google Scholar Profile if you want to find the most updated list.

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 β-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. Caracterización in silico de la duración de la repolarización y su variabilidad en el sı́ndrome de QT Largo Tipo1 bajo estimulación beta adrenérgica.
    Puente, DA-Sampedro, Raphel, F, Bes, Jesús Fernández, Laguna, P, Lombardi, D, and Pueyo, E Pueyo
    In XXXVIII Congreso Anual de la Sociedad Española de Ingenierı́a Biomédica. 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-Garcı́a, Jerónimo, 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, Simón, Cid-Sueiro, Jesús, Gómez-Verdejo, Vanessa,  Fernandez-Bes, Jesus, and Arenas-Garcıa, Jerónimo
      In ICML Workshop: Machine Learning in Speech and Language Processing (ICML 2017) 2017
    5. Caracterización de la respuesta a la estimulación beta-adrenérgica en el sı́ndrome 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 parámetros de modelos fenomenológicos de potencial de acción cardı́aco
      Fernández Bes, J, Sampedro Puente, DA, and Pueyo, E
      In ICML Workshop: Machine Learning in Speech and Language Processing (ICML 2017) 2017
    7. Caracterización de la respuesta a la estimulación betaadrenérgica en el sı́ndrome LQT1
      Puente, DA Sampedro, Bes, J Fernandez, and Pueyo, E
      In XXXV Congreso anual de la Sociedad Española de Ingenierı́a Biomédica: 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, Vıctor
      In 2016 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) 2016
    2. On the Relationship between Online Optimizers and Recursive Filters
      Akyıldız, Ömer Deniz, Elvira, Vı́ctor,  Fernandez-Bes, Jesus, and Miguez, Joaquı́n
      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-Garcı́a, Jerónimo, and Cid-Sueiro, Jesús
      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, Rocı́o, and Cid-Sueiro, Jesús
      Ad Hoc Networks 2015
    4. Algorithms for Energy-Efficient Adaptive Wireless Sensor Networks
      Fernandez-Bes, Jesus
      Ad Hoc Networks 2015
      PDF
    5. Censoring diffusion for harvesting WSNs
      Fernandez-Bes, Jesus, Arroyo-Valles, Rocı́o, Arenas-Garcı́a, Jerónimo, and Cid-Sueiro, Jesús
      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, Vı́ctor, 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-Garcı́a, Jerónimo, 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-Garcıa, Jerónimo
      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-Garcı́a, Jerónimo
      In Wireless Communication Systems (ISWCS 2013), Proceedings of the Tenth International Symposium on 2013

    2012

    1. Decentralized Detection with Energy-Aware Greedy Selective Sensors
      Fernández-Bes, Jesús, and Cid-Sueiro, Jesús
      In Cognitive Information Processing (CIP), 2012 3rd International Workshop on 2012
    2. A novel scheme for diffusion networks with least-squares adaptive combiners
      Fernández-Bes, Jesús, Azpicueta-Ruiz, Luis A, Silva, Magno TM, and Arenas-Garcıa, Jerónimo
      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
      Fernández-Bes, Jesús, Arroyo-Valles, Rocı́o, and Cid-Sueiro, Jesús
      In 2011 IEEE International Workshop on Machine Learning for Signal Processing 2011

    2010

    1. Segmentación de campo de juego en vı́deos de baloncesto para detección de eventos en tiempo real
      Fernández Bes, Jesús
      In 2011 IEEE International Workshop on Machine Learning for Signal Processing 2010

    2009