Publications

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Journal Articles

Jesus Fernandez-Bes; Jerónimo Arenas-García; Magno T. M. Silva; Luis Antonio Azpicueta-Ruiz

Adaptive Diffusion Schemes for Heterogeneous Networks Journal Article

IEEE Transactions on Signal Processing, 65 (21), pp. 5661 - 5674, 2017, ISSN: 1941-0476.

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Jesus Fernandez-Bes; Luis A. Azpicueta-Ruiz; Jerónimo Arenas-García; Magno T. M. Silva

Distributed estimation in diffusion networks using affine least-squares combiners Journal Article

Digital Signal Processing, 36 , pp. 1–14, 2015.

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Jesus Fernandez-Bes; Jesús Cid-Sueiro; Antonio G. Marques

An MDP Model for Censoring in Harvesting Sensors: Optimal and Approximated Solutions Journal Article

IEEE Journal on Selected Areas in Communications, 33 (8), pp. 1717–1729, 2015.

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Jesus Fernandez-Bes; Rocío Arroyo-Valles; Jesús Cid-Sueiro

Asymptotic analysis of cooperative censoring policies in sensor networks Journal Article

Ad Hoc Networks, 29 , pp. 63–77, 2015.

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Contributions to conferences

Simón Roca-Sotelo; Jesús Cid-Sueiro1; Vanessa Gómez-Verdejo; Jesus Fernandez-Bes; Jerónimo Arenas-García

Aligning Heterogeneous Language Vocabularies using Word-Embeddings Conference

ICML Workshop: Machine Learning in Speech and Language Processing (ICML 2017), Sydney, Australia., 2017.

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Ömer Deniz Akyıldız; Victor Elvira; Jesus Fernandez-Bes; Joaquin Miguez

On the Relationship between Online Optimizers and Recursive Filters Conference

NIPS Workshop: Optimizing the optimizers. 30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain, 2016.

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Jesus Fernandez-Bes; Jerónimo Arenas-García; Jesús Cid-Sueiro

Energy generation prediction: Lessons learned from the use of Kaggle in Machine Learning Course Conference

NIPS Workshop: Challenges in Machine Learning: Gaming and Education. 30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain, 2016.

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Steven Van Vaerenbergh; Jesus Fernandez-Bes; Victor Elvira

On the Relationship between Online Gaussian Process Regression and Kernel Least Mean Squares Algorithms Conference

Machine Learning for Signal Processing (MLSP), 2016 IEEE International Workshop on, IEEE, Vietri sul Mare, Salerno (Italy), 2016.

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David Adolfo Sampedro-Puente; Jesus Fernandez-Bes; Esther Pueyo

Unscented Kalman Filter for Unobservable Parameter Estimation in Heart Cell Signals Conference

Actas de la V Jornada de Jóvenes Investigadores del I3A, 4 , Instituto de Investigación en Ingeniería de Aragón (I3A), Zaragoza, 2016, ISSN: 2341-4790.

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Jesus Fernandez-Bes; Rocío Arroyo-Valles; Jerónimo Arenas-García; Jesús Cid-Sueiro

Censoring Diffusion for Harvesting WSNs Conference

2015 International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). , IEEE, Cancún (Mexico), 2015.

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Jesus Fernandez-Bes; Victor Elvira; Steven Van Vaerenbergh

A Probabilistic Least-Mean-Squares Filter Conference

Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on , IEEE, Brisbane (Australia), 2015.

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Jesus Fernandez-Bes; Jerónimo Arenas-García; Ali H. Sayed

Adjustment of combination weights over adaptive diffusion networks Conference

Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on, IEEE, Florence (Italy), 2014.

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Jesus Fernandez-Bes; Luis A. Azpicueta-Ruiz; Magno T. M. Silva; Jerónimo Arenas-García

Estimacion distribuida con redes de difusion: algoritmo con combinadores adaptativos y agentes que preservan estimaciones locales Conference

URSI, Valencia (Spain), 2014.

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Jesus Fernandez-Bes; Antonio G. Marques; Jesús Cid-Sueiro

Battery-Aware Selective Transmitters in Energy-Harvesting Sensor Networks: Optimal Solution and Stochastic Dual Approximation Conference

Wireless Communication Systems (ISWCS 2013), Proceedings of the Tenth International Symposium on, VDE and IEEE, Ilmenau (Germany), 2013.

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Jesus Fernandez-Bes; Luis A. Azpicueta-Ruiz; Magno T. M. Silva; Jerónimo Arenas-García

Improved least-squares-based combiners for diffusion networks Conference

Wireless Communication Systems (ISWCS 2013), Proceedings of the Tenth International Symposium on, VDE and IEEE, Ilmenau (Germany), 2013.

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Jesus Fernandez-Bes; Jesús Cid-Sueiro

Decentralized Detection with Energy-Aware Greedy Selective Sensors Conference

Cognitive Information Processing (CIP), 2012 3rd International Workshop on, IEEE, Baiona (Spain), 2012.

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Jesus Fernandez-Bes; Luis A. Azpicueta-Ruiz; Magno T. M. Silva; Jerónimo Arenas-García

A novel scheme for diffusion networks with least-squares adaptive combiners Conference

Machine Learning for Signal Processing (MLSP), 2012 IEEE International Workshop on, IEEE, Santander (Spain), 2012.

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Jesus Fernandez-Bes; Rocío Arroyo-Valles; Jesús Cid-Sueiro

Cooperative data censoring for energy-efficient communications in sensor networks Conference

Machine Learning for Signal Processing (MLSP), 2011 IEEE International Workshop on, IEEE, Beijing (China), 2011.

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Ph. D. Thesis

Jesus Fernandez-Bes

Algorithms for Energy-Efficient Adaptive Wireless Sensor Networks PhD Thesis

Universidad Carlos III de Madrid, 2015.

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