Jesús
Fernández Bes
Calle Principe don Juan Carlos 6 3o C 28924 Alcorcón (Madrid, Spain) H+34 699 252 241 T+34 916 246 005 Bjesus.fbes@gmail.com
Í
www.tsc.uc3m.es/ jesusfbes Born in Zaragoza (Spain) in 1986Research Interest
Machine Learning and Signal Processing techniques, In particular Adaptive Filtering, Probabilistic Modelling and Reinforcement Learning and their applications.
Work Experience
Oct. 2010 - Present Researcher,Carlos III University in Madrid, Leganés (Madrid, Spain).
Under FPU Spanish Ministry of Education program. Tasks:
{ Researcher at Information Management and Processing Group (G2PI); { Participant in Research Projects and Contracts related to Signal Processing
and Machine Learning;
{ Teacher ofSystems and Circuits,Data Processing,Digital Image Processing
(Spanish & English).
Sep. 2013 - Dec. 2013 Vissiting Graduate Researcher, University of California, Los Ángeles (UCLA), United States of America, Adaptive Systems Laboratory.
Supervisor: Ali H. Sayed.
{ Development of new schemes of distributed estimation based in diffusion.
Jan. 2010 - Jul. 2010 Project Engineer,Elecnor Deimos, Tres Cantos (Madrid, Spain).
Internship in Internet & Mobility Division. Tasks:
{ Android Programmer in the national R&D project: España Virtual; { Develop an Augmented Reality Geo-located System.
Education
2012 - 2015 Ph.D. in Multimedia and Communications, Carlos III University, Madrid (Spain).
Thesis: Algorithms for Energy-Efficient Adaptive Wireless Sensor Networks
Supervisors: Jesús Cid Sueiro and Jerónimo Arenas García. Grade: Summa Cum Laude.
2010 - 2012 MSc. in Multimedia and Communications, Carlos III University and King Juan Carlos University, Madrid (Spain).
Major in Data and Signal Processing.
Courses of Machine Learning, Signal Processing, Computer Vision, Speech Processing,Optimization, etc.
2004 - 2010 Telecommunication Engineering, Carlos III University, Leganés (Madrid, Spain), Bilingual Spanish-English.
Erasmus atChalmers University of Technology. Gothenburg (Sweden).
Awards
Best Student Award in Telecommunication Engineering (Year 2009/2010),Carlos III University in Madrid.
Languages
Spanish Native level
English High level Cambridge Certificate in Advanced English
French Basic level
Computer skills
Operating Systems Windows, Mac OS, Linux, Android. Programming Languages Python, Matlab, R, Java, Scala, C.
Big Data Fameworks Hadoop, Spark.
Publications
Journals
J. Fernandez-Bes, J. Cid-Sueiro, and A. Marques. An MDP Model for Censoring in Harvesting Sensors: Optimal and Approximated Solutions.
IEEE Journal on Selected Areas in Communications, PP(99):1–1, 2015. J. Fernandez-Bes, R. Arroyo-Valles, and J. Cid-Sueiro. Asymptotic analysis of cooperative censoring policies in sensor networks. Ad Hoc Networks, 29:63–77, 2015.
J. Fernandez-Bes, L. A. Azpicueta-Ruiz, J. Arenas-García, and M. T.M. Silva. Distributed estimation in diffusion networks using affine least-squares combiners. Digital Signal Processing, 36:1–14, 2015.
Conferences
J. Fernandez-Bes, V. Elvira, and S. Van Vaerenbergh. A probabilistic least-mean-squares filter. InIEEE International Conference onAcoustics, Speech and Signal Processing (ICASSP), Brisbane (Australia), 2015. J. Fernandez-Bes, J. Arenas-Garcia, and A. H. Sayed. Adjustment of combination weights over adaptive diffusion networks. InIEEE Interna-tional Conference onAcoustics, Speech and Signal Processing (ICASSP), pages 6409–6413, Florence (Italy), 2014.
J. Fernandez-Bes, A. G. Marques, and J. Cid-Sueiro. Battery-aware selective transmitters in energy-harvesting sensor networks: Optimal solution and stochastic dual approximation. In International Symposium
on Wireless Communication Systems (ISWCS). VDE VERLAG GmbH, 2013.
J. Fernandez-Bes, L. A. Azpicueta-Ruiz, M.T.M. Silva, and J. Arenas-Garcia. Improved least-squares-based combiners for diffusion networks. In
International Symposium on Wireless Communication Systems (ISWCS). VDE VERLAG GmbH, 2013.
J. Fernandez-Bes, L.A. Azpicueta-Ruiz, M.T.M. Silva, and J. Arenas-Garcia. A novel scheme for diffusion networks with least-squares adaptive combiners. In IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Santander (Spain), 2012.
J. Fernandez-Bes and J. Cid-Sueiro. Decentralized detection with energy-aware greedy selective sensors. In3rd International Workshop on Cognitive Information Processing (CIP), Baiona (Spain), 2012.
J. Fernandez-Bes, R. Arroyo-Valles, and J. Cid-Sueiro. Cooperative data censoring for energy-efficient communications in sensor networks. In
IEEE International Workshop on Machine Learning for Signal Processing (MLSP), pages 1–6, Beijing (China), 2011.
Research Projects
2012 - 2014 “Distributed Learning in Energy-Efficient Adaptive Sensor Net-works” (DILEAS).
Participants: Carlos III University in Madrid.
Funding Organization: Spanish Science and Innovation Ministry. Principal Researcher: Jerónimo Arenas García.
2012 - 2014 “Técnicas avanzadas de Filtrado Adaptativo: Aplicación en Redes de Sensores y Sistemas Dispersos”.
Participants: Carlos III University in Madrid.
Funding Organization: Spanish Science and Innovation Ministry. Principal Researcher: Jerónimo Arenas García.
2009 - 2011 “New Algorithms for Selective Transmission and Processing in Sen-sor Networks: Application to Target Classification and Tracking”.
Participants: Carlos III University in Madrid.
Funding Organization: Spanish Science and Innovation Ministry. Principal Researcher: Francisco J. González Serrano.
2008 - 2011 “España Virtual”.
Participants: DEIMOS, IGN/CNIG, Indra, Androme, GeoSpatiumLab, DNX, Prodevelop, TID.
Funding Organization: Spanish Industry Ministry (CENIT). Principal Researcher: DEIMOS.
Research Contracts
2015 Sistema de recomendación para su incorporación en una aplicación móvil. "Portal de acceso".
Participants: Carlos III University in Madrid. Funding Organization: Future Space S.A. Principal Researcher: Vanessa Gomez Verdejo.
2015 Servicio de Tipificación de la Base de Datos de Dominios ".es".
Participants: Carlos III University in Madrid. Funding Organization: red.es.
Principal Researcher: Ángel Navia Vazquez.
2014 - 2015 Proyecto experimental empleando técnicas de búsqueda de semán-tica latente para la vigilancia del Sector TIC y el fomento de la Sociedad de la Información.
Participants: Carlos III University in Madrid.
Funding Organization: Spanish Secretary of State of Telecommunications and Information Society.
Principal Researchers: Jerónimo Arenas-García and Jesús Cid Sueiro.
2014 - 2015 Desarrollo de un Proyecto Piloto para Analizar la Viabilidad de Utilizar Internet como Fuente de Datos.
Participants: Carlos III University in Madrid. Funding Organization: red.es.
Principal Researcher: Jesús Cid Sueiro, Sergio Muñoz Romero, and Miguel Lázaro Gredilla.
Courses
Summer Schools and Seminars
Nov. 2012 Multisensor Fusion: Advanced Methodologies and Applications,
NATO Lecture Series, Research & Technology Organization (NATO). Apr. 2012 Machine Learning Summer School (MLSS) 2012 , La Palma
(Spain).
Online Courses
Jul. 2014 R. Programming, Coursera.org online course, Lecturer: Dr. Roger D. Peng (Johns Hopkins University).
Jul. 2014 Introduction to Biomedical Imaging,edx.org online course, Lecturer: Dr. Graham Galloway (Queensland University).
Apr. 2014 Discrete Inference and Learning in Artificial Vision, Coursera.org online course, Lecturer: Dr. Nikos Paragios (Ecole Centrale Paris). Jan. 2014 Machine Learning,Lecturer: Dr. Andrew Ng. (Stanford University). Jun. 2013 Web Intelligence and Big Data, Coursera.org online course, Lecturer:
Dr. Gautam Shroff (Indian Institute of Technology Delhi).
Jun. 2013 Functional Programming Principles in Scala, Coursera.org online course, Lecturer: Dr. Martin Odersky (EPFL).
Mar. 2013 Control of Mobile Robots, Coursera.org online course, Lecturer: Dr. Magnus Egerstedt (Georgia Institute of Technology).
Jan. 2013 CS373: Artificial Intelligence for Robotics, Udacity.com online course, Lecturer: Dr. Sebastian Thrun (Stanford University).
Dec. 2012 Next Generation Mobile Communications, Spanish Official Associ-ation of TelecommunicAssoci-ation Engineering, Lecturer: Dr. José María Hernando Rábanos.
Mar. 2012 Probabilistic Graphical Models,Coursera.org online course, Lecturer: Dr. Daphne Koller (Stanford University).