Jesús Cid-Sueiro

Professor at Dept. of Signal Theory and Communications in Universidad Carlos III de Madrid, Spain.

jcid@tsc.uc3m.es

My current research interest are Machine Learning and its applications to Big Data, IaD (Internet as Data Source), Smart Grid and Sensor Networks

Some recent publications.

  • 2015
    • A. Lutu, M. Bagnulo, C. Pelsser, O. Maennel, J. Cid-Sueiro, The BGP Visibility Toolkit: Detecting Anomalous Internet Routing Behavior , IEEE/ACM Transactions on Networking , vol.PP, no.99, pp.1-14 (doi)
    • J. Fernández-Bes, R. Arroyo-Valles, J. Cid-Sueiro, Asymptotic Analysis of Cooperative Censoring Policies in Sensor Networks, Ad Hoc Networks, pp. 63-67, Jun. 2015 (doi)
    • J. Fernández-Bes, J. Cid-Sueiro, A. García-Marques, An MDP Model for Censoring in Harvesting Sensors: Optimal and Approximated Solutions, IEEE Journal on Selected Areas in Communications, 33(8), pp. 1717-1729, Aug. 2015 (doi)
  • 2014
    • J. Cid-Sueiro, D. García-García, R Santos-Rodríguez, Consistency of Losses for Learning from Weak Labels, Machine Learning and Knowledge Discovery in Databases (Procs. of ECML), pp. 197-210, 2014 (doi, slides , poster)
    • A. Lutu, M. Bagnulo, J. Cid-Sueiro, O. Maennel, (2014) Separating Wheat from Chaff: Winnowing Unintended Prefixes using Machine Learning . The 33rd Annual IEEE Int. Conf. on Computer Communications (INFOCOM 2014) , 27 April – 2 May 2014, Toronto, Canada. (doi, pdf)
    • S. Pino-Povedano, R. Arroyo-Valles, J. Cid-Sueiro, Selective forwarding for energy-efficient target tracking in sensor networks, Signal Processing 94, 557-569, 2014. (doi)
  • 2013
    • E. Martinez-Enriquez, F. Diaz-de-Maria, J. Cid-Sueiro, A. Ortega, Filter optimization and complexity reduction for video coding using graph-based transforms, 20th IEEE Int. Conf. on Image Processing (ICIP), pp.1948,1952, 15-18 Sept. 2013 (doi)
    • J. Fernandez-Bes, A. García-Marques, J. Cid-Sueiro, Battery-Aware Selective Transmitters in Energy-Harvesting Sensor Networks: Optimal Solution and Stochastic Dual Approximation, Proc. of the Tenth Int. Symposium on Wireless Communication Systems (ISWCS 2013), pp.1,5, 27-30 Aug. 2013 (doi)
  • 2012
    • J. Cid-Sueiro (2012). Proper Losses for Learning from Partial Labels. Neural Information Processing Systems (NIPS2012), Lake Tahoe, Nevada, USA, Dec., 3-6, 2012. (pdf)
    • J. Fernandez-Bes, J. Cid-Sueiro, Decentralized detection with energy-aware greedy selective sensors, 3rd Int. Workshop on Cognitive Information Processing (CIP), pp. 1-6, 28-30 May 2012. (pdf)
    • R. Santos-Rodriguez, J. Cid-Sueiro (2012). Cost-Sensitive Sequences of Bregman Divergences. IEEE transactions on neural networks and learning systems, 23(12), 1896-1904. (doi)
  • 2011
    • R. Alaiz, A. Guerrero, J. Cid-Sueiro (2011). Class and subclass probability re-estimation to adapt a classifier in the presence of concept drift. Neurocomputing, 74(16), 2614-2623. (doi)
    • R. Arroyo-Valles, A.G. Marques, J. Cid-Sueiro (2011). Optimal Selective Forwarding for Energy Saving in Wireless Sensor Networks. IEEE Transactions on wireless Communications, 10(1), 164-175. (doi)
    • J.R. Feijoo, J. Cid-Sueiro, J. Garcia, P. Conde (2011). Optimal Double Route Search in a Telecommunication Network: A Telecontrol Network Application. IEEE transactions on reliability, 60(1), 341-350. (doi)
  • 2010
    • J.R. Feijoo, J.L. Rojo, J. Cid-Sueiro, P. Conde, J. Mata-Vigil, (2010). Modeling Link Events in High Reliability Networks With Support Vector Machines. IEEE transactions on reliability, 59(1), 191-202. (doi)
    • M. Martinez-Ram—n, A. Gallardo-Antol’n, J. Cid-Sueiro, G. Heileman, K. Yung, W. Zheng, C. Zhao, S. Posse (2010). Automatic Placement of Outer Volume Suppression Slices in MR Spectroscopic Imaging of the Human Brain. Magnetic resonance in medicine, 63(3), 592-600. (doi)
  • 2009
    • R. Arroyo-Valles, A. Marques, J. Cid-Sueiro (2009). Optimal Selective Transmission under Energy Constraints in Sensor Networks. IEEE Transactions on Mobile Computing, 8(11), 1524-1538. (doi)
    • A. Guerrero, R. Alaiz, J. Cid-Sueiro (2009). Cost-Sensitive and Modular Land-Cover Classification based on Posterior Probability Estimates. International journal of remote sensing, 30(22), 5877-5899. (doi)
    • R. Santos-Rodriguez, A. Guerrero, R. Alaiz, J. Cid-Sueiro (2009). Cost-Sensitive Learning based on Bregman Divergences. Machine Learning, 2-3(76), 271-285. (doi)
  • 2007
    • R. Alaiz, A. Guerrero, J. Cid-Sueiro, (2007). Minimax Regret Classifier for Imprecise Class Distributions. Journal of Machine Learning Research, 8, 103-130. (pdf)
    • M. Ortega, D. Gutierrez, M. De Pablo, J. Cid-Sueiro (2007). Training Classifiers for Tree-Structured Categories with Partially Labeled Data. Journal of VLSI signal processing, 48(1-2), 53-65. (doi)

Teaching

Research

Projects