sample of publications

• articles 

  • Validation of scientific topic models using graph analysis and corpus metadata.  SCIENTOMETRICS.  127:5441-5458. 2022
  • Nonnegative OPLS for supervised design of filter banks: application to image and audio feature extraction.  IEEE TRANSACTIONS ON MULTIMEDIA.  20:1751-1766. 2018
  • Adaptive diffusion schemes for heterogeneous networks.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  65:5661-5674. 2017
  • Combined nonlinear filtering architectures involving sparse functional link adaptive filters.  SIGNAL PROCESSING.  135:168-178. 2017
  • Regularized multivariate analysis framework for interpretable high-dimensional variable selection.  IEEE Computational Intelligence Magazine.  11:24-35. 2016
  • Sparse Distributed Estimation via Heterogeneous Diffusion Adaptive Networks.  IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS.  63:1079-1083. 2016
  • Combinations of adaptive filters.  IEEE SIGNAL PROCESSING MAGAZINE.  33:120-140. 2016
  • Sparse and kernel OPLS feature extraction based on eigenvalue problem solving.  PATTERN RECOGNITION.  48:1797-1811. 2015
  • Distributed estimation in diffusion networks using affine least-squares combiners.  DIGITAL SIGNAL PROCESSING.  36:1-14. 2015
  • Nonlinear acoustic echo cancellation based on sparse functional link representations.  IEEE Transactions on Audio Speech and Language Processing.  22:1172-1183. 2014
  • Functional Link Adaptive Filters for Nonlinear Acoustic Echo Cancellation.  IEEE Transactions on Audio Speech and Language Processing.  21:1502-1512. 2013
  • Kernel Multivariate Analysis Framework for Supervised Subspace Learning.  IEEE SIGNAL PROCESSING MAGAZINE.  30:16-29. 2013
  • Enhanced Adaptive Volterra Filtering by Automatic Attenuation of Memory Regions and Its Application to Acoustic Echo Cancellation.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  61:2745-2750. 2013
  • A Soft-Switching Blind Equalization Scheme via Convex Combination of Adaptive Filters.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  61:1171-1182. 2013
  • Combination of recursive least rho-norm algorithms for robust adaptive filtering in alpha-stable noise.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  60:1478-1482. 2012
  • Support Vector Machines with Constraints for Sparsity in the Primal Parameters.  IEEE TRANSACTIONS ON NEURAL NETWORKS.  22:1269-1283. 2011
  • Adaptive one-class support vector machine.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  59:2975-2981. 2011
  • Adaptive Volterra Filters With Evolutionary Quadratic Kernels Using a Combination Scheme for Memory Control.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  59:1449-1464. 2011
  • Adaptive Combination of Volterra Kernels and Its Application to Nonlinear Acoustic Echo Cancellation.  IEEE Transactions on Audio Speech and Language Processing.  19:97-110. 2011
  • Adaptively Biasing the Weights of Adaptive Filters.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  58:3890-3895. 2010
  • Committees of Adaboost Ensembles with Modified Emphasis Functions.  NEUROCOMPUTING.  73:1289-1292. 2010
  • Adaptive Combination of Proportionate Filters for Sparse Echo Cancellation.  IEEE Transactions on Audio Speech and Language Processing.  17:1087-1098. 2009
  • Efficient Kernel Orthonormalized PLS for Remote Sensing Applications.  IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING.  46:2872-2881. 2008
  • A Dynamically Adjusted Mixed Emphasis Method for Building Boosting Ensembles.  IEEE Transactions on Neural Networks and Learning Systems.  19:3-17. 2008

• book chapters 

  • Combined Filtering Architectures for Complex Nonlinear Systems. In: Adaptive Learning Methods for Nonlinear System Modeling.  Butterworth-Heinemann. 243-264. 2018
  • Kernel Multivariate Analysis in Remote Sensing Feature Extraction. In: Kernel Methods for Remote Sensing Data Analysis.  WILEY. 329-352. 2009

• conference contributions 

  • Corpus Viewer: NLP and ML-based Platform for Public Policy Making and Implementation.  193-196. 2019
  • Landscaping Language Technologies using Topic Modeling and Graph Analysis: Overview of the Spanish Contribution.  129-136. 2019
  • Improving Multikernel Adaptive Filtering with Selective Bias.  4529-4533. 2018
  • Full proportionate functional link adaptive filters for nonlinear acoustic echo cancellation.  1145-1149. 2017
  • Block-based combined scheme exploiting sparsity in nonlinear acoustic echo cancellation.  1-6. 2016
  • A nonlinear architecture involving a combination of proportionate functional link adaptive filters.  2869-2873. 2015
  • Censoring diffusion for harvesting WSNs.  237-240. 2015
  • On steady state tracking performance of adaptive networks.  843-847. 2015
  • Sparse distributed learning via heterogeneous diffusion adaptive networks.  437-440. 2015
  • A comparative study of two popular families of sparsity-aware adaptive filters 2014
  • Adjustment of combination weights over adaptive diffusion networks.  6409-6413. 2014
  • Estimación distribuida con redes de difusión: algoritmo con combinadores adaptativos y agentes que preservan estimaciones locales 2014
  • Reduced-cost combination of adaptive filters for acoustic echo cancellation.  1-5. 2014
  • A low-cost implementation strategy for combinations of adaptive filters.  5671-5675. 2013
  • Acoustic echo cancellation in discrete Fourier transform domain based on adaptive combination of adaptive filters 2013
  • Improved least-squares-based combiners for diffusion networks 2013
  • Iterative orthonormalized partial least squares with sparsity constraints.  3387-3391. 2013
  • Music Genre Classification Based on Dynamical Models 2012
  • A Block-Based Approach to Adaptively Bias the Weights of Adaptive Filters 2011
  • Tracking performance of adaptively biased adaptive filters.  4128-4131. 2011
  • A New Least Squares Adaptation Scheme for Affine Combination of Two Adaptative Filters.  327-332. 2008
  • A Normalized Adaptation Scheme for the Convex Combination of Two Adaptive Filters.  3301-3304. 2008
  • Adaptative Combination of IPNLMS Filters for Robust Sparse Echo Cancellation.  221-226. 2008
  • UC3M High Level Feature Extraction at TRECVID 2008 2008