A Trainable Classifier via k Nearest Neighbors. - I. Mora-Jiménez; Abdelouahid Lyhyaoui; Jerónimo Arenas-García; Ángel Navia-Vázquez; Aníbal R. Figueiras-Vidal (HIS, 2002)

An adaptive combination of adaptive filters for plant identification. - Manel Martínez-Ramón; Jerónimo Arenas-García; Ángel Navia-Vázquez; Aníbal R. Figueiras-Vidal (DSP, 2002)

Multi-class support vector machines: a new approach. - Jerónimo Arenas-García; Fernando Pérez-Cruz (ICASSP (2), 2003)

The Beneficial Effects of Using Multi-net Systems That Focus on Hard Patterns. - Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal; Amanda J. C. Sharkey (Multiple Classifier Systems, 2003)

Separate-variable adaptive combination of LMS adaptive filters for plant identification. - Jerónimo Arenas-García; Vanessa Gómez-Verdejo; Manel Martínez-Ramón; Aníbal R. Figueiras-Vidal (NNSP, 2003)

On problem-oriented kernel refining. - Emilio Parrado-Hernández; Jerónimo Arenas-García; I. Mora-Jiménez; Ángel Navia-Vázquez (Neurocomputing, 2003)

Growing support vector classifiers with controlled complexity. - Emilio Parrado-Hernández; I. Mora-Jiménez; Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal; Ángel Navia-Vázquez (Pattern Recognit., 2003)

SVM multiregression for nonlinear channel estimation in multiple-input multiple-output systems. - Matilde Sánchez Fernández; Mario de Prado-Cumplido; Jerónimo Arenas-García; Fernando Pérez-Cruz (IEEE Trans. Signal Process., 2004)

Boosting by weighting boundary and erroneous samples. - Vanessa Gómez-Verdejo; Manuel Ortega-Moral; Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal (ESANN, 2005)

An On-line Fisher Discriminant. - Manuel Ortega-Moral; Vanessa Gómez-Verdejo; Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal (ESANN, 2005)

Steady state performance of convex combinations of adaptive filters. - Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal; Ali H. Sayed (ICASSP (4), 2005)

Designing RBF classifiers for weighted boosting. - Vanessa Gómez-Verdejo; Jerónimo Arenas-García; Manuel Ortega-Moral; Aníbal R. Figueiras-Vidal (IJCNN, 2005)

Fast Classification with Neural Networks via Confidence Rating. - Jerónimo Arenas-García; Vanessa Gómez-Verdejo; Sergio Muñoz-Romero; Manuel Ortega-Moral; Aníbal R. Figueiras-Vidal (IWANN, 2005)

New algorithms for improved adaptive convex combination of LMS transversal filters. - Jerónimo Arenas-García; Vanessa Gómez-Verdejo; Aníbal R. Figueiras-Vidal (IEEE Trans. Instrum. Meas., 2005)

Improved Blind Equalization via Adaptive Combination of Constant Modulus Algorithms. - Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal (ICASSP (3), 2006)

Optimal filtering of dynamics in short-time features for music organization. - Jerónimo Arenas-García; Jan Larsen; Lars Kai Hansen; Anders Meng (ISMIR, 2006)

A Genre Classification Plug-in for Data Collection. - Tue Lehn-Schiøler; Jerónimo Arenas-García; Kaare Brandt Petersen; Lars Kai Hansen (ISMIR, 2006)

Sparse Kernel Orthonormalized PLS for feature extraction in large data sets. - Jerónimo Arenas-García; Kaare Brandt Petersen; Lars Kai Hansen (NIPS, 2006)

Boosting by weighting critical and erroneous samples. - Vanessa Gómez-Verdejo; Manuel Ortega-Moral; Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal (Neurocomputing, 2006)

Plant identification via adaptive combination of transversal filters. - Jerónimo Arenas-García; Manel Martínez-Ramón; Ángel Navia-Vázquez; Aníbal R. Figueiras-Vidal (Signal Process., 2006)

Mean-square performance of a convex combination of two adaptive filters. - Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal; Ali H. Sayed (IEEE Trans. Signal Process., 2006)

Learning and clean-up in a large scale music database. - Lars Kai Hansen; Tue Lehn-Schiøler; Kaare Brandt Petersen; Jerónimo Arenas-García; Jan Larsen; Søren Holdt Jensen (EUSIPCO, 2007)

On the Relevance of Spectral Features for Instrument Classification. - Andreas Brinch Nielsen; Sigurdur Sigurdsson; Lars Kai Hansen; Jerónimo Arenas-García (ICASSP (2), 2007)

Feature extraction from remote sensing data using Kernel Orthonormalized PLS. - Jerónimo Arenas-García; Gustavo Camps-Valls (IGARSS, 2007)

Fast evaluation of neural networks via confidence rating. - Jerónimo Arenas-García; Vanessa Gómez-Verdejo; Aníbal R. Figueiras-Vidal (Neurocomputing, 2007)

A normalized adaptation scheme for the convex combination of two adaptive filters. - Luis Antonio Azpicueta-Ruiz; Aníbal R. Figueiras-Vidal; Jerónimo Arenas-García (ICASSP, 2008)

UC3M High Level Feature Extraction at TRECVID 2008. - Iván González-Díaz 001; Dario García-García; Rubén Solera-Ureña; Jaisiel Madrid-Sánchez; Vanessa Gómez-Verdejo; Manel Martínez-Ramón; Fernando Díaz-de-María; Jerónimo Arenas-García (TRECVID, 2008)

Efficient Kernel Orthonormalized PLS for Remote Sensing Applications. - Jerónimo Arenas-García; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2008)

A Dynamically Adjusted Mixed Emphasis Method for Building Boosting Ensembles. - Vanessa Gómez-Verdejo; Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal (IEEE Trans. Neural Networks, 2008)

Novel schemes for nonlinear acoustic echo cancellation based on filter combinations. - Luis Antonio Azpicueta-Ruiz; Marcus Zeller; Jerónimo Arenas-García; Walter Kellermann (ICASSP, 2009)

Real Adaboost Ensembles with Emphasized Subsampling. - Sergio Muñoz-Romero; Jerónimo Arenas-García; Vanessa Gómez-Verdejo (IWANN (1), 2009)

UC3M AT TRECVID 2009. - Iván González-Díaz 001; Vanessa Gómez-Verdejo; Manel Martínez-Ramón; Fernando Díaz-de-María; Jerónimo Arenas-García (TRECVID, 2009)

Adaptive Combination of Proportionate Filters for Sparse Echo Cancellation. - Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal (IEEE Trans. Speech Audio Process., 2009)

On the tracking performance of combinations of least mean squares and recursive least squares adaptive filters. - Vítor H. Nascimento; Magno T. M. Silva; Luis Antonio Azpicueta-Ruiz; Jerónimo Arenas-García (ICASSP, 2010)

A transient analysis for the convex combination of two adaptive filters with transfer of coefficients. - Magno T. M. Silva; Vítor H. Nascimento; Jerónimo Arenas-García (ICASSP, 2010)

Efficient adaptive DFT-domain Volterra filters using an automatically controlled number of quadratic kernel diagonals. - Marcus Zeller; Luis Antonio Azpicueta-Ruiz; Jerónimo Arenas-García; Walter Kellermann (ICASSP, 2010)

Least-squares adaptation of affine combinations of multiple adaptive filters. - Luis Antonio Azpicueta-Ruiz; Marcus Zeller; Aníbal R. Figueiras-Vidal; Jerónimo Arenas-García (ISCAS, 2010)

Combination of recursive supervised and semisupervised filters for improved unbiased estimation. - Jerónimo Arenas-García; Carlos Moriana-Varo; Jan Larsen (ISWCS, 2010)

UC3M AT TRECVID 2010 Semantic Indexing Task. - Iván González-Díaz 001; Vanessa Gómez-Verdejo; Fernando Díaz-de-María; Jerónimo Arenas-García (TRECVID, 2010)

Committees of Adaboost ensembles with modified emphasis functions. - Vanessa Gómez-Verdejo; Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal (Neurocomputing, 2010)

Adaptively biasing the weights of adaptive filters. - Miguel Lázaro-Gredilla; Luis Antonio Azpicueta-Ruiz; Aníbal R. Figueiras-Vidal; Jerónimo Arenas-García (IEEE Trans. Signal Process., 2010)

Combinations of proportionate adaptive filters in acoustics: An application to active noise control. - Jerónimo Arenas-García; Maria de Diego; Luis Antonio Azpicueta-Ruiz; Miguel Ferrer 001; Alberto González 001 (EUSIPCO, 2011)

Tracking performance of adaptively biased adaptive filters. - Jerónimo Arenas-García; Miguel Lázaro-Gredilla (ICASSP, 2011)

A block-based approach to adaptively bias the weights of adaptive filters. - Luis Antonio Azpicueta-Ruiz; Miguel Lázaro-Gredilla; Aníbal R. Figueiras-Vidal; Jerónimo Arenas-García (MLSP, 2011)

Adaptive Combination of Volterra Kernels and Its Application to Nonlinear Acoustic Echo Cancellation. - Luis Antonio Azpicueta-Ruiz; Marcus Zeller; Aníbal R. Figueiras-Vidal; Jerónimo Arenas-García; Walter Kellermann (IEEE Trans. Speech Audio Process., 2011)

Support Vector Machines With Constraints for Sparsity in the Primal Parameters. - Vanessa Gómez-Verdejo; Manel Martínez-Ramón; Jerónimo Arenas-García; Miguel Lázaro-Gredilla; Harold Y. Molina-Bulla (IEEE Trans. Neural Networks, 2011)

Adaptive One-Class Support Vector Machine. - Vanessa Gómez-Verdejo; Jerónimo Arenas-García; Miguel Lázaro-Gredilla; Ángel Navia-Vázquez (IEEE Trans. Signal Process., 2011)

Adaptive Volterra Filters With Evolutionary Quadratic Kernels Using a Combination Scheme for Memory Control. - Marcus Zeller; Luis Antonio Azpicueta-Ruiz; Jerónimo Arenas-García; Walter Kellermann (IEEE Trans. Signal Process., 2011)

Music Genre Classification based on Dynamical Models. - Alberto García-Durán; Jerónimo Arenas-García; Dario García-García; Emilio Parrado-Hernández (ICPRAM (2), 2012)

A novel scheme for diffusion networks with least-squares adaptive combiners. - Jesus Fernandez-Bes; Luis Antonio Azpicueta-Ruiz; Magno T. M. Silva; Jerónimo Arenas-García (MLSP, 2012)

Improving sparse echo cancellation via convex combination of two NLMS filters with different lengths. - Álvaro Gonzalo-Ayuso; Magno T. M. Silva; Vítor H. Nascimento; Jerónimo Arenas-García (MLSP, 2012)

Semisupervised kernel orthonormalized partial least squares. - Emma Izquierdo-Verdiguier; Jerónimo Arenas-García; Sergio Muñoz-Romero; Luis Gómez-Chova; Gustavo Camps-Valls (MLSP, 2012)

Preface. - Ignacio Santamaría; Jerónimo Arenas-García; Gustavo Camps-Valls; Deniz Erdogmus; Fernando Pérez-Cruz (MLSP, 2012)

Combination of Recursive Least p -Norm Algorithms for Robust Adaptive Filtering in Alpha-Stable Noise. - Ángel Navia-Vázquez; Jerónimo Arenas-García (IEEE Trans. Signal Process., 2012)

Iterative orthonormalized partial least squares with sparsity constraints. - Sergio Muñoz-Romero; Jerónimo Arenas-García; Vanessa Gómez-Verdejo (ICASSP, 2013)

A low-cost implementation strategy for combinations of adaptive filters. - Vítor H. Nascimento; Magno T. M. Silva; Jerónimo Arenas-García (ICASSP, 2013)

Improved least-squares-based combiners for diffusion networks. - Jesus Fernandez-Bes; Luis Antonio Azpicueta-Ruiz; Magno T. M. Silva; Jerónimo Arenas-García (ISWCS, 2013)

Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods. - Jerónimo Arenas-García; Kaare Brandt Petersen; Gustavo Camps-Valls; Lars Kai Hansen (IEEE Signal Process. Mag., 2013)

Functional Link Adaptive Filters for Nonlinear Acoustic Echo Cancellation. - Danilo Comminiello; Michele Scarpiniti; Luis Antonio Azpicueta-Ruiz; Jerónimo Arenas-García; Aurelio Uncini (IEEE Trans. Speech Audio Process., 2013)

Enhanced Adaptive Volterra Filtering by Automatic Attenuation of Memory Regions and Its Application to Acoustic Echo Cancellation. - Luis Antonio Azpicueta-Ruiz; Marcus Zeller; Aníbal R. Figueiras-Vidal; Walter Kellermann; Jerónimo Arenas-García (IEEE Trans. Signal Process., 2013)

A Soft-Switching Blind Equalization Scheme via Convex Combination of Adaptive Filters. - Magno T. M. Silva; Jerónimo Arenas-García (IEEE Trans. Signal Process., 2013)

A comparative study of two popular families of sparsity-aware adaptive filters. - Bijit Kumar Das; Luis Antonio Azpicueta-Ruiz; Mrityunjoy Chakraborty; Jerónimo Arenas-García (CIP, 2014)

Adjustment of combination weights over adaptive diffusion networks. - Jesus Fernandez-Bes; Jerónimo Arenas-García; Ali H. Sayed (ICASSP, 2014)

Nonlinear Acoustic Echo Cancellation Based on Sparse Functional Link Representations. - Danilo Comminiello; Michele Scarpiniti; Luis Antonio Azpicueta-Ruiz; Jerónimo Arenas-García; Aurelio Uncini (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Censoring diffusion for harvesting WSNs. - Jesus Fernandez-Bes; Rocio Arroyo-Valles; Jerónimo Arenas-García; Jesús Cid-Sueiro (CAMSAP, 2015)

A nonlinear architecture involving a combination of proportionate functional link adaptive filters. - Danilo Comminiello; Michele Scarpiniti; Luis Antonio Azpicueta-Ruiz; Jerónimo Arenas-García; Aurelio Uncini (EUSIPCO, 2015)

On steady state tracking performance of adaptive networks. - Bijit Kumar Das; Luis Antonio Azpicueta-Ruiz; Mrityunjoy Chakraborty; Jerónimo Arenas-García (DSP, 2015)

Sparse distributed learning via heterogeneous diffusion adaptive networks. - Bijit Kumar Das; Mrityunjoy Chakraborty; Jerónimo Arenas-García (ISCAS, 2015)

Decoupled Adapt-then-Combine diffusion networks with adaptive combiners. - Jesus Fernandez-Bes; Jerónimo Arenas-García; Magno T. M. Silva; Luis Antonio Azpicueta-Ruiz (CoRR, 2015)

Distributed estimation in diffusion networks using affine least-squares combiners. - Jesus Fernandez-Bes; Luis Antonio Azpicueta-Ruiz; Jerónimo Arenas-García; Magno T. M. Silva (Digit. Signal Process., 2015)

Sparse and kernel OPLS feature extraction based on eigenvalue problem solving. - Sergio Muñoz-Romero; Jerónimo Arenas-García; Vanessa Gómez-Verdejo (Pattern Recognit., 2015)

A block-based combined scheme exploiting sparsity in nonlinear acoustic echo cancellation. - Danilo Comminiello; Michele Scarpiniti; Luis Antonio Azpicueta-Ruiz; Jerónimo Arenas-García; Aurelio Uncini (MLSP, 2016)

Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection. - Sergio Muñoz-Romero; Vanessa Gómez-Verdejo; Jerónimo Arenas-García (IEEE Comput. Intell. Mag., 2016)

Combinations of Adaptive Filters: Performance and convergence properties. - Jerónimo Arenas-García; Luis Antonio Azpicueta-Ruiz; Magno T. M. Silva; Vítor H. Nascimento; Ali H. Sayed (IEEE Signal Process. Mag., 2016)

Sparse Distributed Estimation via Heterogeneous Diffusion Adaptive Networks. - Bijit Kumar Das; Mrityunjoy Chakraborty; Jerónimo Arenas-García (IEEE Trans. Circuits Syst. II Express Briefs, 2016)

Full proportionate functional link adaptive filters for nonlinear acoustic echo cancellation. - Danilo Comminiello; Michele Scarpiniti; Luis Antonio Azpicueta-Ruiz; Jerónimo Arenas-García; Aurelio Uncini (EUSIPCO, 2017)

Combined nonlinear filtering architectures involving sparse functional link adaptive filters. - Danilo Comminiello; Michele Scarpiniti; Luis Antonio Azpicueta-Ruiz; Jerónimo Arenas-García; Aurelio Uncini (Signal Process., 2017)

Adaptive Diffusion Schemes for Heterogeneous Networks. - Jesus Fernandez-Bes; Jerónimo Arenas-García; Magno T. M. Silva; Luis Antonio Azpicueta-Ruiz (IEEE Trans. Signal Process., 2017)

Improving Multikernel Adaptive Filtering with Selective Bias. - Magno T. M. Silva; Renato Candido; Jerónimo Arenas-García; Luis Antonio Azpicueta-Ruiz (ICASSP, 2018)

Unveiling the semantic structure of text documents using paragraph-aware Topic Models. - Simón Roca-Sotelo; Jerónimo Arenas-García (CoRR, 2018)

Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction. - Sergio Muñoz-Romero; Jerónimo Arenas-García; Vanessa Gómez-Verdejo (IEEE Trans. Multim., 2018)

Corpus Viewer: NLP and ML-based Platform for Public Policy Making and Implementation. - David Pérez-Fernández; Jerónimo Arenas-García; Doaa Samy; Antonio Padilla-Soler; Vanessa Gómez-Verdejo (Proces. del Leng. Natural, 2019)

Landscaping Language Technologies using Topic Modeling and Graph Analysis: Overview of the Spanish Contribution. - Doaa Samy; David Pérez-Fernández; Jerónimo Arenas-García (Proces. del Leng. Natural, 2019)

Legal-ES: A Set of Large Scale Resources for Spanish Legal Text Processing. - Doaa Samy; Jerónimo Arenas-García; David Pérez-Fernández (LT4Gov@LREC, 2020)

Combinations of Adaptive Filters. - Jerónimo Arenas-García; Luis Antonio Azpicueta-Ruiz; Magno T. M. Silva; Vítor H. Nascimento; Ali H. Sayed (CoRR, 2021)

Federated Neural Topic Models. - Lorena Calvo-Bartolomé; Jerónimo Arenas-García (CoRR, 2022)

Validation of scientific topic models using graph analysis and corpus metadata. - Manuel A. Vázquez; Jorge Pereira-Delgado; Jesús Cid-Sueiro; Jerónimo Arenas-García (Scientometrics, 2022)

ITMT: Interactive Topic Model Trainer. - Lorena Calvo-Bartolomé; José Antonio Espinosa Melchor; Jerónimo Arenas-García (EACL (System Demonstrations), 2023)

CASE: Large Scale Topic Exploitation for Decision Support Systems. - Lorena Calvo-Bartolomé; Jerónimo Arenas-García; David Pérez Fernández (COLING (Demonstrations), 2025)

Topic models for decision-support systems, Part II: Expert-in-the-loop hierarchical topic models. - Lorena Calvo-Bartolomé; Jerónimo Arenas-García (Eng. Appl. Artif. Intell., 2025)

Topic models for decision-support systems. Part I: Training, representation and exploitation of topic models. - Lorena Calvo-Bartolomé; Diamadis Tziotzios; Saúl Blanco-Fortes; David Pérez-Fernández; Jerónimo Arenas-García (Eng. Appl. Artif. Intell., 2025)