Jerónimo Arenas-García

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 19

Top Topics

Subspace Learning

Adaptive Filter

Top Venues

IEEE Trans. Signal Process.

Proces. del Leng. Natural

Publications

Lorena Calvo-Bartolomé, José Antonio Espinosa Melchor, Jerónimo Arenas-García
ITMT: Interactive Topic Model Trainer. EACL (System Demonstrations) (2023)
Manuel A. Vázquez, Jorge Pereira-Delgado, Jesús Cid-Sueiro, Jerónimo Arenas-García
Validation of scientific topic models using graph analysis and corpus metadata. Scientometrics 127 (9) (2022)
Lorena Calvo-Bartolomé, Jerónimo Arenas-García
Federated Neural Topic Models. CoRR (2022)
Jerónimo Arenas-García, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Vítor H. Nascimento, Ali H. Sayed
Combinations of Adaptive Filters. CoRR (2021)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction. CoRR (2021)
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Jerónimo Arenas-García
Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection. CoRR (2021)
Doaa Samy, Jerónimo Arenas-García, David Pérez-Fernández
Legal-ES: A Set of Large Scale Resources for Spanish Legal Text Processing. LT4Gov@LREC (2020)
David Pérez-Fernández, Jerónimo Arenas-García, Doaa Samy, Antonio Padilla-Soler, Vanessa Gómez-Verdejo
Corpus Viewer: NLP and ML-based Platform for Public Policy Making and Implementation. Proces. del Leng. Natural 63 (2019)
Doaa Samy, David Pérez-Fernández, Jerónimo Arenas-García
Landscaping Language Technologies using Topic Modeling and Graph Analysis: Overview of the Spanish Contribution. Proces. del Leng. Natural 63 (2019)
Magno T. M. Silva, Renato Candido, Jerónimo Arenas-García, Luis Antonio Azpicueta-Ruiz
Improving Multikernel Adaptive Filtering with Selective Bias. ICASSP (2018)
Simón Roca-Sotelo, Jerónimo Arenas-García
Unveiling the semantic structure of text documents using paragraph-aware Topic Models. CoRR (2018)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction. IEEE Trans. Multim. 20 (7) (2018)
Jesus Fernandez-Bes, Jerónimo Arenas-García, Magno T. M. Silva, Luis Antonio Azpicueta-Ruiz
Adaptive Diffusion Schemes for Heterogeneous Networks. IEEE Trans. Signal Process. 65 (21) (2017)
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
Full proportionate functional link adaptive filters for nonlinear acoustic echo cancellation. EUSIPCO (2017)
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
Combined nonlinear filtering architectures involving sparse functional link adaptive filters. Signal Process. 135 (2017)
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Jerónimo Arenas-García
Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection. IEEE Comput. Intell. Mag. 11 (4) (2016)
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
A block-based combined scheme exploiting sparsity in nonlinear acoustic echo cancellation. MLSP (2016)
Bijit Kumar Das, Mrityunjoy Chakraborty, Jerónimo Arenas-García
Sparse Distributed Estimation via Heterogeneous Diffusion Adaptive Networks. IEEE Trans. Circuits Syst. II Express Briefs (11) (2016)
Jerónimo Arenas-García, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Vítor H. Nascimento, Ali H. Sayed
Combinations of Adaptive Filters: Performance and convergence properties. IEEE Signal Process. Mag. 33 (1) (2016)
Bijit Kumar Das, Mrityunjoy Chakraborty, Jerónimo Arenas-García
Sparse distributed learning via heterogeneous diffusion adaptive networks. ISCAS (2015)
Jesus Fernandez-Bes, Rocio Arroyo-Valles, Jerónimo Arenas-García, Jesús Cid-Sueiro
Censoring diffusion for harvesting WSNs. CAMSAP (2015)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
Sparse and kernel OPLS feature extraction based on eigenvalue problem solving. Pattern Recognit. 48 (5) (2015)
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
A nonlinear architecture involving a combination of proportionate functional link adaptive filters. EUSIPCO (2015)
Jesus Fernandez-Bes, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Magno T. M. Silva
Distributed estimation in diffusion networks using affine least-squares combiners. Digit. Signal Process. 36 (2015)
Jesus Fernandez-Bes, Jerónimo Arenas-García, Magno T. M. Silva, Luis Antonio Azpicueta-Ruiz
Decoupled Adapt-then-Combine diffusion networks with adaptive combiners. CoRR (2015)
Jesus Fernandez-Bes, Rocio Arroyo-Valles, Jerónimo Arenas-García, Jesús Cid-Sueiro
Censoring Diffusion for Harvesting WSNs. CoRR (2015)
Bijit Kumar Das, Luis Antonio Azpicueta-Ruiz, Mrityunjoy Chakraborty, Jerónimo Arenas-García
On steady state tracking performance of adaptive networks. DSP (2015)
Bijit Kumar Das, Mrityunjoy Chakraborty, Jerónimo Arenas-García
Sparse Distributed Learning via Heterogeneous Diffusion Adaptive Networks. CoRR (2014)
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
Nonlinear Acoustic Echo Cancellation Based on Sparse Functional Link Representations. IEEE ACM Trans. Audio Speech Lang. Process. 22 (7) (2014)
Jesus Fernandez-Bes, Jerónimo Arenas-García, Ali H. Sayed
Adjustment of combination weights over adaptive diffusion networks. ICASSP (2014)
Bijit Kumar Das, Luis Antonio Azpicueta-Ruiz, Mrityunjoy Chakraborty, Jerónimo Arenas-García
A comparative study of two popular families of sparsity-aware adaptive filters. CIP (2014)
Luis Antonio Azpicueta-Ruiz, Marcus Zeller, Aníbal R. Figueiras-Vidal, Walter Kellermann, Jerónimo Arenas-García
Enhanced Adaptive Volterra Filtering by Automatic Attenuation of Memory Regions and Its Application to Acoustic Echo Cancellation. IEEE Trans. Signal Process. 61 (11) (2013)
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
Functional Link Adaptive Filters for Nonlinear Acoustic Echo Cancellation. IEEE Trans. Speech Audio Process. 21 (7) (2013)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
Iterative orthonormalized partial least squares with sparsity constraints. ICASSP (2013)
Jesus Fernandez-Bes, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Jerónimo Arenas-García
Improved least-squares-based combiners for diffusion networks. ISWCS (2013)
Jerónimo Arenas-García, Kaare Brandt Petersen, Gustavo Camps-Valls, Lars Kai Hansen
Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods. CoRR (2013)
Jerónimo Arenas-García, Kaare Brandt Petersen, Gustavo Camps-Valls, Lars Kai Hansen
Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods. IEEE Signal Process. Mag. 30 (4) (2013)
Magno T. M. Silva, Jerónimo Arenas-García
A Soft-Switching Blind Equalization Scheme via Convex Combination of Adaptive Filters. IEEE Trans. Signal Process. 61 (5) (2013)
Vítor H. Nascimento, Magno T. M. Silva, Jerónimo Arenas-García
A low-cost implementation strategy for combinations of adaptive filters. ICASSP (2013)
Emma Izquierdo-Verdiguier, Jerónimo Arenas-García, Sergio Muñoz-Romero, Luis Gómez-Chova, Gustavo Camps-Valls
Semisupervised kernel orthonormalized partial least squares. MLSP (2012)
Álvaro Gonzalo-Ayuso, Magno T. M. Silva, Vítor H. Nascimento, Jerónimo Arenas-García
Improving sparse echo cancellation via convex combination of two NLMS filters with different lengths. MLSP (2012)
Ignacio Santamaría, Jerónimo Arenas-García, Gustavo Camps-Valls, Deniz Erdogmus, Fernando Pérez-Cruz
Preface. MLSP (2012)
Ángel Navia-Vázquez, Jerónimo Arenas-García
Combination of Recursive Least p -Norm Algorithms for Robust Adaptive Filtering in Alpha-Stable Noise. IEEE Trans. Signal Process. 60 (3) (2012)
Alberto García-Durán, Jerónimo Arenas-García, Dario García-García, Emilio Parrado-Hernández
Music Genre Classification based on Dynamical Models. ICPRAM (2) (2012)
Jesus Fernandez-Bes, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Jerónimo Arenas-García
A novel scheme for diffusion networks with least-squares adaptive combiners. MLSP (2012)
Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Jerónimo Arenas-García, Miguel Lázaro-Gredilla, Harold Y. Molina-Bulla
Support Vector Machines With Constraints for Sparsity in the Primal Parameters. IEEE Trans. Neural Networks 22 (8) (2011)
Marcus Zeller, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Walter Kellermann
Adaptive Volterra Filters With Evolutionary Quadratic Kernels Using a Combination Scheme for Memory Control. IEEE Trans. Signal Process. 59 (4) (2011)
Jerónimo Arenas-García, Miguel Lázaro-Gredilla
Tracking performance of adaptively biased adaptive filters. ICASSP (2011)
Luis Antonio Azpicueta-Ruiz, Miguel Lázaro-Gredilla, Aníbal R. Figueiras-Vidal, Jerónimo Arenas-García
A block-based approach to adaptively bias the weights of adaptive filters. MLSP (2011)
Vanessa Gómez-Verdejo, Jerónimo Arenas-García, Miguel Lázaro-Gredilla, Ángel Navia-Vázquez
Adaptive One-Class Support Vector Machine. IEEE Trans. Signal Process. 59 (6) (2011)
Luis Antonio Azpicueta-Ruiz, Marcus Zeller, Aníbal R. Figueiras-Vidal, Jerónimo Arenas-García, Walter Kellermann
Adaptive Combination of Volterra Kernels and Its Application to Nonlinear Acoustic Echo Cancellation. IEEE Trans. Speech Audio Process. 19 (1) (2011)
Jerónimo Arenas-García, Maria de Diego, Luis Antonio Azpicueta-Ruiz, Miguel Ferrer, Alberto González
Combinations of proportionate adaptive filters in acoustics: An application to active noise control. EUSIPCO (2011)
Miguel Lázaro-Gredilla, Luis Antonio Azpicueta-Ruiz, Aníbal R. Figueiras-Vidal, Jerónimo Arenas-García
Adaptively biasing the weights of adaptive filters. IEEE Trans. Signal Process. 58 (7) (2010)
Vanessa Gómez-Verdejo, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
Committees of Adaboost ensembles with modified emphasis functions. Neurocomputing 73 (7-9) (2010)
Magno T. M. Silva, Vítor H. Nascimento, Jerónimo Arenas-García
A transient analysis for the convex combination of two adaptive filters with transfer of coefficients. ICASSP (2010)
Vítor H. Nascimento, Magno T. M. Silva, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García
On the tracking performance of combinations of least mean squares and recursive least squares adaptive filters. ICASSP (2010)
Iván González-Díaz, Vanessa Gómez-Verdejo, Fernando Díaz-de-María, Jerónimo Arenas-García
UC3M AT TRECVID 2010 Semantic Indexing Task. TRECVID (2010)
Luis Antonio Azpicueta-Ruiz, Marcus Zeller, Aníbal R. Figueiras-Vidal, Jerónimo Arenas-García
Least-squares adaptation of affine combinations of multiple adaptive filters. ISCAS (2010)
Jerónimo Arenas-García, Carlos Moriana-Varo, Jan Larsen
Combination of recursive supervised and semisupervised filters for improved unbiased estimation. ISWCS (2010)
Marcus Zeller, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Walter Kellermann
Efficient adaptive DFT-domain Volterra filters using an automatically controlled number of quadratic kernel diagonals. ICASSP (2010)
Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
Adaptive Combination of Proportionate Filters for Sparse Echo Cancellation. IEEE Trans. Speech Audio Process. 17 (6) (2009)
Luis Antonio Azpicueta-Ruiz, Marcus Zeller, Jerónimo Arenas-García, Walter Kellermann
Novel schemes for nonlinear acoustic echo cancellation based on filter combinations. ICASSP (2009)
Iván González-Díaz, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García
UC3M AT TRECVID 2009. TRECVID (2009)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
Real Adaboost Ensembles with Emphasized Subsampling. IWANN (1) (2009)
Jerónimo Arenas-García, Gustavo Camps-Valls
Efficient Kernel Orthonormalized PLS for Remote Sensing Applications. IEEE Trans. Geosci. Remote. Sens. 46 (10) (2008)
Vanessa Gómez-Verdejo, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
A Dynamically Adjusted Mixed Emphasis Method for Building Boosting Ensembles. IEEE Trans. Neural Networks 19 (1) (2008)
Iván González-Díaz, Dario García-García, Rubén Solera-Ureña, Jaisiel Madrid-Sánchez, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García
UC3M High Level Feature Extraction at TRECVID 2008. TRECVID (2008)
Luis Antonio Azpicueta-Ruiz, Aníbal R. Figueiras-Vidal, Jerónimo Arenas-García
A normalized adaptation scheme for the convex combination of two adaptive filters. ICASSP (2008)
Lars Kai Hansen, Tue Lehn-Schiøler, Kaare Brandt Petersen, Jerónimo Arenas-García, Jan Larsen, Søren Holdt Jensen
Learning and clean-up in a large scale music database. EUSIPCO (2007)
Jerónimo Arenas-García, Vanessa Gómez-Verdejo, Aníbal R. Figueiras-Vidal
Fast evaluation of neural networks via confidence rating. Neurocomputing 70 (16-18) (2007)
Jerónimo Arenas-García, Gustavo Camps-Valls
Feature extraction from remote sensing data using Kernel Orthonormalized PLS. IGARSS (2007)
Andreas Brinch Nielsen, Sigurdur Sigurdsson, Lars Kai Hansen, Jerónimo Arenas-García
On the Relevance of Spectral Features for Instrument Classification. ICASSP (2) (2007)
Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
Improved Blind Equalization via Adaptive Combination of Constant Modulus Algorithms. ICASSP (3) (2006)
Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Ali H. Sayed
Mean-square performance of a convex combination of two adaptive filters. IEEE Trans. Signal Process. 54 (3) (2006)
Tue Lehn-Schiøler, Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen
A Genre Classification Plug-in for Data Collection. ISMIR (2006)
Vanessa Gómez-Verdejo, Manuel Ortega-Moral, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
Boosting by weighting critical and erroneous samples. Neurocomputing 69 (7-9) (2006)
Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen
Sparse Kernel Orthonormalized PLS for feature extraction in large data sets. NIPS (2006)
Jerónimo Arenas-García, Jan Larsen, Lars Kai Hansen, Anders Meng
Optimal filtering of dynamics in short-time features for music organization. ISMIR (2006)
Jerónimo Arenas-García, Manel Martínez-Ramón, Ángel Navia-Vázquez, Aníbal R. Figueiras-Vidal
Plant identification via adaptive combination of transversal filters. Signal Process. 86 (9) (2006)
Vanessa Gómez-Verdejo, Manuel Ortega-Moral, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
Boosting by weighting boundary and erroneous samples. ESANN (2005)
Manuel Ortega-Moral, Vanessa Gómez-Verdejo, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
An On-line Fisher Discriminant. ESANN (2005)
Jerónimo Arenas-García, Vanessa Gómez-Verdejo, Aníbal R. Figueiras-Vidal
New algorithms for improved adaptive convex combination of LMS transversal filters. IEEE Trans. Instrum. Meas. 54 (6) (2005)
Jerónimo Arenas-García, Vanessa Gómez-Verdejo, Sergio Muñoz-Romero, Manuel Ortega-Moral, Aníbal R. Figueiras-Vidal
Fast Classification with Neural Networks via Confidence Rating. IWANN (2005)
Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Ali H. Sayed
Steady state performance of convex combinations of adaptive filters. ICASSP (4) (2005)
Matilde Sánchez Fernández, Mario de Prado-Cumplido, Jerónimo Arenas-García, Fernando Pérez-Cruz
SVM multiregression for nonlinear channel estimation in multiple-input multiple-output systems. IEEE Trans. Signal Process. 52 (8) (2004)
Emilio Parrado-Hernández, I. Mora-Jiménez, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Ángel Navia-Vázquez
Growing support vector classifiers with controlled complexity. Pattern Recognit. 36 (7) (2003)
Emilio Parrado-Hernández, Jerónimo Arenas-García, I. Mora-Jiménez, Ángel Navia-Vázquez
On problem-oriented kernel refining. Neurocomputing 55 (1-2) (2003)
Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Amanda J. C. Sharkey
The Beneficial Effects of Using Multi-net Systems That Focus on Hard Patterns. Multiple Classifier Systems (2003)
Jerónimo Arenas-García, Fernando Pérez-Cruz
Multi-class support vector machines: a new approach. ICASSP (2) (2003)
Jerónimo Arenas-García, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Aníbal R. Figueiras-Vidal
Separate-variable adaptive combination of LMS adaptive filters for plant identification. NNSP (2003)
I. Mora-Jiménez, Abdelouahid Lyhyaoui, Jerónimo Arenas-García, Ángel Navia-Vázquez, Aníbal R. Figueiras-Vidal
A Trainable Classifier via k Nearest Neighbors. HIS (2002)
Manel Martínez-Ramón, Jerónimo Arenas-García, Ángel Navia-Vázquez, Aníbal R. Figueiras-Vidal
An adaptive combination of adaptive filters for plant identification. DSP (2002)