Jerónimo Arenas-García

99 papers A* 1B 3C 4Misc 11Journal 46Unranked 33
YearRankTypeTitle / Venue / Authors
2025 — conf
CASE: Large Scale Topic Exploitation for Decision Support Systems.
COLING (Demonstrations)
Lorena Calvo-Bartolomé, Jerónimo Arenas-García, David Pérez Fernández
2025 A* conf
Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering.
EMNLP
Lorena Calvo-Bartolomé, Valérie Aldana, Karla Cantarero, Alonso Madroñal de Mesa, Jerónimo Arenas-García, Jordan Lee Boyd-Graber
2025 J jnl
Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering.
CoRR
Lorena Calvo-Bartolomé, Valérie Aldana, Karla Cantarero, Alonso Madroñal de Mesa, Jerónimo Arenas-García, Jordan L. Boyd-Graber
2025 J jnl
Topic models for decision-support systems, Part II: Expert-in-the-loop hierarchical topic models.
Eng. Appl. Artif. Intell.
Lorena Calvo-Bartolomé, Jerónimo Arenas-García
2025 J jnl
Topic models for decision-support systems. Part I: Training, representation and exploitation of topic models.
Eng. Appl. Artif. Intell.
Lorena Calvo-Bartolomé, Diamadis Tziotzios, Saúl Blanco-Fortes, David Pérez-Fernández, Jerónimo Arenas-García
2023 — conf
ITMT: Interactive Topic Model Trainer.
EACL (System Demonstrations)
Lorena Calvo-Bartolomé, José Antonio Espinosa Melchor, Jerónimo Arenas-García
2022 J jnl
Federated Neural Topic Models.
CoRR
Lorena Calvo-Bartolomé, Jerónimo Arenas-García
2022 J jnl
Validation of scientific topic models using graph analysis and corpus metadata.
Scientometrics
Manuel A. Vázquez, Jorge Pereira-Delgado, Jesús Cid-Sueiro, Jerónimo Arenas-García
2021 J jnl
Combinations of Adaptive Filters.
CoRR
Jerónimo Arenas-García, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Vítor H. Nascimento, Ali H. Sayed
2021 J jnl
Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction.
CoRR
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
2021 J jnl
Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection.
CoRR
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Jerónimo Arenas-García
2020 — conf
Legal-ES: A Set of Large Scale Resources for Spanish Legal Text Processing.
LT4Gov@LREC
Doaa Samy, Jerónimo Arenas-García, David Pérez-Fernández
2020 — ed.
Proceedings of the 1st Workshop on Language Technologies for Government and Public Administration, LT4Gov@LREC 2020, Marseille, France, May 2020
LT4Gov@LREC
Doaa Samy, David Pérez-Fernández, Jerónimo Arenas-García
2019 J jnl
Corpus Viewer: NLP and ML-based Platform for Public Policy Making and Implementation.
Proces. del Leng. Natural
David Pérez-Fernández, Jerónimo Arenas-García, Doaa Samy, Antonio Padilla-Soler, Vanessa Gómez-Verdejo
2019 J jnl
Landscaping Language Technologies using Topic Modeling and Graph Analysis: Overview of the Spanish Contribution.
Proces. del Leng. Natural
Doaa Samy, David Pérez-Fernández, Jerónimo Arenas-García
2018 Misc conf
Improving Multikernel Adaptive Filtering with Selective Bias.
ICASSP
Magno T. M. Silva, Renato Candido, Jerónimo Arenas-García, Luis Antonio Azpicueta-Ruiz
2018 J jnl
Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction.
IEEE Trans. Multim.
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
2018 J jnl
Unveiling the semantic structure of text documents using paragraph-aware Topic Models.
CoRR
Simón Roca-Sotelo, Jerónimo Arenas-García
2017 J jnl
Adaptive Diffusion Schemes for Heterogeneous Networks.
IEEE Trans. Signal Process.
Jesus Fernandez-Bes, Jerónimo Arenas-García, Magno T. M. Silva, Luis Antonio Azpicueta-Ruiz
2017 J jnl
Combined nonlinear filtering architectures involving sparse functional link adaptive filters.
Signal Process.
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
2017 — conf
Full proportionate functional link adaptive filters for nonlinear acoustic echo cancellation.
EUSIPCO
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
2016 — conf
A block-based combined scheme exploiting sparsity in nonlinear acoustic echo cancellation.
MLSP
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
2016 J jnl
Combinations of Adaptive Filters: Performance and convergence properties.
IEEE Signal Process. Mag.
Jerónimo Arenas-García, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Vítor H. Nascimento, Ali H. Sayed
2016 J jnl
Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection.
IEEE Comput. Intell. Mag.
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Jerónimo Arenas-García
2016 J jnl
Sparse Distributed Estimation via Heterogeneous Diffusion Adaptive Networks.
IEEE Trans. Circuits Syst. II Express Briefs
Bijit Kumar Das, Mrityunjoy Chakraborty, Jerónimo Arenas-García
2015 — conf
A nonlinear architecture involving a combination of proportionate functional link adaptive filters.
EUSIPCO
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
2015 J jnl
Censoring Diffusion for Harvesting WSNs.
CoRR
Jesus Fernandez-Bes, Rocio Arroyo-Valles, Jerónimo Arenas-García, Jesús Cid-Sueiro
2015 — conf
Censoring diffusion for harvesting WSNs.
CAMSAP
Jesus Fernandez-Bes, Rocio Arroyo-Valles, Jerónimo Arenas-García, Jesús Cid-Sueiro
2015 J jnl
Decoupled Adapt-then-Combine diffusion networks with adaptive combiners.
CoRR
Jesus Fernandez-Bes, Jerónimo Arenas-García, Magno T. M. Silva, Luis Antonio Azpicueta-Ruiz
2015 J jnl
Distributed estimation in diffusion networks using affine least-squares combiners.
Digit. Signal Process.
Jesus Fernandez-Bes, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Magno T. M. Silva
2015 — conf
On steady state tracking performance of adaptive networks.
DSP
Bijit Kumar Das, Luis Antonio Azpicueta-Ruiz, Mrityunjoy Chakraborty, Jerónimo Arenas-García
2015 J jnl
Sparse and kernel OPLS feature extraction based on eigenvalue problem solving.
Pattern Recognit.
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
2015 C conf
Sparse distributed learning via heterogeneous diffusion adaptive networks.
ISCAS
Bijit Kumar Das, Mrityunjoy Chakraborty, Jerónimo Arenas-García
2014 — conf
A comparative study of two popular families of sparsity-aware adaptive filters.
CIP
Bijit Kumar Das, Luis Antonio Azpicueta-Ruiz, Mrityunjoy Chakraborty, Jerónimo Arenas-García
2014 Misc conf
Adjustment of combination weights over adaptive diffusion networks.
ICASSP
Jesus Fernandez-Bes, Jerónimo Arenas-García, Ali H. Sayed
2014 J jnl
Nonlinear Acoustic Echo Cancellation Based on Sparse Functional Link Representations.
IEEE ACM Trans. Audio Speech Lang. Process.
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
2014 J jnl
Sparse Distributed Learning via Heterogeneous Diffusion Adaptive Networks.
CoRR
Bijit Kumar Das, Mrityunjoy Chakraborty, Jerónimo Arenas-García
2013 J jnl
A Soft-Switching Blind Equalization Scheme via Convex Combination of Adaptive Filters.
IEEE Trans. Signal Process.
Magno T. M. Silva, Jerónimo Arenas-García
2013 Misc conf
A low-cost implementation strategy for combinations of adaptive filters.
ICASSP
Vítor H. Nascimento, Magno T. M. Silva, Jerónimo Arenas-García
2013 J jnl
Enhanced Adaptive Volterra Filtering by Automatic Attenuation of Memory Regions and Its Application to Acoustic Echo Cancellation.
IEEE Trans. Signal Process.
Luis Antonio Azpicueta-Ruiz, Marcus Zeller, Aníbal R. Figueiras-Vidal, Walter Kellermann, Jerónimo Arenas-García
2013 J jnl
Functional Link Adaptive Filters for Nonlinear Acoustic Echo Cancellation.
IEEE Trans. Speech Audio Process.
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
2013 — conf
Improved least-squares-based combiners for diffusion networks.
ISWCS
Jesus Fernandez-Bes, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Jerónimo Arenas-García
2013 Misc conf
Iterative orthonormalized partial least squares with sparsity constraints.
ICASSP
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
2013 J jnl
Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods.
CoRR
Jerónimo Arenas-García, Kaare Brandt Petersen, Gustavo Camps-Valls, Lars Kai Hansen
2013 J jnl
Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods.
IEEE Signal Process. Mag.
Jerónimo Arenas-García, Kaare Brandt Petersen, Gustavo Camps-Valls, Lars Kai Hansen
2012 — conf
A novel scheme for diffusion networks with least-squares adaptive combiners.
MLSP
Jesus Fernandez-Bes, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Jerónimo Arenas-García
2012 J jnl
Combination of Recursive Least p -Norm Algorithms for Robust Adaptive Filtering in Alpha-Stable Noise.
IEEE Trans. Signal Process.
Ángel Navia-Vázquez, Jerónimo Arenas-García
2012 — conf
Improving sparse echo cancellation via convex combination of two NLMS filters with different lengths.
MLSP
Álvaro Gonzalo-Ayuso, Magno T. M. Silva, Vítor H. Nascimento, Jerónimo Arenas-García
2012 — conf
Music Genre Classification based on Dynamical Models.
ICPRAM (2)
Alberto García-Durán, Jerónimo Arenas-García, Dario García-García, Emilio Parrado-Hernández
2012 — conf
Preface.
MLSP
Ignacio Santamaría, Jerónimo Arenas-García, Gustavo Camps-Valls, Deniz Erdogmus, Fernando Pérez-Cruz
2012 — conf
Semisupervised kernel orthonormalized partial least squares.
MLSP
Emma Izquierdo-Verdiguier, Jerónimo Arenas-García, Sergio Muñoz-Romero, Luis Gómez-Chova, Gustavo Camps-Valls
2011 — conf
A block-based approach to adaptively bias the weights of adaptive filters.
MLSP
Luis Antonio Azpicueta-Ruiz, Miguel Lázaro-Gredilla, Aníbal R. Figueiras-Vidal, Jerónimo Arenas-García
2011 J jnl
Adaptive Combination of Volterra Kernels and Its Application to Nonlinear Acoustic Echo Cancellation.
IEEE Trans. Speech Audio Process.
Luis Antonio Azpicueta-Ruiz, Marcus Zeller, Aníbal R. Figueiras-Vidal, Jerónimo Arenas-García, Walter Kellermann
2011 J jnl
Adaptive One-Class Support Vector Machine.
IEEE Trans. Signal Process.
Vanessa Gómez-Verdejo, Jerónimo Arenas-García, Miguel Lázaro-Gredilla, Ángel Navia-Vázquez
2011 J jnl
Adaptive Volterra Filters With Evolutionary Quadratic Kernels Using a Combination Scheme for Memory Control.
IEEE Trans. Signal Process.
Marcus Zeller, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Walter Kellermann
2011 — conf
Combinations of proportionate adaptive filters in acoustics: An application to active noise control.
EUSIPCO
Jerónimo Arenas-García, Maria de Diego, Luis Antonio Azpicueta-Ruiz, Miguel Ferrer, Alberto González
2011 J jnl
Support Vector Machines With Constraints for Sparsity in the Primal Parameters.
IEEE Trans. Neural Networks
Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Jerónimo Arenas-García, Miguel Lázaro-Gredilla, Harold Y. Molina-Bulla
2011 Misc conf
Tracking performance of adaptively biased adaptive filters.
ICASSP
Jerónimo Arenas-García, Miguel Lázaro-Gredilla
2010 Misc conf
A transient analysis for the convex combination of two adaptive filters with transfer of coefficients.
ICASSP
Magno T. M. Silva, Vítor H. Nascimento, Jerónimo Arenas-García
2010 J jnl
Adaptively biasing the weights of adaptive filters.
IEEE Trans. Signal Process.
Miguel Lázaro-Gredilla, Luis Antonio Azpicueta-Ruiz, Aníbal R. Figueiras-Vidal, Jerónimo Arenas-García
2010 — conf
Combination of recursive supervised and semisupervised filters for improved unbiased estimation.
ISWCS
Jerónimo Arenas-García, Carlos Moriana-Varo, Jan Larsen
2010 J jnl
Committees of Adaboost ensembles with modified emphasis functions.
Neurocomputing
Vanessa Gómez-Verdejo, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
2010 Misc conf
Efficient adaptive DFT-domain Volterra filters using an automatically controlled number of quadratic kernel diagonals.
ICASSP
Marcus Zeller, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Walter Kellermann
2010 C conf
Least-squares adaptation of affine combinations of multiple adaptive filters.
ISCAS
Luis Antonio Azpicueta-Ruiz, Marcus Zeller, Aníbal R. Figueiras-Vidal, Jerónimo Arenas-García
2010 Misc conf
On the tracking performance of combinations of least mean squares and recursive least squares adaptive filters.
ICASSP
Vítor H. Nascimento, Magno T. M. Silva, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García
2010 — conf
UC3M AT TRECVID 2010 Semantic Indexing Task.
TRECVID
Iván González-Díaz, Vanessa Gómez-Verdejo, Fernando Díaz-de-María, Jerónimo Arenas-García
2009 J jnl
Adaptive Combination of Proportionate Filters for Sparse Echo Cancellation.
IEEE Trans. Speech Audio Process.
Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
2009 Misc conf
Novel schemes for nonlinear acoustic echo cancellation based on filter combinations.
ICASSP
Luis Antonio Azpicueta-Ruiz, Marcus Zeller, Jerónimo Arenas-García, Walter Kellermann
2009 — conf
Real Adaboost Ensembles with Emphasized Subsampling.
IWANN (1)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
2009 — conf
UC3M AT TRECVID 2009.
TRECVID
Iván González-Díaz, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García
2008 J jnl
A Dynamically Adjusted Mixed Emphasis Method for Building Boosting Ensembles.
IEEE Trans. Neural Networks
Vanessa Gómez-Verdejo, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
2008 Misc conf
A normalized adaptation scheme for the convex combination of two adaptive filters.
ICASSP
Luis Antonio Azpicueta-Ruiz, Aníbal R. Figueiras-Vidal, Jerónimo Arenas-García
2008 J jnl
Efficient Kernel Orthonormalized PLS for Remote Sensing Applications.
IEEE Trans. Geosci. Remote. Sens.
Jerónimo Arenas-García, Gustavo Camps-Valls
2008 — conf
UC3M High Level Feature Extraction at TRECVID 2008.
TRECVID
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
2007 J jnl
Fast evaluation of neural networks via confidence rating.
Neurocomputing
Jerónimo Arenas-García, Vanessa Gómez-Verdejo, Aníbal R. Figueiras-Vidal
2007 C conf
Feature extraction from remote sensing data using Kernel Orthonormalized PLS.
IGARSS
Jerónimo Arenas-García, Gustavo Camps-Valls
2007 — conf
Learning and clean-up in a large scale music database.
EUSIPCO
Lars Kai Hansen, Tue Lehn-Schiøler, Kaare Brandt Petersen, Jerónimo Arenas-García, Jan Larsen, Søren Holdt Jensen
2007 — conf
On the Relevance of Spectral Features for Instrument Classification.
ICASSP (2)
Andreas Brinch Nielsen, Sigurdur Sigurdsson, Lars Kai Hansen, Jerónimo Arenas-García
2006 — conf
A Genre Classification Plug-in for Data Collection.
ISMIR
Tue Lehn-Schiøler, Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen
2006 J jnl
Boosting by weighting critical and erroneous samples.
Neurocomputing
Vanessa Gómez-Verdejo, Manuel Ortega-Moral, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
2006 — conf
Improved Blind Equalization via Adaptive Combination of Constant Modulus Algorithms.
ICASSP (3)
Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
2006 J jnl
Mean-square performance of a convex combination of two adaptive filters.
IEEE Trans. Signal Process.
Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Ali H. Sayed
2006 — conf
Optimal filtering of dynamics in short-time features for music organization.
ISMIR
Jerónimo Arenas-García, Jan Larsen, Lars Kai Hansen, Anders Meng
2006 J jnl
Plant identification via adaptive combination of transversal filters.
Signal Process.
Jerónimo Arenas-García, Manel Martínez-Ramón, Ángel Navia-Vázquez, Aníbal R. Figueiras-Vidal
2006 — conf
Sparse Kernel Orthonormalized PLS for feature extraction in large data sets.
NIPS
Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen
2005 B conf
An On-line Fisher Discriminant.
ESANN
Manuel Ortega-Moral, Vanessa Gómez-Verdejo, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
2005 B conf
Boosting by weighting boundary and erroneous samples.
ESANN
Vanessa Gómez-Verdejo, Manuel Ortega-Moral, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal
2005 B conf
Designing RBF classifiers for weighted boosting.
IJCNN
Vanessa Gómez-Verdejo, Jerónimo Arenas-García, Manuel Ortega-Moral, Aníbal R. Figueiras-Vidal
2005 Misc conf
Fast Classification with Neural Networks via Confidence Rating.
IWANN
Jerónimo Arenas-García, Vanessa Gómez-Verdejo, Sergio Muñoz-Romero, Manuel Ortega-Moral, Aníbal R. Figueiras-Vidal
2005 J jnl
New algorithms for improved adaptive convex combination of LMS transversal filters.
IEEE Trans. Instrum. Meas.
Jerónimo Arenas-García, Vanessa Gómez-Verdejo, Aníbal R. Figueiras-Vidal
2005 — conf
Steady state performance of convex combinations of adaptive filters.
ICASSP (4)
Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Ali H. Sayed
2004 J jnl
SVM multiregression for nonlinear channel estimation in multiple-input multiple-output systems.
IEEE Trans. Signal Process.
Matilde Sánchez Fernández, Mario de Prado-Cumplido, Jerónimo Arenas-García, Fernando Pérez-Cruz
2003 J jnl
Growing support vector classifiers with controlled complexity.
Pattern Recognit.
Emilio Parrado-Hernández, I. Mora-Jiménez, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Ángel Navia-Vázquez
2003 — conf
Multi-class support vector machines: a new approach.
ICASSP (2)
Jerónimo Arenas-García, Fernando Pérez-Cruz
2003 J jnl
On problem-oriented kernel refining.
Neurocomputing
Emilio Parrado-Hernández, Jerónimo Arenas-García, I. Mora-Jiménez, Ángel Navia-Vázquez
2003 — conf
Separate-variable adaptive combination of LMS adaptive filters for plant identification.
NNSP
Jerónimo Arenas-García, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Aníbal R. Figueiras-Vidal
2003 — conf
The Beneficial Effects of Using Multi-net Systems That Focus on Hard Patterns.
Multiple Classifier Systems
Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Amanda J. C. Sharkey
2002 C conf
A Trainable Classifier via k Nearest Neighbors.
HIS
I. Mora-Jiménez, Abdelouahid Lyhyaoui, Jerónimo Arenas-García, Ángel Navia-Vázquez, Aníbal R. Figueiras-Vidal
2002 — conf
An adaptive combination of adaptive filters for plant identification.
DSP
Manel Martínez-Ramón, Jerónimo Arenas-García, Ángel Navia-Vázquez, Aníbal R. Figueiras-Vidal