PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Jerónimo Arenas-Garcia

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Number of EPrints submitted by this user: 34

Efficient Kernel Orthonormalized PLS for Remote Sensing Applications
Jerónimo Arenas-Garcia and Gustavo Camps-Valls
IEEE Transactions on Geoscience and Remote Sensing Volume 46, pp. 2872-2881, 2008.

A Dynamically Adjusted Mixed Emphasis Method for Building Boosting Ensembles
Vanessa Gómez-Verdejo, Jerónimo Arenas-Garcia and Aníbal R. Figueiras-Vidal
IEEE Transactions on Neural Networks Volume 19, pp. 3-17, 2008.

Kernel Multivariate Analysis in Remote Sensing Feature Extraction
Jerónimo Arenas-Garcia and Kaare B. Petersen
In: Kernel Methods for Remote Sensing Data Analysis (2009) Wiley-Blackwell , pp. 323-344. ISBN 0470722118

Adaptive combination of IPNLMS filters for robust sparse echo cancellation
Jerónimo Arenas-Garcia and Aníbal R. Figueiras-Vidal
In: IEEE Machine Learning for Signal Processing (MLSP'08), Cancun(2008).

A new least squares adaptation scheme for the affine combination of two adaptive filters
Luis A. Azpicueta-Ruiz, Aníbal R. Figueiras-Vidal and Jerónimo Arenas-Garcia
In: IEEE Machine Learning for Signal Processing (MLSP'08), Cancun(2008).

A normalized adaptation scheme for the convex combination of two adaptive filters
Luis A. Azpicueta-Ruiz, Aníbal R. Figueiras-Vidal and Jerónimo Arenas-Garcia
In: IEEE Intl. Conference on Acoustics, Speech and Signal Processing (ICASSP'08), Las Vegas(2008).

Sparse kernel orthonormalized PLS for feature extraction in large data sets
Jerónimo Arenas-Garcia, Kaare B. Petersen and Lars K. Hansen
In: Neural Information Processing Systems (NIPS'06), Vancouver(2007).

Unveiling Music Structure via PLSA Similarity Fusion
Jerónimo Arenas-Garcia, Anders Meng, Kaare B. Petersen, Tue Lehn-Schioler, Lars K. Hansen and Jan Larsen
In: IEEE Machine Learning for Signal Processing (MLSP'07), Thessaloniki, Greece(2007).

Adaptive Combination of Proportionate Filters for Sparse Echo Cancellation
Jerónimo Arenas-Garcia and Aníbal Figueiras-Vidal
IEEE Trans. Audio, Speech and Language Processing Volume 17, 2009.

Committees of Adaboost Ensembles with modified emphasis functions
Vanessa Gómez-Verdejo, Jerónimo Arenas-Garcia and Aníbal R. Figueiras-Vidal
Neurocomputing 2009.

Adaptive Combination of Volterra Kernels and its Application to Nonlinear Acoustic Echo Cancellation
Luis Azpicueta-Ruiz, Marcus Zeller, Aníbal R. Figueiras-Vidal, Jerónimo Arenas-Garcia and Walter Kellermann
IEEE Trans. Audio, Speech and Language Processing Volume 19, pp. 97-110, 2011.

Real Adaboost Ensembles with Emphasized Subsampling
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo and Jerónimo Arenas-Garcia
In: IWANN 2009(2009).

A New Least Squares Adaptation Scheme for the Affine Combination of Two Adaptive Filters
Luis Azpicueta-Ruiz, Aníbal Figueiras-Vidal and Jerónimo Arenas-Garcia
In: MLSP 2009(2008).

Novel schemes for nonlinear acoustic echo cancellation based on filter combinations
Luis Azpicueta-Ruiz, Marcus Zeller, Jerónimo Arenas-Garcia and Walter Kellermann
In: ICASSP 2009(2009).

A Transient Analysis for the Convex Combination of Adaptive Filters
Vítor H. Nascimento, Magno T. M. Silva and Jerónimo Arenas-Garcia
In: Statistical Signal Processing 2009(2009).

Improved Adaptive Filtering Schemes via Adaptive Combination
Jerónimo Arenas-Garcia, Luis Azpicueta-Ruiz and Aníbal R. Figueiras-Vidal
In: 43rd Proc. Asilomar Conf. on Signals, Systems, and Computers(2009).

Adaptive Volterra Filters with Evolutionary Quadratic Kernels using a Combination Scheme for Memory Control
Marcus Zeller, Luis A. Azpicueta-Ruiz, Jerónimo Arenas-Garcia and Walter Kellermann
IEEE Transactions on Signal Processing 2011.

Adaptively biasing the weights of adaptive filters
Miguel Lazaro-Gredilla, Luis A. Azpicueta-Ruiz, Aníbal R. Figueiras-Vidal and Jerónimo Arenas-Garcia
IEEE Transactions on Signal Processing Volume 58, pp. 3890-3895, 2010.

Combination of supervised and semi-supervised regression models for improved unbiased estimation
Jerónimo Arenas-Garcia, Carlos Moriana-Varo and Jan Larsen
In: IEEE International Symposium on Wireless Communication Systems, 19-22 Sep, 2010, York, UK.

Efficient adaptive DFT-domain Volterra filters using an automatically controlled number of quadratic kernel diagonals
Marcus Zeller, Luis A. Azpicueta-Ruiz, Jerónimo Arenas-Garcia and Walter Kellermann
In: IEEE Intl. Conf. Acoustics, Speech, and Signal Processing, 14-19 Mar, 2010, Dallas.

On the tracking performance of combinations of least mean squares and recursive least squares adaptive filters
Vitor H. Nascimento, Magno T. M. Silva, Luis A. Azpicueta-Ruiz and Jerónimo Arenas-Garcia
In: IEEE Intl. Conf. Acoustics, Speech, and Signal Processing, 14-19 Mar, 2010, Dallas.

A transient analysis for the convex combination of two adaptive filters with transfer of coefficients
Magno T. M. Silva, Vitor H. Nascimento and Jerónimo Arenas-Garcia
In: IEEE Intl. Conf. Acoustics, Speech, and Signal Processing, 14-19 Mar, 2010, Dallas.

Least-squares adaptation of affine combinations of multiple adaptive filters
Luis A. Azpicueta-Ruiz, Marcus Zeller, Aníbal R. Figueiras-Vidal and Jerónimo Arenas-Garcia
In: IEEE Intl. Symp. Circuits and Systems, 30 May - Jun 02, 2010, Paris.

Combination of Recursive Least p-Norm Algorithms for robust Adaptive Filtering in Alpha-Stable Noise
Angel Navia-Vazquez and Jerónimo Arenas-Garcia
IEEE Transactions on Signal Processing 2011.

Support Vector Machines with constraints for sparsity in the primal parameters
Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Jerónimo Arenas-Garcia, Harold Molina-Bulla and Miguel Lazaro-Gredilla
IEEE Transactions on Neural Networks Volume 22, Number 8, pp. 1269-1283, 2011.

Adaptive One Class Support Vector Machine
Vanessa Gómez-Verdejo, Jerónimo Arenas-Garcia, Miguel Lazaro-Gredilla and Angel Navia-Vazquez
IEEE Transactions on Signal Processing Volume 59, Number 6, pp. 2975-2981, 2011.

Tracking Performance of Adaptively Biased Adaptive Filters
Jerónimo Arenas-Garcia and Miguel Lazaro-Gredilla
In: IEEE ICASSP 2011, Prague(2011).

Combinations of Proportionate Adaptive Filters in Acoustics: An application to Active Noise Control
Jerónimo Arenas-Garcia, María de Diego, Luis A. Azpicueta-Ruiz, Miguel Ferrer and Alberto González
In: EUSIPCO 2011, Barcelona(2011).

A soft-switching blind equalization scheme via convex combination of adaptive filters
Magno Silva and Jerónimo Arenas-Garcia
IEEE Transactions on Signal Processing Volume 61, pp. 1171-1182, 2013.

Kernel Multivariate Analysis Framework for Supervised Subspace Learning
Jerónimo Arenas-Garcia, Kaare B. Petersen, Gustavo Camps-Valls and Lars K. Hansen
IEEE Signal Processing Magazine 2012.

nhanced Adaptive Volterra Filtering by Automatic Attenuation of Memory Regions and Its Application to Acoustic Echo Cancellation
Luis A. Azpicueta-Ruiz, Marcus Zeller, Aníbal R. Figueiras-Vidal, Walter Kellermann and Jerónimo Arenas-Garcia
IEEE Transactions on Signal Processing 2012.

Improving sparse echo cancellation via convex combination of two NLMS filters with different lengths
Álvaro González-Ayuso, Magno T. M. Silva, Vítor H. Nascimento and Jerónimo Arenas-Garcia
In: MLSP 2012, Santander, Spain(2012).

A novel scheme for diffusion networks with least-squares adaptive combiners
Jesús Fernández-Bes, Luis A. Azpicueta-Ruiz, Magno T. M. Silva and Jerónimo Arenas-Garcia
In: MLSP 2012, Santander, Spain(2012).

Semisupervised kernel orthonormalized partial least squares
Enma Izquierdo-Verdiguier, Jerónimo Arenas-Garcia, Sergio Muñoz-Romero, Luis Gómez-Chova and Gustavo Camps-Valls
In: MLSP 2012, Santander, Spain(2012).