Addisson Salazar

Comput., 2024

2023

A proxy learning curve for the Bayes classifier.

[BibT_eX]

[DOI]

Enrique Vidal

Pattern Recognit., April, 2023

Graph Regularization Methods in Soft Detector Fusion.

[BibT_eX]

[DOI]

IEEE Access, 2023

A Comparative Analysis of Early and Late Fusion for the Multimodal Two-Class Problem.

[BibT_eX]

[DOI]

IEEE Access, 2023

On Comparing Early and Late Fusion Methods.

[BibT_eX]

[DOI]

Alberto Rodriguez-Martinez

Proceedings of the Advances in Computational Intelligence, 2023

2022

On the Optimization of Spread Spectrum Chirps Into Arbitrary Position and Width Pulse Signals. Application to Ultrasonic Sensors and Systems.

[BibT_eX]

[DOI]

Linas Svilainis

Miguel Á. De La Casa-Lillo

Tomas Gómez Álvarez-Arenas

Arturas Aleksandrovas

Andrius Chaziachmetovas

IEEE Access, 2022

Application of an Oversampling Method for Improving Road Surface Classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

Experimental Study on Decision Fusion Parameters using Alpha Integration.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021

Editorial for the Special Issue "New Advances on Sub-Pixel Processing: Unmixing and Mapping Methods".

[BibT_eX]

[DOI]

Remote. Sens., 2021

Generative Adversarial Networks and Markov Random Fields for oversampling very small training sets.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

A New Detector Based on Alpha Integration Decision Fusion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2021

Late Fusion for Improving Intrusion Detection in a Network Traffic Dataset.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

Fusion of Visual and Textual Features for Table Header Detection in Handwritten Text Images.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

Improving classification of composite materials measured by ultrasounds using classifier combination.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

Simultaneous analysis of fMRI and EEG biosignals: a multimodal fusion approach.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

2020

Estimation of the Number of Endmembers in Hyperspectral Images Using Agglomerative Clustering.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Pattern recognition techniques for provenance classification of archaeological ceramics using ultrasounds.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Vector score alpha integration for classifier late fusion.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Fraud Detection Using Sequential Patterns from Credit Card Operations.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing, 2020

Comparison of Dimensionality Reduction Methods for Road Surface Identification System.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing, 2020

A New Application of Ultrasound Signal Processing for Archaeological Ceramic Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multichannel Signal Processing for Road Surface Identification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Nonlinear estimators from ICA mixture models.

[BibT_eX]

[DOI]

Signal Process., 2019

Multichannel dynamic modeling of non-Gaussian mixtures.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Multiclass Alpha Integration of Scores from Multiple Classifiers.

[BibT_eX]

[DOI]

Neural Comput., 2019

A New Surrogating Algorithm by the Complex Graph Fourier Transform (CGFT).

[BibT_eX]

[DOI]

Entropy, 2019

Computing the Partial Correlation of ICA Models for Non-Gaussian Graph Signal Processing.

[BibT_eX]

[DOI]

Entropy, 2019

A New Graph Based Brain Connectivity Measure.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2019

Combination of Multiple Classification Results Based on K-Class Alpha Integration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2019

Parallelization of an Algorithm for Automatic Classification of Medical Data.

[BibT_eX]

[DOI]

Víctor M. García-Molla

Proceedings of the Computational Science - ICCS 2019, 2019

2018

Probabilistic Distance for Mixtures of Independent Component Analyzers.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Estimating the Laplacian matrix of Gaussian mixtures for signal processing on graphs.

[BibT_eX]

[DOI]

Signal Process., 2018

Semi-Supervised Learning For Imbalanced Classification Of Credit Card Transaction.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Semi-supervised Learning for Dynamic Modeling of Brain Signals During Visual and Auditory Tests.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Fusion Methods for Biosignal Analysis: Theory and Applications.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2017

Unsupervised learning of non-Gaussian mixtures with temporal dependencies.

[BibT_eX]

[DOI]

Francisco-Jose Martínez-Zaldívar

Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Non-linear Least Mean Squares Prediction Based on Non-Gaussian Mixtures.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2017

Synchronized Multi-chain Mixture of Independent Component Analyzers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2017

Signal processing on graphs for improving automatic credit card fraud detection.

[BibT_eX]

[DOI]

Proceedings of the International Carnahan Conference on Security Technology, 2017

2016

On the fusion of non-independent detectors.

[BibT_eX]

[DOI]

Digit. Signal Process., 2016

Combination of multiple detectors for credit card fraud detection.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016

2015

Semi-Supervised Bayesian Classification of Materials with Impact-Echo Signals.

[BibT_eX]

[DOI]

Sensors, 2015

Fusion of Scores in a Detection Context Based on Alpha Integration.

[BibT_eX]

[DOI]

Neural Comput., 2015

2014

Parallel approach to NNMF on multicore architecture.

[BibT_eX]

[DOI]

Pedro Alonso

Víctor M. García

Antonio M. Vidal

J. Supercomput., 2014

On Recovering Missing Ground Penetrating Radar Traces by Statistical Interpolation Methods.

[BibT_eX]

[DOI]

Remote. Sens., 2014

Agglomerative clustering of defects in ultrasonic non-destructive testing using hierarchical mixtures of independent component analyzers.

[BibT_eX]

[DOI]

Jorge Igual

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Surrogate techniques for testing fraud detection algorithms in credit card operations.

[BibT_eX]

[DOI]

Proceedings of the International Carnahan Conference on Security Technology, 2014

Mixtures of independent component analyzers for microarousal detection.

[BibT_eX]

[DOI]

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013

On statistical pattern recognition in independent component analysis mixture modelling.

[BibT_eX]

[DOI]

PhD thesis, 2013

New Applications of Sequential ICA Mixtures Models Compared with Dynamic Bayesian Networks for EEG Signal Processing.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Computational Intelligence, 2013

2012

Analysis of split-spectrum algorithms in an automatic detection framework.

[BibT_eX]

[DOI]

Alberto Rodriguez

Signal Process., 2012

On comparing hard and soft fusion of dependent detectors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Automatic credit card fraud detection based on non-linear signal processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Carnahan Conference on Security Technology, 2012

Combination of multiple detectors for EEG based biometric identification/authentication.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Carnahan Conference on Security Technology, 2012

2011

Semi-blind source extraction of atrial activity by combining statistical and spectral features.

[BibT_eX]

[DOI]

Digit. Signal Process., 2011

Application of Independent Component Analysis for Evaluation of Ashlar Masonry Walls.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2011

Nonlinear Prediction Based on Independent Component Analysis Mixture Modelling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2011

Wiener systems for reconstruction of missing seismic traces.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Blind signal separation in distributed space-time coding systems using the FastICA algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

Detection of signals of unknown duration by multiple energy detectors.

[BibT_eX]

[DOI]

Signal Process., 2010

On including sequential dependence in ICA mixture models.

[BibT_eX]

[DOI]

Ramón Miralles

Signal Process., 2010

A general procedure for learning mixtures of independent component analyzers.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

ICA Mixtures Applied to Ultrasonic Nondestructive Classification of Archaeological Ceramics.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2010

2009

Automatic Classification of Impact-Echo Spectra II.

[BibT_eX]

[DOI]

Arturo Serrano

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Automatic Classification of Impact-Echo Spectra I.

[BibT_eX]

[DOI]

Arturo Serrano

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

ICA Mixture Modeling for the Classification of Materials in Impact-Echo Testing.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Signal Separation, 2009

Atrial Activity Extraction Based on Statistical and Spectral Features.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Signal Separation, 2009

2008

Geometrical feature extraction from ultrasonic time frequency images: An application to nondestructive testing of materials.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Optimum Detection of Ultrasonic Echoes Applied to the Analysis of the First Layer of a Restored Dome.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2007

Neural Networks for Defect Detection in Non-destructive Evaluation by Sonic Signals.

[BibT_eX]

[DOI]

Proceedings of the Computational and Ambient Intelligence, 2007

Learning Hierarchies from ICA Mixtures.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Image Similarity Based on Hierarchies of ICA Mixtures.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006

Ultrasonic Signal Processing For Archaeological Ceramic Restoration.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Two Applications of Independent Component Analysis for Non-destructive Evaluation by Ultrasounds.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Source Separation of Astrophysical Ice Mixtures.

[BibT_eX]

[DOI]

Jorge Igual

Raul Llinares

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2005

Reconstructing ultrasonic images and flaw detection in time-frequency domain by matching a-scan inspections.

[BibT_eX]

[DOI]

Jorge Gosálbez

Ignacio Bosch

Proceedings of the 13th European Signal Processing Conference, 2005

Detection of nonlinearities caused by bubbles in ultrasonic signals.

[BibT_eX]

[DOI]

Ramón Miralles

Jorge Gosálbez