Carlos García Puntonet
Orcid: 0000-0001-6886-5535
According to our database1,
Carlos García Puntonet
authored at least 180 papers
between 1993 and 2022.
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Bibliography
2022
Neurocomputing, 2022
2021
Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities.
Inf. Fusion, 2021
2020
Granger causality-based information fusion applied to electrical measurements from power transformers.
Inf. Fusion, 2020
2017
A semi-supervised learning approach for model selection based on class-hypothesis testing.
Expert Syst. Appl., 2017
2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Multidimens. Syst. Signal Process., 2015
Digital image analysis for automatic enumeration of malaria parasites using morphological operations.
Expert Syst. Appl., 2015
2014
A new Bayesian approach to nonnegative matrix factorization: Uniqueness and model order selection.
Neurocomputing, 2014
Frontiers Comput. Neurosci., 2014
Expert Syst. Appl., 2014
Adv. Data Sci. Adapt. Anal., 2014
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
Weighted Sliding Empirical Mode Decomposition for Online Analysis of Biomedical Time Series.
Neural Process. Lett., 2013
Functional activity maps based on significance measures and Independent Component Analysis.
Comput. Methods Programs Biomed., 2013
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013
Proceedings of the Natural and Artificial Models in Computation and Biology, 2013
2012
Computer Aided Diagnosis tool for Alzheimer's Disease based on Mann-Whitney-Wilcoxon U-Test.
Expert Syst. Appl., 2012
Expert Syst. Appl., 2012
Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging.
Artif. Intell. Medicine, 2012
Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012
2011
Inf. Sci., 2011
Two approaches to selecting set of voxels for the diagnosis of Alzheimerʼs disease using brain SPECT images.
Digit. Signal Process., 2011
Appl. Soft Comput., 2011
Proceedings of the New Challenges on Bioinspired Applications, 2011
Analysis of Spect Brain Images Using Wilcoxon and Relative Entropy Criteria and Quadratic Multivariate Classifiers for the Diagnosis of Alzheimer's Disease.
Proceedings of the New Challenges on Bioinspired Applications, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Glottal Source Asymmetry Estimation by ICA.
Proceedings of the BIOSIGNALS 2011, 2011
2010
Improved likelihood ratio test based voice activity detector applied to speech recognition.
Speech Commun., 2010
Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer's disease.
Pattern Recognit. Lett., 2010
Cogn. Comput., 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
2009
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
IEEE Trans. Instrum. Meas., 2009
IEEE Signal Process. Lett., 2009
Proceedings of the Advances in Nonlinear Speech Processing, 2009
Analysis of Brain SPECT Images for the Diagnosis of Alzheimer Disease Using First and Second Order Moments.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009
Selecting Regions of Interest for the Diagnosis of Alzheimer's Disease in Brain SPECT Images Using Welch's t-Test.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Automatic System for Alzheimer's Disease Diagnosis Using Eigenbrains and Bayesian Classification Rules.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Selecting Regions of Interest for the Diagnosis of Alzheimer Using Brain SPECT Images.
Proceedings of the Advances in Neural Networks, 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers.
Proceedings of the Sixth International Symposium on Neural Networks, 2009
Independent Component Analysis of SPECT Images to Assist the Alzheimer's Disease Diagnosis.
Proceedings of the Sixth International Symposium on Neural Networks, 2009
Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis.
Proceedings of the Independent Component Analysis and Signal Separation, 2009
2008
IEEE Trans. Speech Audio Process., 2008
Hybridizing sparse component analysis with genetic algorithms for microarray analysis.
Neurocomputing, 2008
Computer Aided Diagnosis of Alzheimer Disease Using Support Vector Machines and Classification Trees.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Computational Science, 2008
A signal processing module for non-destructive targeting of termite activity using the Spectral Kurtosis and the Discrete Wavelet Transform.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
A trade-off between convergence speed and misadjustment for filtering discontinuous speech signals.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Higher-order Statistics Interpretation. Application to Power-Quality Characterization.
Proceedings of the SIGMAP 2007, 2007
Proceedings of the Advances in Nonlinear Speech Processing, 2007
Improved Likelihood Ratio Test Detector Using a Jointly Gaussian Probability Distribution Function.
Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007
Power Quality Event Identification Using Higher-Order Statistics and Neural Classifiers.
Proceedings of the Computational and Ambient Intelligence, 2007
Proceedings of the Computational and Ambient Intelligence, 2007
Automatic Detection of Filters in Images with Gaussian Noise Using Independent Component Analysis.
Proceedings of the Computational and Ambient Intelligence, 2007
Sparse Nonnegative Matrix Factorization with Genetic Algorithms for Microarray Analysis.
Proceedings of the International Joint Conference on Neural Networks, 2007
Power Transients Characterization and Classification Using Higher-Order Cumulants and Competitive Layers.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007
Blind Matrix Decomposition Via Genetic Optimization of Sparseness and Nonnegativity Constraints.
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
An application of the spectral kurtosis for early detection of subterranean termites.
Proceedings of the 15th European Signal Processing Conference, 2007
Noisy image processing using the independent component analysis algorithm AMUSE.
Proceedings of the Artificial Neural Networks and Intelligent Information Processing, 2007
2006
IEEE Signal Process. Lett., 2006
Speech/non-speech discrimination based on contextual information integrated bispectrum LRT.
IEEE Signal Process. Lett., 2006
Neurocomputing, 2006
Neurocomputing, 2006
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the INTERSPEECH 2006, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Frequency Calibrations with Conventional Time Interval Counters via GPS Traceability.
Proceedings of the ICEIS 2006, 2006
Proceedings of the Computational Science and Its Applications, 2006
Proceedings of the Computational Science, 2006
Proceedings of the Computational Science, 2006
Proceedings of the Computational Science, 2006
Proceedings of the Computational Science, 2006
Effective Speech/Pause Discrimination Using an Integrated Bispectrum Likelihood Ratio Test.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Artificial Neural Networks, 2006
Robust Preprocessing of Gene Expression Microarrays for Independent Component Analysis.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2005
Informatica (Slovenia), 2005
Proceedings of the Soft Computing as Transdisciplinary Science and Technology, 2005
Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005
A New Approach to Clustering and Object Detection with Independent Component Analysis.
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005
On the Connection Between the Human Visual System and Independent Component Analysis.
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation.
Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005
Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources.
Proceedings of the Advances in Natural Computation, First International Conference, 2005
Wavelets Transforms Applied to Termite Detection.
Proceedings of the ICEIS 2005, 2005
Proceedings of the Computational Science, 2005
Proceedings of the Computational Science, 2005
Proceedings of the Pattern Recognition and Data Mining, 2005
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Analysis of contrast functions in a genetic algorithm for post-nonlinear blind source separation.
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
2004
Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part C, 2004
Signal Process., 2004
A new model for time-series forecasting using radial basis functions and exogenous data.
Neural Comput. Appl., 2004
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004
Proceedings of the 12th Euromicro Workshop on Parallel, 2004
Preprocessing time series with ICA and savitzky-golay filtering.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004
Hybrid SOM-SVM Algorithm for Real Time Series Forecasting.
Proceedings of the ICINCO 2004, 2004
An Application of the Independent Component Analysis to Monitor Acoustic Emission Signals Generated by Termite Activity in Wood.
Proceedings of the ICINCO 2004, 2004
Improving ICA Algorithms Applied to Predicting Stock Returns.
Proceedings of the ICETE 2004, 2004
Proceedings of the 2004 11th IEEE International Conference on Electronics, 2004
Online Algorithm for Time Series Prediction Based on Support Vector Machine Philosophy.
Proceedings of the Computational Science, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Denoising Using Local ICA and a Generalized Eigendecomposition with Time-Delayed Signals.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Skin Lesions Diagnosis Based on Fluorescence Image Processing: Simple Parameters Scanning.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
2002
Blind multiuser separation of instantaneous mixture algorithm based on geometrical concepts.
Signal Process., 2002
Neurocomputing, 2002
Proceedings of the Artificial Neural Networks, 2002
Proceedings of the Artificial Neural Networks, 2002
Proceedings of the Advances in Artificial Intelligence, 2002
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001
Blind Separation of Sources by Differentiating the Output Cumulants and Using Newton's Method.
Proceedings of the Artificial Neural Networks, 2001
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001
1999
Proceedings of the Foundations and Tools for Neural Modeling, 1999
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
1998
A neural learning algorithm for blind separation of sources based on geometric properties.
Signal Process., 1998
Neurocomputing, 1998
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998
1997
A Competitive Neural Network for Blind Separation of Sources Based on Geometric Properties.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997
1995
Separation of sources: A geometry-based procedure for reconstruction of n-valued signals.
Signal Process., 1995
Neural Process. Lett., 1995
Proceedings of the From Natural to Artificial Neural Computation, 1995
1993
Proceedings of the New Trends in Neural Computation, 1993