MapA: An Array Processor Architecture for Neural Networks. - Julio Ortega 001; Francisco J. Pelayo; Alberto Prieto; Begoña Pino; Carlos García Puntonet (IWANN, 1993)

A Geometrical Based Procedure for Source Separation Mapped to a Neural Network. - Carlos García Puntonet; Manuel Rodríguez Álvarez; Alberto Prieto (IWANN, 1995)

An adaptive geometrical procedure for blind separation of sources. - Carlos García Puntonet; Alberto Prieto (Neural Process. Lett., 1995)

Separation of sources: A geometry-based procedure for reconstruction of n-valued signals. - Carlos García Puntonet; Alberto Prieto; Christian Jutten; Manuel Rodríguez Álvarez; Julio Ortega Lopera (Signal Process., 1995)

Modified Boltzmann Machine for an Efficient Distributed Implementation. - Julio Ortega 001; Luis Parrilla 001; Alberto Prieto; Antonio Lloris-Ruíz; Carlos García Puntonet (IWANN, 1997)

A Competitive Neural Network for Blind Separation of Sources Based on Geometric Properties. - Alberto Prieto; Carlos García Puntonet; Beatriz Prieto; Manuel Rodríguez Álvarez (IWANN, 1997)

Separation of sources in a class of post-nonlinear mixtures. - Carlos García Puntonet; Manuel Rodríguez Álvarez; Alberto Prieto; Beatriz Prieto (ESANN, 1998)

Neural net approach for blind separation of sources based on geometric properties. - Carlos García Puntonet; Alberto Prieto (Neurocomputing, 1998)

A neural learning algorithm for blind separation of sources based on geometric properties. - Alberto Prieto; Carlos García Puntonet; Beatriz Prieto (Signal Process., 1998)

Separation of Speech Signals for Nonlinear Mixtures. - Carlos García Puntonet; Manuel Rodríguez Álvarez; Alberto Prieto; Beatriz Prieto (IWANN (2), 1999)

On-Line Optimization of Radial Basis Function Networks with Orthogonal Techniques. - Moisés Salmerón; Julio Ortega 001; Carlos García Puntonet (IWANN (1), 1999)

A stochastic and competitive network for the separation of sources. - Carlos García Puntonet; Ali Mansour; Manuel Rodríguez Álvarez; Beatriz Prieto; Ignacio Rojas Ruiz (ESANN, 2001)

The synergy between multideme genetic algorithms and fuzzy systems. - Ignacio Rojas Ruiz; José Luis Bernier; Eduardo Ros Vidal; Fernando J. Rojas; Carlos García Puntonet (ESANN, 2001)

Blind Separation of Sources by Differentiating the Output Cumulants and Using Newton's Method. - Rubén Martín-Clemente; José I. Acha; Carlos García Puntonet (ICANN, 2001)

A simple ICA algorithm based on geometrical approach. - Ali Mansour; Carlos García Puntonet; Noboru Ohnishi (ISSPA, 2001)

A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources. - Rubén Martín-Clemente; Carlos García Puntonet; José I. Acha (IWANN (2), 2001)

Can ICA Help Classify Skin Cancer and Benign Lesions? - Christian Mies; Christoph Bauer; Günther Ackermann; Wolfgang Bäumler; Christoph Abels; Carlos García Puntonet; Manuel Rodríguez Álvarez; Elmar Wolfgang Lang (IWANN (2), 2001)

Separation of Sources Based on the Partitioning of the Space of Observations. - Manuel Rodríguez Álvarez; Carlos García Puntonet; Ignacio Rojas (IWANN (2), 2001)

Pattern Repulsion Revisited. - Fabian J. Theis; Christoph Bauer; Carlos García Puntonet; Elmar Wolfgang Lang (IWANN (2), 2001)

Improved RAN sequential prediction using orthogonal techniques. - Moisés Salmerón; Julio Ortega Lopera; Carlos García Puntonet; Alberto Prieto (Neurocomputing, 2001)

Genetic algorithm approach to nonlinear blind source separation. - Fernando Rojas 001; Carlos García Puntonet; Ignacio Rojas; Julio Ortega 001; Arieto Prieto (IEEE Congress on Evolutionary Computation, 2002)

Orthogonal transformations for optimal time series prediction. - Moisés Salmerón; Alberto Prieto; Julio Ortega 001; Carlos García Puntonet; Manuel Rodríguez Álvarez (ESANN, 2002)

Applying Neural Networks and Genetic Algorithms to the Separation of Sources. - Fernando Rojas 001; Manuel Rodríguez Álvarez; Carlos García Puntonet; Rubén Martín-Clemente (IBERAMIA, 2002)

SSA, SVD, QR-cp, and RBF Model Reduction. - Moisés Salmerón; Julio Ortega 001; Carlos García Puntonet; Alberto Prieto; Ignacio Rojas (ICANN, 2002)

Overcomplete ICA with a Geometric Algorithm. - Fabian J. Theis; Elmar Wolfgang Lang; Tobias Westenhuber; Carlos García Puntonet (ICANN, 2002)

Separation of sources using simulated annealing and competitive learning. - Carlos García Puntonet; Ali Mansour; Christoph Bauer; Elmar Wolfgang Lang (Neurocomputing, 2002)

Blind multiuser separation of instantaneous mixture algorithm based on geometrical concepts. - Ali Mansour; Noboru Ohnishi; Carlos García Puntonet (Signal Process., 2002)

Neural Net with Two Hidden Layers for Non-Linear Blind Source Separation. - Rubén Martín-Clemente; Susana Hornillo-Mellado; José I. Acha; Fernando Rojas Ruiz; Carlos García Puntonet (ESANN, 2003)

Skin Lesions Diagnosis Based on Fluorescence Image Processing: Simple Parameters Scanning. - Eduardo Ros 001; M. M. Rodríguez; Sonia Mota; José Luis Bernier; Ignacio Rojas; Carlos García Puntonet; Elmar Wolfgang Lang (IbPRIA, 2003)

Neural net with two hidden layers for non-linear blind source separation. - Rubén Martín-Clemente; Susana Hornillo-Mellado; José I. Acha; Carlos García Puntonet (IJCNN, 2003)

Adaptive and heuristic approaches for nonlinear source separation. - Fernando Rojas 001; Manuel Rodríguez Álvarez; Moisés Salmerón; Carlos García Puntonet; Rubén Martín-Clemente (IJCNN, 2003)

SOMICA - an application of self-organizing maps to geometric independent component analysis. - Fabian J. Theis; Carlos García Puntonet; Elmar Wolfgang Lang (IJCNN, 2003)

New Method for Filtered ICA Signals Applied to Volatile Time Series. - Juan Manuel Górriz Sáez; Carlos García Puntonet; Moisés Salmerón; Julio Ortega 001 (IWANN (2), 2003)

Application of Independent Component Analysis to Edge Detection and Watermarking. - Susana Hornillo-Mellado; Rubén Martín-Clemente; José I. Acha; Carlos García Puntonet (IWANN (2), 2003)

Evolutionary Algorithm Using Mutual Information for Independent Component Analysis. - Fernando Rojas 001; Carlos García Puntonet; Manuel Rodríguez Álvarez; Ignacio Rojas (IWANN (2), 2003)

An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing. - Fernando Rojas 001; Carlos García Puntonet; Ignacio Rojas; Julio Ortega 001 (IWANN (2), 2003)

Parallel Computation of an Adaptive Optimal RBF Network Predictor. - Moisés Salmerón; Julio Ortega 001; Carlos García Puntonet; Miguel Damas (IWANN (2), 2003)

An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas. - Fabian J. Theis; Manuel Rodríguez Álvarez; Carlos García Puntonet; Elmar Wolfgang Lang (IWANN (2), 2003)

An Improved Geometric Overcomplete Blind Source Separation Algorithm. - Fabian J. Theis; Carlos García Puntonet; Elmar Wolfgang Lang (IWANN (2), 2003)

Generalizing Geometric ICA to Nonlinear Settings. - Fabian J. Theis; Carlos García Puntonet; Elmar Wolfgang Lang (IWANN (2), 2003)

Time Series Prediction using ICA Algorithms. - Juan Manuel Górriz; Carlos García Puntonet; Moisés Salmerón; Elmar Wolfgang Lang (Int. J. Comput., 2003)

Linear Geometric ICA: Fundamentals and Algorithms. - Fabian J. Theis; Andreas Jung; Carlos García Puntonet; Elmar Wolfgang Lang (Neural Comput., 2003)

A genetic exploration of dynamic load balancing algorithms. - Mohammed Aldasht; Julio Ortega 001; Carlos García Puntonet; Antonio F. Díaz (IEEE Congress on Evolutionary Computation, 2004)

Lattice ICA for the separation of speech signals. - Manuel Rodríguez Álvarez; Fernando Rojas Ruiz; Elmar Wolfgang Lang; Ignacio Rojas Ruiz; Carlos García Puntonet; Moisés Salmerón-Campos (ESANN, 2004)

On-line support vector machines and optimization strategies. - Juan Manuel Górriz; Carlos García Puntonet; Moisés Salmerón; Julio Ortega 001 (ESANN, 2004)

Geometrical ICA-Based Method for Blind Separation of Super-Gaussian Signals. - Manuel Rodríguez Álvarez; Fernando Rojas Ruiz; Rubén Martín-Clemente; Ignacio Rojas Ruiz; Carlos García Puntonet (ICA, 2004)

Denoising Using Local ICA and a Generalized Eigendecomposition with Time-Delayed Signals. - Peter Gruber 002; Kurt Stadlthanner; Ana Maria Tomé; Ana R. Teixeira; Fabian J. Theis; Carlos García Puntonet; Elmar Wolfgang Lang (ICA, 2004)

Characterization of the Sources in Convolutive Mixtures: A Cumulant-Based Approach. - Susana Hornillo-Mellado; Carlos García Puntonet; Rubén Martín-Clemente; Manuel Rodríguez Álvarez; Juan Manuel Górriz Sáez (ICA, 2004)

3D Spatial Analysis of fMRI Data on a Word Perception Task. - Ingo R. Keck; Fabian J. Theis; Peter Gruber 002; Elmar Wolfgang Lang; Karsten Specht; Carlos García Puntonet (ICA, 2004)

New Eigensystem-Based Method for Blind Source Separation. - Rubén Martín-Clemente; Susana Hornillo-Mellado; Carlos García Puntonet; José I. Acha (ICA, 2004)

Tree-Dependent and Topographic Independent Component Analysis for fMRI Analysis. - Anke Meyer-Bäse; Fabian J. Theis; Oliver Lange; Carlos García Puntonet (ICA, 2004)

Theoretical Method for Solving BSS-ICA Using SVM. - Carlos García Puntonet; Juan Manuel Górriz Sáez; Moisés Salmerón; Susana Hornillo-Mellado (ICA, 2004)

An Application of ICA to Identify Vibratory Low-Level Signals Generated by Termites. - Juan José González de la Rosa; Carlos García Puntonet; Juan Manuel Górriz Sáez; Isidro Lloret Galiana (ICA, 2004)

Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS. - Fernando Rojas Ruiz; Carlos García Puntonet; Ignacio Rojas Ruiz; Manuel Rodríguez Álvarez; Juan Manuel Górriz Sáez (ICA, 2004)

Hybridizing Genetic Algorithms with ICA in Higher Dimension. - Juan Manuel Górriz Sáez; Carlos García Puntonet; Moisés Salmerón; Fernando Rojas Ruiz (ICA, 2004)

Online Algorithm for Time Series Prediction Based on Support Vector Machine Philosophy. - Juan Manuel Górriz Sáez; Carlos García Puntonet; Moisés Salmerón (International Conference on Computational Science, 2004)

Meta-heuristics hybridizing independent component analysis with genetic algorithms. - Juan Manuel Górriz; Carlos García Puntonet; Moisés Salmerón; Elmar Wolfgang Lang (ICECS, 2004)

Improving ICA Algorithms Applied to Predicting Stock Returns. - Juan Manuel Górriz Sáez; Carlos García Puntonet; Rubén Martín-Clemente (ICETE (3), 2004)

An Application of the Independent Component Analysis to Monitor Acoustic Emission Signals Generated by Termite Activity in Wood. - Juan José González de la Rosa; Isidro Lloret Galiana; Juan Manuel Górriz Sáez; Carlos García Puntonet (ICINCO (3), 2004)

Hybrid SOM-SVM Algorithm for Real Time Series Forecasting. - Juan Manuel Górriz Sáez; Carlos García Puntonet; Elmar Wolfgang Lang (ICINCO (1), 2004)

3D spatial analysis of fMRI data: a comparison of ICA and GLM analysis on a word perception task. - Ingo R. Keck; Fabian J. Theis; Peter Gruber 002; Elmar Wolfgang Lang; Karsten Specht; Carlos García Puntonet (IJCNN, 2004)

Kernel-PCA denoising of artifact-free protein NMR spectra. - Kurt Stadlthanner; Elmar Wolfgang Lang; Peter Gruber 002; Fabian J. Theis; Ana Maria Tomé; Ana Rita Teixeira; Carlos García Puntonet (IJCNN, 2004)

Preprocessing time series with ICA and savitzky-golay filtering. - J. M. Górriz; Carlos García Puntonet; Moisés Salmerón (Neural Networks and Computational Intelligence, 2004)

Parallelization of Time Series Forecasting Model. - Juan Manuel Górriz Sáez; Carlos García Puntonet; Moisés Salmerón; Rubén Martín-Clemente (PDP, 2004)

A Genetic Algorithm for Solving BSS-ICA. - Juan Manuel Górriz; Carlos García Puntonet (WSC, 2004)

A geometric algorithm for overcomplete linear ICA. - Fabian J. Theis; Elmar Wolfgang Lang; Carlos García Puntonet (Neurocomputing, 2004)

A new model for time-series forecasting using radial basis functions and exogenous data. - Juan Manuel Górriz Sáez; Carlos García Puntonet; Moisés Salmerón; Juan José González de la Rosa (Neural Comput. Appl., 2004)

Eigendecomposition of self-tuned cumulant-matrices for blind source separation. - Rubén Martín-Clemente; José I. Acha; Carlos García Puntonet (Signal Process., 2004)

Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm. - Fernando Rojas 001; Carlos García Puntonet; Manuel Rodríguez Álvarez; Ignacio Rojas; Rubén Martín-Clemente (IEEE Trans. Syst. Man Cybern. Part C, 2004)

Analysis of contrast functions in a genetic algorithm for post-nonlinear blind source separation. - Fernando Rojas Ruiz; Carlos García Puntonet; Ignacio Rojas Ruiz (ESANN, 2005)

AutoAssign - An Automatic Assignment Tool for Independent Components. - Matthias Böhm 002; Kurt Stadlthanner; Ana Maria Tomé; Peter Gruber 002; Ana R. Teixeira; Fabian J. Theis; Carlos García Puntonet; Elmar Wolfgang Lang (IbPRIA (2), 2005)

Bispectrum-Based Statistical Tests for VAD. - Juan Manuel Górriz Sáez; Javier Ramírez 001; Carlos García Puntonet; Fabian J. Theis; Elmar Wolfgang Lang (ICANN (2), 2005)

Recognition of Insect Emissions Applying the Discrete Wavelet Transform. - Carlos García Puntonet; Juan José González de la Rosa; Isidro Lloret Galiana; Juan Manuel Górriz (ICAPR (1), 2005)

Simulated Annealing Based-GA Using Injective Contrast Functions for BSS. - Juan Manuel Górriz; Carlos García Puntonet; J. D. Morales; Juan José González de la Rosa (International Conference on Computational Science (1), 2005)

Wavelets and Wavelet Packets Applied to Termite Detection. - Juan José González de la Rosa; Carlos García Puntonet; Isidro Lloret Galiana; Juan Manuel Górriz Sáez (International Conference on Computational Science (1), 2005)

Wavelets Transforms Applied to Termite Detection. - Carlos García Puntonet; Juan José González de la Rosa; Isidro Lloret Galiana; Juan Manuel Górriz Sáez (ICEIS, 2005)

Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources. - Fernando Rojas 001; Carlos García Puntonet; Juan Manuel Górriz; Olga Valenzuela (ICNC (3), 2005)

An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis. - Matthias Böhm 002; Kurt Stadlthanner; Elmar Wolfgang Lang; Fabian J. Theis; Peter Gruber 002; Ana Maria Tomé; Ana Rita Teixeira; Carlos García Puntonet (IJCNN, 2005)

Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation. - Kurt Stadlthanner; Fabian J. Theis; Carlos García Puntonet; Juan Manuel Górriz; Ana Maria Tomé; Elmar Wolfgang Lang (ISBMDA, 2005)

Guided GA-ICA Algorithms. - Juan Manuel Górriz Sáez; Carlos García Puntonet; Angel Manuel Gómez; Oscar Pernía (ISNN (1), 2005)

A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA. - Matthias Böhm 002; Kurt Stadlthanner; Elmar Wolfgang Lang; Ana Maria Tomé; Ana R. Teixeira; Fabian J. Theis; Carlos García Puntonet (IWANN, 2005)

Matched Filter as Pre-processing Tool for Multi-user Detection in DS-CDMA System. - Otman Chakkor; Carlos García Puntonet; Begoña Pino; Juan Manuel Górriz (IWANN, 2005)

Robust Processing of Microarray Data by Independent Component Analysis. - Francisco Díaz Pérez; Raul Malutan; Pedro Gómez 001; María Victoria Rodellar Biarge; Carlos García Puntonet (IWANN, 2005)

Clustering of Signals Using Incomplete Independent Component Analysis. - Ingo R. Keck; Elmar Wolfgang Lang; Salua Nassabay; Carlos García Puntonet (IWANN, 2005)

Extended Sparse Nonnegative Matrix Factorization. - Kurt Stadlthanner; Fabian J. Theis; Carlos García Puntonet; Elmar Wolfgang Lang (IWANN, 2005)

Convergence Analysis of a GA-ICA Algorithm. - Juan Manuel Górriz; Carlos García Puntonet; Fernando Rojas 001; E. G. Medialdea (IWINAC (2), 2005)

Bispectra Analysis-Based VAD for Robust Speech Recognition. - Juan Manuel Górriz; Carlos García Puntonet; Javier Ramírez 001; José C. Segura (IWINAC (2), 2005)

On the Connection Between the Human Visual System and Independent Component Analysis. - Susana Hornillo-Mellado; Rubén Martín-Clemente; Carlos García Puntonet; José I. Acha (IWINAC (2), 2005)

A New Approach to Clustering and Object Detection with Independent Component Analysis. - Ingo R. Keck; Salua Nassabay; Carlos García Puntonet; Elmar Wolfgang Lang (IWINAC (2), 2005)

Bispectrum Estimators for Voice Activity Detection and Speech Recognition. - Juan Manuel Górriz; Carlos García Puntonet; Javier Ramírez 001; José C. Segura (NOLISP, 2005)

GA-ICA algorithms applied to image processing. - Juan Manuel Górriz; Carlos García Puntonet (WSTST, 2005)

Testing for Independence and Lrt for VAD. - J. M. Górriz; Carlos García Puntonet; Javier Ramírez 001 (Int. J. Inf. Acquis., 2005)

A Survey of Forecasting Preprocessing Techniques using RNs. - Juan Manuel Górriz; José Carlos Segura Luna; Carlos García Puntonet; Moisés Salmerón (Informatica (Slovenia), 2005)

On the Performance of a HOS-Based ICA Algorithm in BSS of Acoustic Emission Signals. - Carlos García Puntonet; Juan José González de la Rosa; Isidro Lloret Galiana; Juan Manuel Górriz Sáez (ICA, 2006)

A Canonical Genetic Algorithm for Blind Inversion of Linear Channels. - Fernando Rojas 001; Jordi Solé i Casals; Enric Monte-Moreno; Carlos García Puntonet; Alberto Prieto (ICA, 2006)

Sparse Nonnegative Matrix Factorization Applied to Microarray Data Sets. - Kurt Stadlthanner; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Carlos García Puntonet; Pedro Gómez-Vilda; Thomas Langmann; Gerd Schmitz 001 (ICA, 2006)

Robust Preprocessing of Gene Expression Microarrays for Independent Component Analysis. - Pedro Gómez-Vilda; Francisco Díaz Pérez; Rafael Martínez 001; Raul Malutan; María Victoria Rodellar Biarge; Carlos García Puntonet (ICA, 2006)

Two ICA Algorithms Applied to BSS in Non-destructive Vibratory Tests. - Juan José González de la Rosa; Carlos García Puntonet; Rosa Piotrkowski; Isidro Lloret Galiana; Juan Manuel Górriz (ICANN (2), 2006)

Effective Speech/Pause Discrimination Using an Integrated Bispectrum Likelihood Ratio Test. - Juan Manuel Górriz; Javier Ramírez 001; José C. Segura; Carlos García Puntonet; Luz García 001 (ICASSP (1), 2006)

Independent Component Analysis Applied to Voice Activity Detection. - Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Elmar Wolfgang Lang; Kurt Stadlthanner (International Conference on Computational Science (1), 2006)

C-Means Clustering Applied to Speech Discrimination. - Juan Manuel Górriz; Javier Ramírez 001; Ignacio Turias; Carlos García Puntonet; Jesús González 001; Elmar Wolfgang Lang (International Conference on Computational Science (1), 2006)

Third-Order Spectral Characterization of Termite's Emission Track. - Juan José González de la Rosa; Isidro Lloret Galiana; Carlos García Puntonet; Antonio Moreno-Muñoz; Juan Manuel Górriz (International Conference on Computational Science (1), 2006)

Speech Event Detection Using Support Vector Machines. - Pablo Yélamos; Javier Ramírez 001; Juan Manuel Górriz; Carlos García Puntonet; José C. Segura (International Conference on Computational Science (1), 2006)

Noise Subspace Fuzzy C-Means Clustering for Robust Speech Recognition. - Juan Manuel Górriz; Javier Ramírez 001; José C. Segura; Carlos García Puntonet; J. J. González (ICCSA (5), 2006)

Frequency Calibrations with Conventional Time Interval Counters via GPS Traceability. - Juan José González de la Rosa; Isidro Lloret Galiana; Carlos García Puntonet; Juan Manuel Górriz Sáez; Antonio Moreno-Muñoz; Matías Liñán Reyes; Víctor Pallarés (ICEIS (2), 2006)

Region of Interest Based Independent Component Analysis. - Ingo R. Keck; Jan Churan; Fabian J. Theis; Peter Gruber 002; Elmar Wolfgang Lang; Carlos García Puntonet (ICONIP (1), 2006)

An efficient bispectrum phase entropy-based algorithm for VAD. - J. M. Górriz; Javier Ramírez 001; Carlos García Puntonet; José C. Segura (INTERSPEECH, 2006)

SVM-Enabled Voice Activity Detection. - Javier Ramírez 001; Pablo Yélamos; Juan Manuel Górriz; Carlos García Puntonet; José C. Segura (ISNN (2), 2006)

Comparison of Two ICA Algorithms in BSS Applied to Non-destructive Vibratory Tests. - Juan José González de la Rosa; Carlos García Puntonet; Rosa Piotrkowski; Antonio Moreno-Muñoz; Juan Manuel Górriz (SEAL, 2006)

Optimizing blind source separation with guided genetic algorithms. - J. M. Górriz; Carlos García Puntonet; Fernando Rojas 001; R. Martin; Susana Hornillo-Mellado; Elmar Wolfgang Lang (Neurocomputing, 2006)

Denoising using local projective subspace methods. - Peter Gruber 002; Kurt Stadlthanner; Matthias Böhm 002; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Ana R. Teixeira; Carlos García Puntonet; Juan Manuel Górriz Sáez (Neurocomputing, 2006)

Maximization of statistical moments for blind separation of sources revisited. - Susana Hornillo-Mellado; Rubén Martín-Clemente; Carlos García Puntonet; José I. Acha; Juan Manuel Górriz Sáez (Neurocomputing, 2006)

Blind source separation and independent component analysis. - Carlos García Puntonet; Elmar Wolfgang Lang (Neurocomputing, 2006)

Hard C-means clustering for voice activity detection. - Juan Manuel Górriz; Javier Ramírez 001; Elmar Wolfgang Lang; Carlos García Puntonet (Speech Commun., 2006)

Generalized LRT-Based Voice Activity Detector. - Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; José C. Segura (IEEE Signal Process. Lett., 2006)

Speech/non-speech discrimination based on contextual information integrated bispectrum LRT. - Javier Ramírez 001; Juan Manuel Górriz; José C. Segura; Carlos García Puntonet; Antonio J. Rubio (IEEE Signal Process. Lett., 2006)

Median-based clustering for underdetermined blind signal processing. - Fabian J. Theis; Carlos García Puntonet; Elmar Wolfgang Lang (IEEE Signal Process. Lett., 2006)

Noisy image processing using the independent component analysis algorithm AMUSE. - Salua Nassabay; Ingo R. Keck; Carlos García Puntonet; Juan Manuel Górriz; J. Pérez de Inestroaa; Rubén Martín-Clemente (ANNIIP, 2007)

An application of the spectral kurtosis for early detection of subterranean termites. - Juan José González de la Rosa; Antonio Moreno-Muñoz; Ángel Quirós-Olozábal; José María Guerrero-Rodríguez; Carlos García Puntonet (EUSIPCO, 2007)

An Evolutionary Approach for Blind Inversion of Wiener Systems. - Fernando Rojas 001; Jordi Solé i Casals; Carlos García Puntonet (ICA, 2007)

An Application of ICA to BSS in a Container Gantry Crane Cabin's Model. - Juan José González de la Rosa; Carlos García Puntonet; Antonio Moreno-Muñoz; A. Illana; J. A. Carmona (ICA, 2007)

Blind Matrix Decomposition Techniques to Identify Marker Genes from Microarrays. - Reinhard Schachtner; Dominik Lutter; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Juan Manuel Górriz Sáez; Carlos García Puntonet (ICA, 2007)

Blind Matrix Decomposition Via Genetic Optimization of Sparseness and Nonnegativity Constraints. - Kurt Stadlthanner; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Carlos García Puntonet (ICANN (1), 2007)

Power Transients Characterization and Classification Using Higher-Order Cumulants and Competitive Layers. - Juan José González de la Rosa; Antonio Moreno-Muñoz; Isidro Lloret Galiana; Carlos García Puntonet; Juan Manuel Górriz (ICANNGA (1), 2007)

Sparse Nonnegative Matrix Factorization with Genetic Algorithms for Microarray Analysis. - Kurt Stadlthanner; Dominik Lutter; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Petia Georgieva; Carlos García Puntonet (IJCNN, 2007)

Automatic Detection of Filters in Images with Gaussian Noise Using Independent Component Analysis. - Salua Nassabay; Ingo R. Keck; Carlos García Puntonet; Rubén Martín-Clemente; Elmar Wolfgang Lang (IWANN, 2007)

An Efficient VAD Based on a Hang-Over Scheme and a Likelihood Ratio Test. - Oscar Pernía; Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Ignacio Turias (IWANN, 2007)

Power Quality Event Identification Using Higher-Order Statistics and Neural Classifiers. - Juan José González de la Rosa; Carlos García Puntonet; Antonio Moreno-Muñoz (IWANN, 2007)

Improved Likelihood Ratio Test Detector Using a Jointly Gaussian Probability Distribution Function. - Oscar Pernía; Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Ignacio Turias (IWINAC (2), 2007)

An Efficient VAD Based on a Generalized Gaussian PDF. - Oscar Pernía; Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Ignacio Turias (NOLISP, 2007)

Higher-order Statistics Interpretation. Application to Power-Quality Characterization. - Juan José González de la Rosa; África Luque; Carlos García Puntonet; Juan Manuel Górriz; Antonio Moreno-Muñoz (SIGMAP, 2007)

A trade-off between convergence speed and misadjustment for filtering discontinuous speech signals. - Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Sergio Antonio Cruces-Alvarez; Deniz Erdogmus; Elmar Wolfgang Lang (EUSIPCO, 2008)

A signal processing module for non-destructive targeting of termite activity using the Spectral Kurtosis and the Discrete Wavelet Transform. - Juan José González de la Rosa; Antonio Moreno-Muñoz; Carlos García Puntonet (EUSIPCO, 2008)

Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data. - Javier Ramírez 001; Juan Manuel Górriz; Manuel Gómez-Río; Alejandro Romero; Rosa Chaves; A. Lassl; A. Rodríguez; Carlos García Puntonet; Fabian J. Theis; Elmar Wolfgang Lang (ICCS (1), 2008)

Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations. - Ignacio Álvarez; Míriam López; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Carlos García Puntonet; Fermín Segovia (ICONIP (2), 2008)

Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines. - Javier Ramírez 001; Juan Manuel Górriz; Míriam López; Diego Salas-Gonzalez; Ignacio Álvarez; Fermín Segovia; Carlos García Puntonet (ICONIP (2), 2008)

Computer Aided Diagnosis of Alzheimer Disease Using Support Vector Machines and Classification Trees. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Míriam López; Ignacio Álvarez; Fermín Segovia; Carlos García Puntonet (ICONIP (2), 2008)

Hybridizing sparse component analysis with genetic algorithms for microarray analysis. - Kurt Stadlthanner; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Carlos García Puntonet; Juan Manuel Górriz (Neurocomputing, 2008)

Jointly Gaussian PDF-Based Likelihood Ratio Test for Voice Activity Detection. - Juan Manuel Górriz; Javier Ramírez 001; Elmar Wolfgang Lang; Carlos García Puntonet (IEEE Trans. Speech Audio Process., 2008)

Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis. - Ingo R. Keck; Volker Fischer 004; Carlos García Puntonet; Elmar Wolfgang Lang (ICA, 2009)

Independent Component Analysis of SPECT Images to Assist the Alzheimer's Disease Diagnosis. - Ignacio Álvarez; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Míriam López; Carlos García Puntonet; Fermín Segovia (ISNN (4), 2009)

Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. - Míriam López; Javier Ramírez 001; Juan Manuel Górriz; Ignacio Álvarez; Diego Salas-Gonzalez; Fermín Segovia; Carlos García Puntonet (ISNN (4), 2009)

Selecting Regions of Interest for the Diagnosis of Alzheimer Using Brain SPECT Images. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Ignacio Álvarez; Míriam López; Fermín Segovia; Carlos García Puntonet (ISNN (3), 2009)

Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines. - Ignacio Álvarez; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Míriam López; Fermín Segovia; Carlos García Puntonet; Beatriz Prieto (IWANN (1), 2009)

Automatic System for Alzheimer's Disease Diagnosis Using Eigenbrains and Bayesian Classification Rules. - Míriam López; Javier Ramírez 001; J. M. Górriz; Ignacio Álvarez; Diego Salas-Gonzalez; Fermín Segovia; Carlos García Puntonet (IWANN (1), 2009)

Selecting Regions of Interest for the Diagnosis of Alzheimer's Disease in Brain SPECT Images Using Welch's t-Test. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Míriam López; Ignacio Álvarez; Fermín Segovia; Carlos García Puntonet (IWANN (1), 2009)

Analysis of Brain SPECT Images for the Diagnosis of Alzheimer Disease Using First and Second Order Moments. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Míriam López; Ignacio Álvarez; Fermín Segovia; Carlos García Puntonet (IWINAC (2), 2009)

Advances in Ataxia SCA-2 Diagnosis Using Independent Component Analysis. - Rodolfo V. García; Fernando Rojas 001; Carlos García Puntonet; Belén San Román; Luís Velázquez; Roberto Rodríguez (NOLISP, 2009)

A Novel LMS Algorithm Applied to Adaptive Noise Cancellation. - Juan Manuel Górriz; Javier Ramírez 001; Sergio Antonio Cruces-Alvarez; Carlos García Puntonet; Elmar Wolfgang Lang; Deniz Erdogmus (IEEE Signal Process. Lett., 2009)

How to Apply Nonlinear Subspace Techniques to Univariate Biomedical Time Series. - Ana R. Teixeira; Ana Maria Tomé; Matthias Böhm 002; Carlos García Puntonet; Elmar Wolfgang Lang (IEEE Trans. Instrum. Meas., 2009)

Neural Networks and HOS for Power Quality Evaluation. - Juan José González de la Rosa; Carlos García Puntonet; Antonio Moreno-Muñoz (Encyclopedia of Artificial Intelligence, 2009)

Exploring Symmetry to Assist Alzheimer's Disease Diagnosis. - I. Álvarez Illán; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Míriam López; Pablo Padilla; Rosa Chaves; Fermín Segovia; Carlos García Puntonet (HAIS (1), 2010)

Partial Least Squares for Feature Extraction of SPECT Images. - Fermín Segovia; Javier Ramírez 001; Juan Manuel Górriz; Rosa Chaves; Diego Salas-Gonzalez; Míriam López; Ignacio Álvarez; Pablo Padilla; Carlos García Puntonet (HAIS (1), 2010)

Brain status data analyzed by Empirical Mode Decomposition. - Angela Zeiler; Rupert Faltermeier; Ingo R. Keck; Ana Maria Tomé; Alexander Brawanski; Carlos García Puntonet; Elmar Wolfgang Lang (IJCNN, 2010)

Empirical Mode Decomposition - an introduction. - Angela Zeiler; Rupert Faltermeier; Ingo R. Keck; Ana Maria Tomé; Carlos García Puntonet; Elmar Wolfgang Lang (IJCNN, 2010)

Computer-Aided Diagnosis of Ataxia SCA-2 Using a Blind Source Separation Algorithm. - Rodolfo V. García; Fernando Rojas 001; Carlos García Puntonet; Belén San Román; Luís Velázquez; Roberto Rodríguez (Cogn. Comput., 2010)

Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer's disease. - I. Álvarez Illán; J. M. Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Míriam López; Fermín Segovia; Pablo Padilla; Carlos García Puntonet (Pattern Recognit. Lett., 2010)

Improved likelihood ratio test based voice activity detector applied to speech recognition. - J. M. Górriz; Javier Ramírez 001; Elmar Wolfgang Lang; Carlos García Puntonet; Ignacio Turias (Speech Commun., 2010)

Glottal Source Asymmetry Estimation by ICA. - Pedro Gómez-Vilda; Roberto Fernández-Baíllo; María Victoria Rodellar Biarge; Carlos García Puntonet (BIOSIGNALS, 2011)

Sliding Empirical Mode Decomposition for On-line Analysis of Biomedical Time Series. - Angela Zeiler; Rupert Faltermeier; Ana Maria Tomé; Carlos García Puntonet; Alexander Brawanski; Elmar Wolfgang Lang (IWANN (1), 2011)

Analysis of Spect Brain Images Using Wilcoxon and Relative Entropy Criteria and Quadratic Multivariate Classifiers for the Diagnosis of Alzheimer's Disease. - Francisco Jesús Martínez-Murcia; Diego Salas-Gonzalez; J. M. Górriz; Javier Ramírez 001; Carlos García Puntonet; Manuel Gómez-Río (IWINAC (2), 2011)

Brain Status Data Analysis by Sliding EMD. - Angela Zeiler; Rupert Faltermeier; Alexander Brawanski; Ana Maria Tomé; Carlos García Puntonet; Juan Manuel Górriz; Elmar Wolfgang Lang (IWINAC (2), 2011)

Computer aided diagnosis of Alzheimer's disease using component based SVM. - I. Álvarez Illán; J. M. Górriz; M. M. López; Javier Ramírez 001; Diego Salas-Gonzalez; Fermín Segovia; Rosa Chaves; Carlos García Puntonet (Appl. Soft Comput., 2011)

Two approaches to selecting set of voxels for the diagnosis of Alzheimerʼs disease using brain SPECT images. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Ignacio Álvarez; Míriam López; Fermín Segovia; Carlos García Puntonet (Digit. Signal Process., 2011)

18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis. - I. Álvarez Illán; J. M. Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; M. M. López; Fermín Segovia; Rosa Chaves; Manuel Gómez-Río; Carlos García Puntonet (Inf. Sci., 2011)

Practical consideration for ICA. - Otman Chakkor; Mohammed Essaaidi; Carlos García Puntonet; Jamal Zbitou (ICMCS, 2012)

Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging. - Ignacio Álvarez Illán; Juan Manuel Górriz; Javier Ramírez 001; Elmar Wolfgang Lang; Diego Salas-Gonzalez; Carlos García Puntonet (Artif. Intell. Medicine, 2012)

Brain Connectivity Analysis: A Short Survey. - Elmar Wolfgang Lang; Ana Maria Tomé; Ingo R. Keck; Juan Manuel Górriz Sáez; Carlos García Puntonet (Comput. Intell. Neurosci., 2012)

Association rule-based feature selection method for Alzheimer's disease diagnosis. - Rosa Chaves; Javier Ramírez 001; J. M. Górriz; Carlos García Puntonet (Expert Syst. Appl., 2012)

Computer Aided Diagnosis tool for Alzheimer's Disease based on Mann-Whitney-Wilcoxon U-Test. - Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Diego Salas-Gonzalez (Expert Syst. Appl., 2012)

Automatic Orientation of Functional Brain Images for Multiplataform Software. - Ignacio Álvarez Illán; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Francisco Jesús Martínez-Murcia; Fermín Segovia; Carlos García Puntonet (IWINAC (1), 2013)

Texture Features Based Detection of Parkinson's Disease on DaTSCAN Images. - Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001; I. Álvarez Illán; Carlos García Puntonet (IWINAC (2), 2013)

Functional activity maps based on significance measures and Independent Component Analysis. - Francisco Jesús Martínez-Murcia; J. M. Górriz; Javier Ramírez 001; Carlos García Puntonet; Ignacio Álvarez Illán (Comput. Methods Programs Biomed., 2013)

Weighted Sliding Empirical Mode Decomposition for Online Analysis of Biomedical Time Series. - Angela Zeiler; Rupert Faltermeier; Ana Maria Tomé; Carlos García Puntonet; Alexander Brawanski; Elmar Wolfgang Lang (Neural Process. Lett., 2013)

A simplified QRS decision stage based on the DFT coefficients. - Juan Manuel Górriz; Javier Ramírez 001; Alberto Olivares; I. A. Ilian; Diego Salas-Gonzalez; Carlos García Puntonet; Pablo Padilla (EUSIPCO, 2014)

PETRA: Multivariate analyses for neuroimaging data. - Fermín Segovia; Ignacio Álvarez Illán; Diego Salas-Gonzalez; Francisco Jesús Martínez-Murcia; Christophe Phillips; Carlos García Puntonet; Javier Ramírez Perez de Inestrosa; Juan Manuel Górriz Sáez (IWBBIO, 2014)

Bidimensional Ensemble Empirical mode Decomposition of Functional Biomedical Images. - A. Neubauer; Ana Maria Tomé; Andreas Kodewitz; J. M. Górriz; Carlos García Puntonet; Elmar Wolfgang Lang (Adv. Data Sci. Adapt. Anal., 2014)

Physarum Learner: A bio-inspired way of learning structure from data. - Torsten Schön; Martin Stetter; Ana Maria Tomé; Carlos García Puntonet; Elmar Wolfgang Lang (Expert Syst. Appl., 2014)

Identifying endophenotypes of autism: a multivariate approach. - Fermín Segovia; Rosemary Holt; Michael D. Spencer; Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Christophe Phillips; Lindsay Chura; Simon Baron-Cohen; John Suckling (Frontiers Comput. Neurosci., 2014)

A new Bayesian approach to nonnegative matrix factorization: Uniqueness and model order selection. - Reinhard Schachtner; Gerhard Pöppel; Ana Maria Tomé; Carlos García Puntonet; Elmar Wolfgang Lang (Neurocomputing, 2014)

Digital image analysis for automatic enumeration of malaria parasites using morphological operations. - Juan Eloy Arco; Juan Manuel Górriz; Javier Ramírez 001; Ignacio Álvarez; Carlos García Puntonet (Expert Syst. Appl., 2015)

A logistic non-negative matrix factorization approach to binary data sets. - Ana Maria Tomé; Reinhard Schachtner; Vincent Vigneron; Carlos García Puntonet; Elmar Wolfgang Lang (Multidimens. Syst. Signal Process., 2015)

Improving short-term prediction from MCI to AD by applying searchlight analysis. - Juan Eloy Arco; Javier Ramírez 001; Carlos García Puntonet; Juan Manuel Górriz; María Ruz (ISBI, 2016)

A semi-supervised learning approach for model selection based on class-hypothesis testing. - Juan Manuel Górriz; Javier Ramírez 001; John Suckling; Francisco Jesús Martínez-Murcia; Ignacio Álvarez; Fermín Segovia; Andrés Ortiz 001; Diego Salas-Gonzalez; Diego Castillo-Barnes; Carlos García Puntonet (Expert Syst. Appl., 2017)

Granger causality-based information fusion applied to electrical measurements from power transformers. - Jacob Rodriguez-Rivero; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Fermín Segovia; Andrés Ortiz 001; Diego Salas-Gonzalez; Diego Castillo-Barnes; Ignacio Álvarez Illán; Carlos García Puntonet; Carmen Jimenez-Mesa; F. J. Leiva; S. Carillo; et al. (Inf. Fusion, 2020)

Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities. - Juan Manuel Górriz; Carmen Jimenez-Mesa; Rafael Romero-Garcia; Fermín Segovia; Javier Ramírez 001; Diego Castillo-Barnes; Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Diego Salas-Gonzalez; Ignacio Álvarez Illán; Carlos García Puntonet; David López-García; et al. (Inf. Fusion, 2021)

A hypothesis-driven method based on machine learning for neuroimaging data analysis. - Juan Manuel Górriz; Rubén Martín-Clemente; Carlos García Puntonet; Andrés Ortiz 001; Javier Ramírez 001; John Suckling (Neurocomputing, 2022)