Carlos García Puntonet

Fotografía a baja resolución

Carlos García Puntonet

Administrative data

Full member researcher

  • Position in UGR: Professor
    Department where s/he teaches: Arquitectura y Tecnología de Computadores
    Research group: TIC-117

Contributions and research experience

Publications in ISI SCI

  • A semi-supervised learning approach for model selection based on class-hypothesis testing
    Author-s: Gorriz, Juan M.; Ramirez, Javier; Suckling, John; Martinez-Murcia, F. J.; Illan, I. A.; Segovia, F.; Ortiz, A.; Salas-Gonzalez, D.; Castillo-Barnes, D.; Puntonet, C. G.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 90 40 49 2017
  • Digital image analysis for automatic enumeration of malaria parasites using morphological operations
    Author-s: Arco, J. E.; Gorriz, J. M.; Ramirez, J.; Alvarez, I.; Puntonet, C. G.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 42 6 3041 3047 2015
  • Bilateral symmetry aspects in computer-aided Alzheimer!s disease diagnosis by single-photon emission-computed tomography imaging
    Author-s: Alvarez Illan, Ignacio; Manuel Gorriz, Juan; Ramirez, Javier; Lang, Elmar W.; Salas-Gonzalez, Diego; Puntonet, Carlos G.
    Source: ARTIFICIAL INTELLIGENCE IN MEDICINE 56 3 191 198 2012
  • Two approaches to selecting set of voxels for the diagnosis of Alzheimer!s disease using brain SPECT images
    Author-s: Salas-Gonzalez, D.; Gorriz, J. M.; Ramirez, J.; Alvarez, I.; Lopez, M.; Segovia, F.; Puntonet, C. G.
    Source: DIGITAL SIGNAL PROCESSING 21 6 746 755 2011
  • Computer aided diagnosis of Alzheimer!s disease using component based SVM
    Author-s: Illan, I. A.; Gorriz, J. M.; Lopez, M. M.; Ramirez, J.; Salas-Gonzalez, D.; Segovia, F.; Chaves, R.; Puntonet, C. G.
    Source: APPLIED SOFT COMPUTING 11 2 2376 2382 2011
  • Feature selection using factor analysis for Alzheimer!s diagnosis using F-18-FDG PET images
    Author-s: Salas-Gonzalez, D.; Gorriz, J. M.; Ramirez, J.; Illan, I. A.; Lopez, M.; Segovia, F.; Chaves, R.; Padilla, P.; Puntonet, C. G.
    Source: MEDICAL PHYSICS 37 11 6084 6095 2010
  • Computer-Aided Diagnosis of Ataxia SCA-2 Using a Blind Source Separation Algorithm
    Author-s: Garcia, Rodolfo V.; Rojas, Fernando; Puntonet, Carlos G.; San Roman, Belen; Velazquez, Luis; Rodriguez, Roberto
    Source: COGNITIVE COMPUTATION 2 3 165 169 2010
  • Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer!s disease
    Author-s: Alvarez Illan, I.; Gorriz, J. M.; Ramirez, J.; Salas-Gonzalez, D.; Lopez, M.; Segovia, F.; Padilla, P.; Puntonet, C. G.
    Source: PATTERN RECOGNITION LETTERS 31 11 1342 1347 2010
  • Alzheimer!s diseases detection in functional images using 2D Gabor wavelet analysis (vol 46, pg 556, 2010)
    Author-s: Padilla, P.; Gorriz, J. M.; Ramirez, J.; Chaves, R.; Segovia, F.; Alvarez, I; Salas-Gonzalez, D.; Lopez, M.; Puntonet, C. G.
    Source: ELECTRONICS LETTERS 46 14 1038 1038 2010
  • Analysis of SPECT brain images for the diagnosis of Alzheimer!s disease using moments and support vector machines
    Author-s: Salas-Gonzalez, Diego; Gorriz, Juan M.; Ramirez, Javier; Lopez, Miriam; Illan, Ignacio A.; Segovia, Fermin; Puntonet, Carlos G.; Gomez-Rio, Manuel
    Source: NEUROSCIENCE LETTERS 461 1 60 64 2009
  • How to Apply Nonlinear Subspace Techniques to Univariate Biomedical Time Series
    Author-s: Teixeira, A. R.; Tome, A. M.; Boehm, M.; Puntonet, Carlos G.; Lang, Elmar W.
    Source: IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 58 8 2433 2443 IEEE International Symposium on Intelligent Signal OCT 03-05, 2007 Alcala de Henares, Alcala de Henares 2009
  • Automatic tool for Alzheimer!s disease diagnosis using PCA and Bayesian classification rules
    Author-s: Lopez, M.; Ramirez, J.; Gorriz, J. M.; Salas-Gonzalez, D.; Alvarez, I.; Segovia, F.; Puntonet, C. G.
    Source: ELECTRONICS LETTERS 45 8 389 390 2009
  • Speech enhancement in discontinuous transmission systems using the constrained-stability least-mean-squares algorithm
    Author-s: Gorriz, J. M.; Ramirez, J.; Cruces-Alvarez, S.; Erdogmus, D.; Puntonet, C. G.; Lang, E. W.
    Source: JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 124 6 3669 3683 2008
  • Jointly Gaussian PDF-Based Likelihood Ratio Test for Voice Activity Detection
    Author-s: Manuel Gorriz, Juan; Ramirez, Javier; Lang, Elmar W.; Puntonet, Arlos G.
    Source: IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING 16 8 1565 1578 2008
  • Hybridizing sparse component analysis with genetic algorithms for microarray analysis
    Author-s: Stadlthanner, K.; Theis, F. J.; Lang, E. W.; Tome, A. M.; Puntonet, C. G.; Gorriz, J. M.
    Source: NEUROCOMPUTING 71 10-12 2356 2376 2008
  • Higher-order spectra measurement techniques of termite emissions. A characterization framework
    Author-s: Jose Gonzalez de la Rosa, Juan; Lloret, I.; Puntonet, C. G.; Piotrkowski, R.; Moreno, A.
    Source: MEASUREMENT 41 1 105 118 2008
  • Prediction of CO maximum ground level concentrations in the Bay of Algeciras, Spain using artificial neural networks
    Author-s: Martin, M. L.; Turias, U.; Gonzalez, F. J.; Galindo, P. L.; Trujillo, F. J.; Puntonet, C. G.; Gorriz, J. M.
    Source: CHEMOSPHERE 70 7 1190 1195 2008
  • A practical review on higher-order statistics interpretation. Application to electrical transients characterization
    Author-s: De la Rosa, Juan Jose Gonzalez; Moreno, A.; Puntonet, Carlos G.
    Source: DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS 14 1577 1582 International Conference on Complex Systems and Ap JUN 08-10, 2007 Jinan, Jinan 2007
  • Hard C-means clustering for voice activity detection
    Author-s: Gorriz, J. M.; Ramirez, J.; Lang, E. W.; Puntonet, C. G.
    Source: SPEECH COMMUNICATION 48 12 1638 1649 International Conference on Non-Linear Speech Proc APR 19-22, 2005 Barcelona, Barcelona 2006
  • Generalized LRT-based voice activity detector
    Author-s: Gorriz, Juan Manuel; Ramirez, Javier; Puntonet, Carlos G.; Segura, Jose Carlos
    Source: IEEE SIGNAL PROCESSING LETTERS 13 10 636 639 2006
  • Blind source separation and independent component analysis
    Author-s: Puntonet, Carlos G.; Lang, Elmar W.
    Source: NEUROCOMPUTING 69 13-15 1413 1413 2006
  • Maximization of statistical moments for blind separation of sources revisited
    Author-s: Hornillo-Mellado, Susana; Martin-Clemente, Ruben; Puntonet, Carlos G.; Acha, Jose I.; Gorriz-Saez, Juan Manuel
    Source: NEUROCOMPUTING 69 13-15 1425 1434 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2006
  • Optimizing blind source separation with guided genetic algorithms
    Author-s: Gorriz, J. M.; Puntonet, C. G.; Rojas, F.; Martin, R.; Hornillo, S.; Lang, E. W.
    Source: NEUROCOMPUTING 69 13-15 1442 1457 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2006
  • Denoising using local projective subspace methods
    Author-s: Gruber, P.; Stadthanner, K.; Boehm, M.; Theis, F. J.; Lang, E. W.; Tome, A. M.; Teixeira, A. R.; Puntonet, C. G.; Saez, J. M. Gorriz
    Source: NEUROCOMPUTING 69 13-15 1485 1501 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2006
  • Speech/non-speech discrimination based on contextual information integrated bispectrum LRT
    Author-s: Ramirez, Javier; Gorriz, Juan Manuel; Segura, Jose Carlos; Puntonet, Carlos G.; Rubio, Antonio J.
    Source: IEEE SIGNAL PROCESSING LETTERS 13 8 497 500 2006
  • Wavelets and wavelet packets applied to detect and characterize transient alarm signals from termites
    Author-s: de la Rosa, JJG; Lloret, I; Moreno, A; Puntonet, CG; Gorriz, JM
    Source: MEASUREMENT 39 6 553 564 2006
  • An effective cluster-based model for robust speech detection and speech recognition in noisy environments
    Author-s: Gorriz, J. M.; Ramirez, J.; Segura, J. C.; Puntonet, C. G.
    Source: JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 120 1 470 481 2006
  • Median-based clustering for underdetermined blind signal processing
    Author-s: Theis, FJ; Puntonet, CG; Lang, EW
    Source: IEEE SIGNAL PROCESSING LETTERS 13 2 96 99 2006
  • An application of the independent component analysis to monitor acoustic emission signals generated by termite activity in wood
    Author-s: de la Rosa, JJG; Puntonet, CG; Lloret, I
    Source: MEASUREMENT 37 1 63 76 2005
  • Blind source separation in post-nonlinear mixtures using competitive learning, simulated annealing, and a genetic algorithm
    Author-s: Rojas, F; Puntonet, CG; Rodriguez-Alvarez, M; Rojas, I; Martin-Clemente, R
    Source: IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS 34 4 407 416 Learing 2002 Workshop 2002 Madrid, Madrid 2004
  • Eigendecomposition of self-tuned cumulant-matrices for blind source separation
    Author-s: Martin-Clemente, R; Acha, JI; Puntonet, CG
    Source: SIGNAL PROCESSING 84 7 1201 1211 2004
  • A new model for time-series forecasting using radial basis functions and exogenous data
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; de la Rosa, JJG
    Source: NEURAL COMPUTING & APPLICATIONS 13 2 101 111 2004
  • A geometric algorithm for overcomplete linear ICA
    Author-s: Theis, TJ; Lang, EW; Puntonet, CG
    Source: NEUROCOMPUTING 56 381 398 2004
  • Linear geometric ICA: Fundamentals and algorithms
    Author-s: Theis, FJ; Jung, A; Puntonet, CG; Lang, EW
    Source: NEURAL COMPUTATION 15 2 419 439 2003
  • Separation of sources using simulated annealing and competitive learning
    Author-s: Puntonet, CG; Mansour, A; Bauer, C; Lang, E
    Source: NEUROCOMPUTING 49 39 60 2002
  • Blind multiuser separation of instantaneous mixture algorithm based on geometrical concepts
    Author-s: Mansour, A; Ohnishi, N; Puntonet, CG
    Source: SIGNAL PROCESSING 82 8 1155 1175 2002
  • Improved RAN sequential prediction using orthogonal techniques
    Author-s: Salmeron, M; Ortega, J; Puntonet, CG; Prieto, A
    Source: NEUROCOMPUTING 41 153 172 2001
  • Blind separation of sources using density estimation and simulated annealing
    Author-s: Puntonet, CG; Mansour, A
    Source: IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES E84A 10 2538 2546 2001
  • A neural learning algorithm for blind separation of sources based on geometric properties
    Author-s: Prieto, A; Puntonet, CG; Prieto, B
    Source: SIGNAL PROCESSING 64 3 315 331 1998
  • Neural net approach for blind separation of sources based on geometric properties
    Author-s: Puntonet, CG; Prieto, A
    Source: NEUROCOMPUTING 18 1-3 141 164 1998
  • Geometric approach for blind separation of signals
    Author-s: Puntonet, CG; Prieto, A
    Source: ELECTRONICS LETTERS 33 10 835 836 1997
  • SEPARATION OF SOURCES - A GEOMETRY-BASED PROCEDURE FOR RECONSTRUCTION OF N-VALUED SIGNALS
    Author-s: PUNTONET, CG; PRIETO, A; JUTTEN, C; RODRIGUEZALVAREZ, M; ORTEGA, J
    Source: SIGNAL PROCESSING 46 3 267 284 1995
  • AN ADAPTIVE GEOMETRICAL PROCEDURE FOR BLIND SEPARATION OF SOURCES
    Author-s: PUNTONET, CG; PRIETO, A
    Source: NEURAL PROCESSING LETTERS 2 5 23 27 1995
  • Computer-aided diagnosis of Alzheimer!s disease using support vector machines and classification trees
    Author-s: Salas-Gonzalez, D.; Gorriz, J. M.; Ramirez, J.; Lopez, M.; Alvarez, I.; Segovia, F.; Chaves, R.; Puntonet, C. G.
    Source: PHYSICS IN MEDICINE AND BIOLOGY 55 10 2807 2817 2010
  • Alzheimer!s disease detection in functional images using 2D Gabor wavelet analysis
    Author-s: Padilla, P.; Gorriz, J. M.; Ramirez, J.; Chaves, R.; Segovia, F.; Alvarez, I.; Salas-Gonzalez, D.; Lopez, M.; Puntonet, C. G.
    Source: ELECTRONICS LETTERS 46 8 556 26 2010
  • F-18-FDG PET imaging analysis for computer aided Alzheimer!s diagnosis
    Author-s: Illan, I. A.; Gorriz, J. M.; Ramirez, J.; Salas-Gonzalez, D.; Lopez, M. M.; Segovia, F.; Chaves, R.; Gomez-Rio, M.; Puntonet, C. G.
    Source: INFORMATION SCIENCES 181 4 903 916 2011
  • Post-nonlinear blind source separation using methaheuristics
    Author-s: Martin-Clemente, R; Puntonet, CG; Rojas, F
    Source: ELECTRONICS LETTERS 39 24 1765 1766 2003
  • Improved Gauss-Newton optimisation methods in affine registration of SPECT brain images
    Author-s: Salas-Gonzalez, D.; Gorriz, J. M.; Ramirez, J.; Lass, A.; Puntonet, C. G.
    Source: ELECTRONICS LETTERS 44 22 1291 8 2008
  • Higher-order statistics to detect and characterise termite emissions
    Author-s: de la Rosa, JJG; Lloret, I; Puntonet, CG; Gorriz, JM
    Source: ELECTRONICS LETTERS 40 20 1316 1318 2004
  • Automatic selection of ROIs in functional imaging using Gaussian mixture models
    Author-s: Gorriz, J. M.; Lassl, A.; Ramirez, J.; Salas-Gonzalez, D.; Puntonet, C. G.; Lang, E. W.
    Source: NEUROSCIENCE LETTERS 460 2 108 111 2009
  • Neural network for demixing super-Gaussian signals
    Author-s: Prieto, B; Prieto, A; Puntonet, CG; Martin-Smith, P
    Source: ELECTRONICS LETTERS 36 17 1474 1475 2000
  • Improved MO-LRT VAD based on bispectra Gaussian model
    Author-s: Gorriz, JM; Ramirez, J; Segura, JC; Puntonet, CG
    Source: ELECTRONICS LETTERS 41 15 877 879 2005
  • Alzheimer!s diagnosis using eigenbrains and support vector machines
    Author-s: Alvarez, I.; Gorriz, J. M.; Ramirez, J.; Salas-Gonzalez, D.; Lopez, M.; Puntonet, C. G.; Segovia, F.
    Source: ELECTRONICS LETTERS 45 7 342 342 2009
  • Effective jointly pdf-based voice activity detector for real-time applications
    Author-s: Gorriz, J. M.; Ramirez, J.; Puntonet, C. G.
    Source: ELECTRONICS LETTERS 43 4 251 253 2007
  • Improved likelihood ratio test based voice activity detector applied to speech recognition
    Author-s: Gorriz, J. M.; Ramirez, J.; Lang, E. W.; Puntonet, C. G.; Turias, I.
    Source: SPEECH COMMUNICATION 52 7-8 664 677 2010
  • A Novel LMS Algorithm Applied to Adaptive Noise Cancellation
    Author-s: Gorriz, J. M.; Ramirez, Javier; Cruces-Alvarez, S.; Puntonet, Carlos G.; Lang, Elmar W.; Erdogmus, Deniz
    Source: IEEE SIGNAL PROCESSING LETTERS 16 1-3 34 37 2009

Conferences in ISI CPCI-Science

  • Short-term Prediction of MCI to AD Conversion Based on Longitudinal MRI Analysis and Neuropsychological Tests
    Author-s: Eloy Arco, Juan; Ramirez, Javier; Manuel Gorriz, Juan; Puntonet, Carlos G.; Ruz, Maria
    Source: INNOVATION IN MEDICINE AND HEALTHCARE 2015 45 385 394 3rd KES International Conference on Innovation in SEP 11-12, 2015 Kyoto, JAPAN 2016
  • IMPROVING SHORT-TERM PREDICTION FROM MCI TO AD BY APPLYING SEARCHLIGHT ANALYSIS
    Author-s: Eloy Arco, Juan; Ramirez, Javier; Puntonet, Carlos G.; Manuel Gorriz, Juan; Ruz, Maria
    Source: 2016 IEEE 13TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) 10 13 IEEE 13th International Symposium on Biomedical Im APR 13-16, 2016 Prague, CZECH REPUBLIC 2016
  • Advances in Ataxia SCA-2 Diagnosis Using Independent Component Analysis
    Author-s: Garcia, Rodolfo V.; Rojas, Fernando; Puntonet, Carlos G.; San Roman, Belen; Velazquez, Luis; Rodriguez, Roberto
    Source: ADVANCES IN NONLINEAR SPEECH PROCESSING 5933 90 94 International Conference on Nonlinear Speech Proce JUN 25-27, 2009 Univ Vic, Univ Vic, Univ Vic 2010
  • Partial Least Squares for Feature Extraction of SPECT Images
    Author-s: Segovia, F.; Ramirez, J.; Gorriz, J. M.; Chaves, R.; Salas-Gonzalez, D.; Lopez, M.; Alvarez, I.; Padilla, P.; Puntonet, C. G.
    Source: HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS, PT 1 6076 476 483 5th International Conference on Hybrid Artificial JUN 23-25, 2010 Univ Pais Vasco, Univ Pais Vasco, Univ Pais Vasco 2010
  • Exploring Symmetry to Assist Alzheimer!s Disease Diagnosis
    Author-s: Illan, I. A.; Gorriz, J. M.; Ramirez, J.; Salas-Gonzalez, D.; Lopez, M.; Padilla, P.; Chaves, R.; Segovia, F.; Puntonet, C. G.
    Source: HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS, PT 1 6076 516 523 5th International Conference on Hybrid Artificial JUN 23-25, 2010 Univ Pais Vasco, Univ Pais Vasco, Univ Pais Vasco 2010
  • Empirical Mode Decomposition - An Introduction
    Author-s: Zeiler, A.; Faltermeier, R.; Keck, I. R.; Tome, A. M.; Puntonet, C. G.; Lang, E. W.
    Source: 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 -1 -1 World Congress on Computational Intelligence (WCCI 2010 Barcelona, Barcelona 2010
  • Brain Status Data Analyzed by Empirical Mode Decomposition
    Author-s: Zeiler, A.; Faltermeier, R.; Keck, I. R.; Tome, A. M.; Brawanski, A.; Puntonet, C. G.; Lang, E. W.
    Source: 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 -1 -1 World Congress on Computational Intelligence (WCCI 2010 Barcelona, Barcelona 2010
  • Elitist Genetic Algorithm Guided by Higher Order Statistic for Blind Separation of Digital Signals
    Author-s: Gonzalez, E. A.; Gorriz, J. M.; Ramirez, J.; Puntonet, C. G.
    Source: IECON 2010 - 36TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY -1 -1 36th Annual Conference of the IEEE Industrial-Elec NOV 07-10, 2010 Glendale, Glendale 2010
  • Machine learning for very early Alzheimer!s Disease diagnosis; a F-18-FDG and PiB PET comparison
    Author-s: Illan, I. A.; Gorriz, J. M.; Ramirez, J.; Chaves, R.; Segovia, F.; Lopez, M.; Salas-Gonzalez, D.; Padilla, P.; Puntonet, C. G.
    Source: 2010 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD (NSS/MIC) 2334 2337 IEEE Nuclear Science Symposium (NSS)/Medical Imagi OCT 30-NOV 06, 2010 Knoxville, Knoxville 2010
  • Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis
    Author-s: Keck, Ingo R.; Fischer, Volker; Puntonet, Carlos G.; Lang, Elmar W.
    Source: INDEPENDENT COMPONENT ANALYSIS AND SIGNAL SEPARATION, PROCEEDINGS 5441 435 442 8th International Conference on Independent Compon MAR 15-18, 2009 Paraty, Paraty 2009
  • Selecting Regions of Interest for the Diagnosis of Alzheimer Using Brain SPECT Images
    Author-s: Salas-Gonzalez, Diego; Gorriz, Juan M.; Ramirez, Javier; Alvarez, Ignacio; Lopez, Miriam; Segovia, Fermin; Puntonet, Carlos G.
    Source: ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 3, PROCEEDINGS 5553 399 406 6th International Symposium on Neural Networks MAY 26-29, 2009 Wuhan, Wuhan 2009
  • Automatic Computer Aided Diagnosis Tool using Component-based SVM
    Author-s: Gorriz, J. M.; Ramirez, J.; Lassl, A.; Salas-Gonzalez, D.; Lang, E. W.; Puntonet, C. G.; Alvarez, I.; Lopez, M.; Gomez-Rio, M.
    Source: 2008 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (2008 NSS/MIC), VOLS 1-9 3666 3669 IEEE Nuclear Science Symposium/Medical Imaging Con OCT 19-25, 2008 Dresden, Dresden 2009
  • A comparison of nonlinear least-square optimization methods in affine registration of SPECT images
    Author-s: Salas-Gonzalez, D.; Gorriz, J. M.; Ramirez, J.; Lassl, A.; Puntonet, C. G.; Lang, E. W.; Gomez-Rio, M.
    Source: 2008 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (2008 NSS/MIC), VOLS 1-9 3670 3672 IEEE Nuclear Science Symposium/Medical Imaging Con OCT 19-25, 2008 Dresden, Dresden 2009
  • Clustering approach for the classification of SPECT images
    Author-s: Lassl, A.; Gorriz, J. M.; Ramirez, J.; Salas-Gonzalez, D.; Puntonet, C. G.; Lang, E. W.
    Source: 2008 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (2008 NSS/MIC), VOLS 1-9 4611 4614 IEEE Nuclear Science Symposium/Medical Imaging Con OCT 19-25, 2008 Dresden, Dresden 2009
  • Automatic System for Alzheimer!s Disease Diagnosis Using Eigenbrains and Bayesian Classification Rules
    Author-s: Lopez, M.; Ramirez, J.; Gorriz, J. M.; Alvarez, I.; Salas-Gonzalez, D.; Segovia, F.; Puntonet, C. G.
    Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 949 956 10th International Work-Conference on Artificial N JUN 10-12, 2009 Salamanca, Salamanca 2009
  • Selecting Regions of Interest for the Diagnosis of Alzheimer!s Disease in Brain SPECT Images Using Welch!s t-Test
    Author-s: Salas-Gonzalez, D.; Gorriz, J. M.; Ramirez, J.; Lopez, M.; Alvarez, I.; Segovia, F.; Puntonet, C. G.
    Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 965 972 10th International Work-Conference on Artificial N JUN 10-12, 2009 Salamanca, Salamanca 2009
  • Alzheimer!s Diagnosis Using Eigenbrains and Support Vector Machines
    Author-s: Alvarez, I.; Gorriz, J. M.; Ramirez, J.; Salas-Gonzalez, D.; Lopez, M.; Segovia, F.; Puntonet, C. G.; Prieto, B.
    Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 973 980 10th International Work-Conference on Artificial N JUN 10-12, 2009 Salamanca, Salamanca 2009
  • Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations
    Author-s: Alvarez, I.; Lopez, M.; Gorriz, J. M.; Ramirez, J.; Salas-Gonzalez, D.; Puntonet, C. G.; Segovia, F.
    Source: ADVANCES IN NEURO-INFORMATION PROCESSING, PT II 5507 402 409 15th International Conference on Neuro-Information NOV 25-28, 2008 Auckland, Auckland 2009
  • Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines
    Author-s: Ramirez, J.; Gorriz, J. M.; Lopez, M.; Salas-Gonzalez, D.; Alvarez, I.; Segovia, F.; Puntonet, C. G.
    Source: ADVANCES IN NEURO-INFORMATION PROCESSING, PT II 5507 410 417 15th International Conference on Neuro-Information NOV 25-28, 2008 Auckland, Auckland 2009
  • Computer Aided Diagnosis of Alzheimer!s Disease Using Principal Component Analysis and Bayesian Classifiers
    Author-s: Lopez, Miriam; Ramirez, Javier; Gorriz, Juan M.; Alvarez, Ignacio; Salas-Gonzalez, Diego; Segovia, Fermin; Garcia Puntonet, Carlos
    Source: SIXTH INTERNATIONAL SYMPOSIUM ON NEURAL NETWORKS (ISNN 2009) 56 213 221 6th International Symposium on Neural Networks 2009 Wuhan, Wuhan 2009
  • Independent Component Analysis of SPECT Images to Assist the Alzheimer!s Disease Diagnosis
    Author-s: Alvarez, Ignacio; Gorriz, Juan M.; Ramirez, Javier; Salas-Gonzalez, Diego; Lopez, Miriam; Garcia Puntonet, Carlos; Segovia, Fermin
    Source: SIXTH INTERNATIONAL SYMPOSIUM ON NEURAL NETWORKS (ISNN 2009) 56 411 419 6th International Symposium on Neural Networks 2009 Wuhan, Wuhan 2009
  • Analysis of Brain SPECT Images for the Diagnosis of Alzheimer Disease Using First and Second Order Moments
    Author-s: Salas-Gonzalez, D.; Gorriz, J. M.; Ramirez, J.; Lopez, M.; Alvarez, L.; Segovia, F.; Puntonet, C. G.
    Source: BIOINSPIRED APPLICATIONS IN ARTIFICIAL AND NATURAL COMPUTATION, PT II 5602 124 133 3rd International Work-Conference on the Interplay JUN 22-26, 2009 Santiago de Compostela, Santiago de Compostela 2009
  • Automatic selection of ROIs using a model-based clustering approach
    Author-s: Segovia, F.; Gorriz, J. M.; Ramirez, J.; Salas-Gonzalez, D.; Illan, I. A.; Lopez, M.; Chaves, R.; Padilla, P.; Puntonet, C. G.
    Source: 2009 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD, VOLS 1-5 3194 3198 IEEE Nuclear Science Symposium Conference 2009 OCT 25-31, 2009 Orlando, Orlando 2009
  • FMRI Data Analysis Using a Novel Clustering Technique
    Author-s: Segovia, F.; Gorriz, J. M.; Ramirez, J.; Salas-Gonzalez, D.; Illan, I. A.; Lopez, M.; Chaves, R.; Puntonet, C. G.; Lang, E. W.; Keck, I. R.
    Source: 2009 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD, VOLS 1-5 3399 3403 IEEE Nuclear Science Symposium Conference 2009 OCT 25-31, 2009 Orlando, Orlando 2009
  • Effective emission tomography image reconstruction algorithms for SPECT data
    Author-s: Ramirez, J.; Gorriz, J. M.; Gomez-Rio, M.; Romero, A.; Chaves, R.; Lassl, A.; Rodriguez, A.; Puntonet, C. G.; Theis, F.; Lang, E.
    Source: COMPUTATIONAL SCIENCE - ICCS 2008, PT 1 5101 741 748 8th International Conference on Computational Scie JUN 23-25, 2008 Cracow, Cracow 2008
  • ICA Analysis of Retina Images for Glaucoma Classification
    Author-s: Fink, F.; Woerle, K.; Gruber, P.; Tome, A. M.; Gorriz-Saez, J. M.; Puntonet, C. G.; Lang, E. W.
    Source: 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, V 4664 4667 30th Annual International Conference of the IEEE-E AUG 20-24, 2008 Vancouver, Vancouver 2008
  • Power transients characterization and classification using higher-order cumulants and competitive layers
    Author-s: de-la-Rosa, Juan-Jose Gonzalez; Munoz, Antonio Moreno; Lloret, Isidro; Puntonet, Carlos G.; Gorriz, Juan-Manuel
    Source: Adaptive and Natural Computing Algorithms, Pt 1 4431 782 789 8th International Conference on Adaptive and Natur APR 11-14, 2007 Warsaw Univ Technol, Warsaw Univ Technol, Warsaw Univ Technol 2007
  • Improved likelihood ratio test detector using a jointly Gaussian probability distribution function
    Author-s: Pernia, O.; Gorriz, J. M.; Ramirez, J.; Puntonet, C. G.; Turias, I.
    Source: Nature Inspired Problem-Solving Methods in Knowledge Engineering, Pt 2, Proceedings 4528 37 44 2nd International Work-Conference on the Interplay JUN 18-21, 2007 La Manga del Mar Menor, La Manga del Mar Menor 2007
  • An efficient VAD based on a hang-over scheme and a likelihood ratio test
    Author-s: Pernia, O.; Gorriz, J. M.; Ramirez, J.; Puntonet, C. G.; Turias, I.
    Source: Computational and Ambient Intelligence 4507 31 38 9th International Work-Conference on Artificial Ne JUN 20-22, 2007 San Sebastian, San Sebastian 2007
  • Power quality event identification using higher-order statistics and neural classifiers
    Author-s: de-la-Rosa, Juan-Jose Gonzalez; Puntonet, Carlos G.; Munoz, Antonio Moreno
    Source: Computational and Ambient Intelligence 4507 47 54 9th International Work-Conference on Artificial Ne JUN 20-22, 2007 San Sebastian, San Sebastian 2007
  • Automatic detection of filters in images with Gaussian noise using independent component analysis
    Author-s: Nassabay, Salua; Keck, Ingo R.; Puntonet, Carlos G.; Clemente, Ruben M.; Lang, Elmar W.
    Source: Computational and Ambient Intelligence 4507 692 699 9th International Work-Conference on Artificial Ne JUN 20-22, 2007 San Sebastian, San Sebastian 2007
  • An evolutionary approach for blind inversion of Wiener systems
    Author-s: Rojas, Fernando; Sole-Casals, Jordi; Puntonet, Carlos G.
    Source: Independent Component Analysis and Signal Separation, Proceedings 4666 260 267 7th International Conference on Independent Compon SEP 09-12, 2007 London, London 2007
  • Blind matrix decomposition techniques to identify marker genes from microarrays
    Author-s: Schachtner, R.; Lutter, D.; Theis, F. J.; Lang, E. W.; Tome, A. M.; Gorriz Saez, J. M.; Puntonet, C. G.
    Source: Independent Component Analysis and Signal Separation, Proceedings 4666 649 656 7th International Conference on Independent Compon SEP 09-12, 2007 London, London 2007
  • An application of ICA to BSS in a container gantry crane cabin!s model
    Author-s: Gonzalez de-la-Rosa, Juan-Jose; Puntonet, Carlos G.; Munoz, A. Moreno; Illana, A.; Carmona, J. A.
    Source: Independent Component Analysis and Signal Separation, Proceedings 4666 714 721 7th International Conference on Independent Compon SEP 09-12, 2007 London, London 2007
  • Blind matrix decomposition via genetic optimization of sparseness and nonnegativity constraints
    Author-s: Stadlthanner, Kurt; Theis, Fabian J.; Lang, Elmar W.; Tome, Ana Maria; Puntonet, Carlos G.
    Source: Artificial Neural Networks - ICANN 2007, Pt 1, Proceedings 4668 799 808 17th International Conference on Artificial Neural SEP 09-13, 2007 Oporto, Oporto 2007
  • A practical approach to higher-order statistics. An application to electrical transients characterization
    Author-s: Gonzalez de la Rosa, Juan Jose; Moreno, Antonio; Puntonet, Carlos G.
    Source: 2007 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING, CONFERENCE PROCEEDINGS BOOK 297 302 IEEE International Symposium on Intelligent Signal OCT 03-05, 2007 Alcala de Henares, Alcala de Henares 2007
  • Single-channel electroencephalogram analysis using non-linear subspace techniques
    Author-s: Teixeira, A. R.; Alves, N.; Tome, A. M.; Boehm, M.; Lang, E. W.; Puntonet, C. G.
    Source: 2007 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING, CONFERENCE PROCEEDINGS BOOK 865 870 IEEE International Symposium on Intelligent Signal OCT 03-05, 2007 Alcala de Henares, Alcala de Henares 2007
  • An efficient VAD based on a generalized gaussian PDF
    Author-s: Pernia, O.; Gorriz, J. M.; Ramirez, J.; Puntonet, C. G.; Turias, I.
    Source: ADVANCES IN NONLINEAR SPEECH PROCESSING 4885 246 254 International Conference on Nonlinear Speech Proce MAY 22-25, 2007 Paris, Paris 2007
  • Sparse nonnegative matrix factorization with genetic algorithms for microarray analysis
    Author-s: Stadlthanner, K.; Lutter, D.; Theis, F. J.; Lang, E. W.; Tome, A. M.; Georgieva, P.; Puntonet, C. G.
    Source: 2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6 294 299 International Joint Conference on Neural Networks AUG 12-17, 2007 Orlando, Orlando 2007
  • Subterranean termite detection using the spectral kurtosis
    Author-s: de la Rosa, Juan Jose Gonzalez; Puntonet, C. G.; Moreno, A.
    Source: IDAACS 2007: PROCEEDINGS OF THE 4TH IEEE WORKSHOP ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPU 351 354 4th IEEE International Workshop on Intelligent Dat SEP 06-08, 2007 Dortmund, Dortmund 2007
  • A canonical genetic algorithm for blind inversion of linear channels
    Author-s: Rojas, F; Sole-Casals, J; Monte-Moreno, E; Puntonet, CG; Prieto, A
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION, PROCEEDINGS 3889 238 245 6th International Conference on Independent Compon MAR 05-08, 2006 Charleston, Charleston 2006
  • Sparse nonnegative matrix factorization applied to microarray data sets
    Author-s: Stadlthanner, K; Theis, FJ; Lang, EW; Tome, AM; Puntonet, CG; Vilda, PG; Langmann, T; Schmitz, G
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION, PROCEEDINGS 3889 254 261 6th International Conference on Independent Compon MAR 05-08, 2006 Charleston, Charleston 2006
  • On the performance of a HOS-based ICA algorithm in BSS of acoustic emission signals
    Author-s: Puntonet, CG; de-la-Rosa, JJG; Lloret, I; Gorriz, JM
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION, PROCEEDINGS 3889 400 405 6th International Conference on Independent Compon MAR 05-08, 2006 Charleston, Charleston 2006
  • Robust preprocessing of gene expression microarrays for independent component analysis
    Author-s: Vilda, PG; Diaz, F; Martinez, R; Malutan, R; Rodellar, V; Puntonet, CG
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION, PROCEEDINGS 3889 714 721 6th International Conference on Independent Compon MAR 05-08, 2006 Charleston, Charleston 2006
  • Noise subspace fuzzy C-means clustering for robust speech recognition
    Author-s: Gorriz, JM; Ramirez, J; Segura, JC; Puntonet, CG; Gonzalez, JJ
    Source: COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006, PT 5 3984 772 779 International Conference on Computational Science MAY 08-AUG 11, 2003 Glasgow, Glasgow 2006
  • A genetic algorithm for solving BSS-ICA
    Author-s: Gorriz, J. M.; Puntonet, C. G.
    Source: APPLIED SOFT COMPUTING TECHNOLOGIES: THE CHALLENGE OF COMPLEXITY 34 389 398 9th Online Conference on Soft Computing in Industr SEP 20-OCT 08, 2004 ELECTR NETWORK 2006
  • Independent Component Analysis applied to Voice Activity Detection
    Author-s: Gorriz, J. M.; Ramirez, J.; Puntonet, C. G.; Lang, E. W.; Stadlthanner, K.
    Source: COMPUTATIONAL SCIENCE - ICCS 2006, PT 1, PROCEEDINGS 3991 234 241 6th International Conference on Computational Scie MAY 28-31, 2006 Reading, Reading 2006
  • Third-order spectral characterization of termite!s emission track
    Author-s: Gonzalez de-la-Rosa, Juan-Jose; Lloret, I.; Puntonet, Carlos G.; Moreno, A.; Gorriz, J. M.
    Source: COMPUTATIONAL SCIENCE - ICCS 2006, PT 1, PROCEEDINGS 3991 316 323 6th International Conference on Computational Scie MAY 28-31, 2006 Reading, Reading 2006
  • Speech event detection using support vector machines
    Author-s: Yelamos, P.; Ramirez, J.; Gorriz, J. M.; Puntonet, C. G.; Segura, J. C.
    Source: COMPUTATIONAL SCIENCE - ICCS 2006, PT 1, PROCEEDINGS 3991 356 363 6th International Conference on Computational Scie MAY 28-31, 2006 Reading, Reading 2006
  • C-means clustering applied to speech discrimination
    Author-s: Gorriz, J. M.; Ramirez, J.; Turias, I.; Puntonet, C. G.; Gonzalez, J.; Lang, E. W.
    Source: COMPUTATIONAL SCIENCE - ICCS 2006, PT 1, PROCEEDINGS 3991 649 656 6th International Conference on Computational Scie MAY 28-31, 2006 Reading, Reading 2006
  • SVM-enabled voice activity detection
    Author-s: Ramirez, Javier; Yelamos, Pablo; Gorriz, Juan Manuel; Puntonet, Carlos G.; Segura, Jose C.
    Source: ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 2, PROCEEDINGS 3972 676 681 3rd International Symposium on Neural Networks (IS MAY 28-31, 2006 Chengdu, Chengdu 2006
  • Two ICA algorithms applied to BSS in non-destructive vibratory tests
    Author-s: Gonzalez de-la-Rosa, Juan-Jose; Puntonet, Carlos G.; Piotrkowski, R.; Lloret, I.; Gorriz, Juan-Manuel
    Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 2 4132 221 229 16th International Conference on Artificial Neural SEP 10-14, 2006 Athens, Athens 2006
  • Region of interest based independent component analysis
    Author-s: Keck, Ingo R.; Churan, Jan; Theis, Fabian J.; Gruber, Peter; Lang, Elmar W.; Puntonet, Carlos G.
    Source: NEURAL INFORMATION PROCESSING, PT 1, PROCEEDINGS 4232 1048 1057 13th International Conference on Neural Informatio OCT 03-06, 2006 Hong Kong, Hong Kong 2006
  • Comparison of two ICA algorithms in BSS applied to non-destructive vibratory tests
    Author-s: Gonzalez de-la-Rosa, Juan-Jose; Puntonet, Carlos G.; Piotrkowski, Rosa; Moreno, Antonio; Gorriz, Juan-Manuel
    Source: SIMULATED EVOLUTION AND LEARNING, PROCEEDINGS 4247 750 755 6th International Conference on Simulated Evolutio OCT 15-18, 2006 Univ Sci & Technol China, Univ Sci & Technol China, Univ Sci & Technol China 2006
  • Wide-band transducers and higher-order spectral characterization of low-level ultra-sounds in wood
    Author-s: Gonzalez De la Rosa, J. J.; Lloret, I.; Puntonet, Carlos G.; Gorriz, J. M.
    Source: 2006 IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP PROCEEDINGS, VOLS 1 AND 2 667 671 4th IEEE Sensor Array and Multichannel Signal Proc JUL 12-14, 2006 Waltham, Waltham 2006
  • Effective speech/pause discrimination using an integrated bispectrum likelihood ratio test
    Author-s: Gorriz, J. M.; Ramirez, J.; Segura, J. C.; Puntonet, C. G.; Garcia, L.
    Source: 2006 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-13 801 804 31st IEEE International Conference on Acoustics, S MAY 14-19, 2006 Toulouse, Toulouse 2006
  • AutoAssign - An automatic assignment tool for independent components
    Author-s: Bohm, M; Stadlthanner, K; Tome, AM; Gruber, P; Teixeira, AR; Theis, FJ; Puntonet, CG; Lang, EW
    Source: PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 2, PROCEEDINGS 3523 75 82 2nd Iberian Conference on Pattern Recongnition and JUN 07-09, 2005 Estoril, Estoril 2005
  • Guided GA-ICA algorithms
    Author-s: Gorriz, JM; Puntonet, CG; Gomez, AM; Pernia, O
    Source: ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS 3496 943 948 2nd International Symposium on Neural Networks MAY 30-JUN 01, 2005 Chongqing, Chongqing 2005
  • Extended sparse nonnegative matrix factorization
    Author-s: Stadlthanner, K; Theis, FJ; Puntonet, CG; Lang, EW
    Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 249 256 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
  • Matched filter as pre-processing tool for multi-user detection in DS-CDMA system
    Author-s: Chakkor, O; Puntonet, CG; Pino, B; Gorriz, JM
    Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 845 849 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
  • Robust processing of microarray data by independent component analysis
    Author-s: Diaz, F; Malutan, R; Gomez, P; Rodellar, V; Puntonet, CG
    Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 1051 1058 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
  • Clustering of signals using incomplete independent component analysis
    Author-s: Keck, IR; Lang, EW; Nassabay, S; Puntonet, CG
    Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 1067 1074 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
  • A hybridization of simulated annealing and local PCA for automatic component assignment within ICA
    Author-s: Bohm, M; Stadlthanner, K; Lang, EW; Tome, AM; Teixeira, AR; Theis, FJ; Puntonet, CG
    Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 1075 1082 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
  • Convergence analysis of a GA-ICA algorithm
    Author-s: Gorriz, JM; Puntonet, CG; Rojas, F; Medialdea, EG
    Source: ARTIFICIAL INTELLIGENCE AND KNOWLEDGE ENGINEERING APPLICATIONS: A BIOINSPIRED APPROACH, PT 2, PROCEE 3562 54 62 1st International Work-Conference on the Interplay JUN 15-18, 2005 Las Palmas, Las Palmas 2005
  • A new approach to clustering and object detection with independent component analysis
    Author-s: Keck, IR; Nassabay, S; Puntonet, CG; Lang, EW
    Source: ARTIFICIAL INTELLIGENCE AND KNOWLEDGE ENGINEERING APPLICATIONS: A BIOINSPIRED APPROACH, PT 2, PROCEE 3562 558 566 1st International Work-Conference on the Interplay JUN 15-18, 2005 Las Palmas, Las Palmas 2005
  • On the connection between the human visual system and independent component analysis
    Author-s: Hornillo-Mellado, S; Martin-Clemente, R; Puntonet, CG; Acha, JI
    Source: ARTIFICIAL INTELLIGENCE AND KNOWLEDGE ENGINEERING APPLICATIONS: A BIOINSPIRED APPROACH, PT 2, PROCEE 3562 594 603 1st International Work-Conference on the Interplay JUN 15-18, 2005 Las Palmas, Las Palmas 2005
  • Simulated annealing based-GA using injective contrast functions for BSS
    Author-s: Gorriz, JM; Puntonet, CG; Morales, JD; delaRosa, JJ
    Source: COMPUTATIONAL SCIENCE - ICCS 2005, PT 1, PROCEEDINGS 3514 585 592 5th International Conference on Computational Scie MAY 22-25, 2005 Atlanta, Atlanta 2005
  • Wavelets and wavelet packets applied to termite detection
    Author-s: de-la-Rosa, JJG; Puntonet, CG; Galiana, IL; Gorriz, JM
    Source: COMPUTATIONAL SCIENCE - ICCS 2005, PT 1, PROCEEDINGS 3514 900 907 5th International Conference on Computational Scie MAY 22-25, 2005 Atlanta, Atlanta 2005
  • GA-ICA algorithms applied to image processing
    Author-s: Gorriz, JM; Puntonet, CC
    Source: Soft Computing as Transdisciplinary Science and Technology 1269 1277 4th IEEE International Workshop on Soft Computing 2005 Muroran Inst Technol, Muroran Inst Technol, Muroran Inst Technol 2005
  • Bispectrum-based statistical tests for VAD
    Author-s: Gorriz, JM; Ramirez, J; Puntonet, CG; Theis, F; Lang, EW
    Source: ARTIFICIAL NEURAL NETWORKS: FORMAL MODELS AND THEIR APPLICATIONS - ICANN 2005, PT 2, PROCEEDINGS 3697 541 546 15th International Conference on Artificial Neural SEP 11-15, 2005 Warsaw, Warsaw 2005
  • Assessing the performance of several fitness functions in a genetic algorithm for nonlinear separation of sources
    Author-s: Rojas, F; Puntonet, CG; Gorriz, JM; Valenzuela, O
    Source: ADVANCES IN NATURAL COMPUTATION, PT 3, PROCEEDINGS 3612 863 872 1st International Conference on Natural Computatio AUG 27-29, 2005 Changsha, Changsha 2005
  • Recognition of insect emissions applying the discrete wavelet transform
    Author-s: Puntonet, CG; De-la-Rosa, JJG; Galiana, IL; Gorriz, JM
    Source: PATTERN RECOGNITION AND DATA MINING, PT 1, PROCEEDINGS 3686 505 513 3rd International Conference on Advances in Patter AUG 22-25, 2005 Bath, Bath 2005
  • Hybridizing sparse component analysis with genetic algorithms for blind source separation
    Author-s: Stadlthanner, K; Theis, FJ; Puntonet, CG; Gorriz, JM; Tome, AM; Lang, EW
    Source: BIOLOGICAL AND MEDICAL DATA ANALYSIS, PROCEEDINGS 3745 137 148 6th International Symposium on Biological and Medi NOV 10-11, 2005 Aveiro, Aveiro 2005
  • Maximum entropy guide for BSS
    Author-s: Gorriz, JM; Puntonet, CG; Medialdea, EG; Rojas, F
    Source: Bayesian Inference and Maximum Entropy Methods in Science and Engineering 803 282 289 25th International Workshop on Bayesian Inference AUG 07-12, 2005 San Jose, San Jose 2005
  • An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis
    Author-s: Bohm, M; Stadlthanner, K; Lang, EW; Theis, FJ; Gruber, P; Tome, AM; Teixeira, AR; Puntonet, CG
    Source: Proceedings of the International Joint Conference on Neural Networks (IJCNN), Vols 1-5 2463 2468 IEEE International Joint Conference on Neural Netw JUL 31-AUG 04, 2005 Montreal, Montreal 2005
  • Bispectrum estimators for voice activity detection and speech recognition
    Author-s: Gorriz, JM; Puntonet, CG; Ramirez, J; Segura, JC
    Source: NONLINEAR ANALYSES AND ALGORITHMS FOR SPEECH PROCESSING 3817 174 185 International Conference on Non-Linear Speech Proc APR 19-22, 2005 Barcelona, Barcelona 2005
  • Bispectrum estimators for voice activity detection and speech recognition
    Author-s: Gorriz, JM; Puntonet, CG; Ramirez, J; Segura, JC
    Source: NONLINEAR ANALYSES AND ALGORITHMS FOR SPEECH PROCESSING 3817 174 185 International Conference on Non-Linear Speech Proc APR 19-22, 2005 Barcelona, Barcelona 2005
  • Wavelets transforms applied to termite detection
    Author-s: De la Rosa, J. J. G.; Lloret, I.; Puntonet, C. G.; Gorriz, J. M.
    Source: 2005 IEEE INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATIONS 584 587 3rd IEEE Intelligent Data Acquisition and Advanced SEP 05-07, 2005 Sofia, Sofia 2005
  • Online algorithm for time series prediction based on support vector machine philosophy
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M
    Source: COMPUTATIONAL SCIENCE - ICCS 2004, PT 2, PROCEEDINGS 3037 50 57 4th International Conference on Computational Scie JUN 06-09, 2004 Krakow, Krakow 2004
  • A genetic exploration of dynamic load balancing algorithms
    Author-s: Aldasht, M; Ortega, J; Puntonet, CG; Diaz, AF
    Source: CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2 1158 1163 Congress on Evolutionary Computation (CEC 2004) JUN 19-23, 2004 Portland, Portland 2004
  • Using confidence interval of a regularization network
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; Martin-Clemente, R; Hornillo-Mellado, S
    Source: MELECON 2004: PROCEEDINGS OF THE 12TH IEEE MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, VOLS 1-3 343 346 12th IEEE Mediterranean Electrotechnical Conferenc MAY 12-15, 2004 Dubrovnik, Dubrovnik 2004
  • New Eigensystem-based method for blind source separation
    Author-s: Martin-Clemente, R; Hornillo-Mellado, S; Puntonet, CG; Acha, JI
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION 3195 33 40 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2004
  • Theoretical method for solving BSS-ICA using SVM
    Author-s: Puntonet, CG; Gorriz, JM; Salmeron, M; Hornillo-Mellado, S
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION 3195 256 262 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2004
  • Geometrical ICA-based method for mind separation of super-Gaussian signals
    Author-s: Rodriguez-Alvarez, M; Ruiz, FR; Martin-Clemente, R; Ruiz, IR; Puntonet, CG
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION 3195 350 357 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2004
  • Hybridizing genetic algorithms with ICA in higher dimension
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; Ruiz, FR
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION 3195 414 421 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2004
  • Characterization of the sources in convolutive mixtures: A cumulant-based approach
    Author-s: Hornillo-Mellado, S; Puntonet, CG; Martin-Clemente, R; Rodriguez-Alvarez, M; Gorriz, JM
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION 3195 586 593 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2004
  • Mugging an histogram-based contrast function on a genetic algorithm for solving PostNonLinear-BSS
    Author-s: Ruiz, FR; Puntonet, CG; Ruiz, IR; Rodriguez-Alvarez, M; Gorriz, JM
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION 3195 758 765 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2004
  • Tree-dependent and topographic independent component analysis for fMRI analysis
    Author-s: Meyer-Base, A; Theis, FJ; Lange, O; Puntonet, CG
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION 3195 782 789 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2004
  • 3D spatial analysis of fMRI data on a word perception task
    Author-s: Keck, IR; Theis, FJ; Gruber, P; Lang, EW; Specht, K; Puntonet, CG
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION 3195 977 984 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2004
  • Denoising using local ICA and a generalized eigendecomposition with time-delayed signals
    Author-s: Gruber, P; Stadlthanner, K; Tome, AM; Teixeira, AR; Theis, FJ; Puntonet, CG; Lang, EW
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION 3195 993 1000 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2004
  • An application of ICA to identify vibratory low-level signals generated by termites
    Author-s: de la Rosa, JJG; Puntonet, CG; Gorriz, JM; Lloret, I
    Source: INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION 3195 1126 1133 5th International Conference on Independent Compon SEP 22-24, 2004 Granada, Granada 2004
  • Kernel-PCA denoising of artifact-free protein NMR spectra
    Author-s: Stadlthanner, K; Lang, EW; Gruber, P; Theis, FJ; Tome, AM; Teixeira, AR; Puntonet, CG
    Source: 2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS 1959 1964 IEEE International Joint Conference on Neural Netw JUL 25-29, 2004 Budapest, Budapest 2004
  • 3D spatial analysis of fMRI data - A comparison of ICA and GLM analysis on a word perception task
    Author-s: Keck, IR; Theis, FJ; Gruber, P; Lang, EW; Specht, K; Puntonet, CG
    Source: 2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS 2495 2499 IEEE International Joint Conference on Neural Netw JUL 25-29, 2004 Budapest, Budapest 2004
  • Genetic algorithms for solving SVM-ICA
    Author-s: Gorriz, JM; Puntonet, CG
    Source: BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING 735 371 378 24th International Workshop on Bayesian Inference JUL 25-30, 2004 Max Planck Inst Plasmaphys, Max Planck Inst Plasmaphys, Max Planck Inst Plasmaphys 2004
  • Application of independent component analysis to edge detection
    Author-s: Hornillo-Mellado, S; Martin-Clemente, R; Acha, JI; Puntonet, CG
    Source: Intelligent Automations and Control: Trends Principles, and Applications, Vol 16 16 75 80 5th International Symposium on Intelligent Automat JUN 28-JUL 01, 2004 Seville, Seville 2004
  • Genetic algorithms in parallel neural networks
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; Rojas, I; Martin-Clemente, R
    Source: Soft Computing with Industrial Applications, Vol 17 17 7 12 5th International Symposium on Soft Computing for JUN 28-JUL 01, 2004 Seville, Seville 2004
  • Skin lesions diagnosis based on fluorescence image processing: Simple parameters scanning
    Author-s: Ros, E; Rodriguez, MM; Mota, S; Bernier, JL; Rojas, I; Puntonet, CG; Lang, EW
    Source: PATTERN RECOGNITION AND IMAGE ANALYSIS, PROCEEDINGS 2652 858 867 1st Iberian Conference on Pattern Recognition and JUN 04-06, 2003 UNIV ILLES BALEARS, DEPT CIENCIES MATH & INFORMAT, UNIV ILLES BALEARS, DEPT CIENCIES MATH & INFORMAT 2003
  • Adaptive and heuristic approaches for nonlinear source separation
    Author-s: Rojas, F; Alvarez, MR; Salmeron, M; Puntonet, CG; Martin-Clemente, R
    Source: PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4 720 725 International Joint Conference on Neural Networks JUL 20-24, 2003 PORTLAND, PORTLAND 2003
  • Neural net with two hidden layers for non-linear blind source separation
    Author-s: Martin-Clemente, R; Hornillo-Mellado, S; Acha, JI; Puntonet, CG
    Source: PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4 726 731 International Joint Conference on Neural Networks JUL 20-24, 2003 PORTLAND, PORTLAND 2003
  • SOMICA - An application of self-organizing maps to geometric independent component analysis
    Author-s: Theis, FJ; Puntonet, CG; Lang, EW
    Source: PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4 1318 1323 International Joint Conference on Neural Networks JUL 20-24, 2003 PORTLAND, PORTLAND 2003
  • Evolutionary algorithm using mutual information for independent component analysis
    Author-s: Rojas, F; Puntonet, CG; Alvarez, MR; Rojas, I
    Source: ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II 2687 233 240 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
  • An improved geometric overcomplete blind source separation algorithm
    Author-s: Theis, FJ; Puntonet, CG; Lang, EW
    Source: ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II 2687 265 272 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
  • Application of independent component analysis to edge detection and watermarking
    Author-s: Hornillo-Mellado, S; Martin-Clemente, R; Acha, JI; Puntonet, CG
    Source: ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II 2687 273 280 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
  • Parallel computation of an adaptive optimal RBF network predictor
    Author-s: Salmeron, M; Ortega, J; Puntonet, CG; Damas, M
    Source: ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II 2687 425 432 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
  • New method for filtered ICA signals applied to volatile time series
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; Ortega, J
    Source: ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II 2687 433 440 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
  • Independent Component Analysis evolution based method for nonlinear speech processing
    Author-s: Rojas, F; Puntonet, CG; Rojas, I; Ortega, J
    Source: ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II 2687 679 686 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
  • Generalizing geometric ICA to nonlinear settings
    Author-s: Theis, FJ; Puntonet, CG; Lang, EW
    Source: ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II 2687 687 694 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
  • An adaptive approach to blind source separation using a self-organzing map and a neural gas
    Author-s: Theis, FJ; Alvarez, MR; Puntonet, CG; Lang, EW
    Source: ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II 2687 695 702 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
  • New model for time-series forecasting using RBFs and exogenous data
    Author-s: Gorriz, JM; Puntonet, CG; de la Rosa, JJG; Salmeron, M
    Source: INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS 3 12 3rd International Conference on Intelligent System AUG 10-13, 2003 OKLAHOMA STATE UNIV, COLL ARTS & SCI, OKLAHOMA STATE UNIV, COLL ARTS & SCI, OKLAHOMA STATE UNIV, COL 2003
  • New geometric ICA approach for blind source separation
    Author-s: Rodriguez-Alvarez, A; Rojas, F; Puntonet, CG; Theis, F; Lang, E; Clemente, RM
    Source: INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS 293 302 3rd International Conference on Intelligent System AUG 10-13, 2003 OKLAHOMA STATE UNIV, COLL ARTS & SCI, OKLAHOMA STATE UNIV, COLL ARTS & SCI, OKLAHOMA STATE UNIV, COL 2003
  • Time series prediction using ICA algorithms
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; Lang, EW
    Source: IDAACS!2003: PROCEEDINGS OF THE SECOND IEEE INTERNATIONAL WORKSHOP ON INTELLIGENT DATA ACQUISITION A 226 230 2nd IEEE International Workshop on Intelligent Dat SEP 08-10, 2003 LVIV, LVIV 2003
  • Genetic Algorithm approach to nonlinear blind source separation
    Author-s: Rojas, F; Puntonet, CG; Rojas, I; Ortega, J; Prieto, A
    Source: CEC!02: PROCEEDINGS OF THE 2002 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2 1098 1102 IEEE World Congress on Computational Intelligence MAY 12-17, 2002 HONOLULU, HONOLULU 2002
  • SSA, SVD, QR-cp, and RBF model reduction
    Author-s: Salmeron, M; Ortega, J; Puntonet, CG; Prieto, A; Rojas, I
    Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2002 2415 589 594 12th International Conference on Artifical Neural AUG 28-30, 2002 MADRID, MADRID 2002
  • Overcomplete ICA with a geometric algorithm
    Author-s: Theis, FJ; Lang, EW; Westenhuber, T; Puntonet, CG
    Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2002 2415 1049 1054 12th International Conference on Artifical Neural AUG 28-30, 2002 MADRID, MADRID 2002
  • Applying neural networks and genetic algorithms to the separation of sources
    Author-s: Rojas, F; Alvarez, MR; Puntonet, CG; Martin-Clemente, R
    Source: ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2002, PROCEEDINGS 2527 420 429 8th Ibero-American Conference on Artifical Intelli NOV 12-15, 2002 SEVILLE, SEVILLE 2002
  • Blind Separation of sources by differentiating the output cumulants and using Newton!s method
    Author-s: Martin-Clemente, R; Acha, JI; Puntonet, CG
    Source: ARTIFICIAL NEURAL NETWORKS-ICANN 2001, PROCEEDINGS 2130 521 526 International Conference on Artificial Neural Netw AUG 21-25, 2001 VIENNA UNIV TECHNOL, VIENNA UNIV TECHNOL, VIENNA UNIV TECHNOL 2001
  • Separation of speech signals for nonlinear mixtures
    Author-s: Puntonet, CG; Alvarez, MR; Prieto, A; Prieto, B
    Source: ENGINEERING APPLICATIONS OF BIO-INSPIRED ARTIFICIAL NEURAL NETWORKS, VOL II 1607 665 673 5th International Work-Conference on Artificial an JUN 02-04, 1999 ALICANTE, ALICANTE 1999
  • On-line optimization of radial basis function networks with orthogonal techniques
    Author-s: Salmeron, M; Ortega, J; Puntonet, CG
    Source: FOUNDATIONS AND TOOLS FOR NEURAL MODELING, PROCEEDINGS, VOL I 1606 467 477 5th International Work-Conference on Artificial an JUN 02-04, 1999 ALICANTE, ALICANTE 1999
  • A competitive neural network for blind separation of sources based on geometric properties
    Author-s: Prieto, A; Puntonet, CG; Prieto, B; Rodriguez-Alvarez, M
    Source: BIOLOGICAL AND ARTIFICIAL COMPUTATION: FROM NEUROSCIENCE TO TECHNOLOGY 1240 1095 1106 4th International Work-Conference on Artificial Ne JUN 04-06, 1997 LANZAROTE, LANZAROTE 1997
  • Modified Boltzmann machine for an efficient distributed implementation
    Author-s: Ortega, J; Parrilla, L; Prieto, A; Lloris, A; Puntonet, CG
    Source: BIOLOGICAL AND ARTIFICIAL COMPUTATION: FROM NEUROSCIENCE TO TECHNOLOGY 1240 1221 1232 4th International Work-Conference on Artificial Ne JUN 04-06, 1997 LANZAROTE, LANZAROTE 1997
  • A geometrical based procedure for source separation mapped to a neural network
    Author-s: Puntonet, CG; Alvarez, MR; Prieto, A
    Source: FROM NATURAL TO ARTIFICIAL NEURAL COMPUTATION 930 898 905 International Workshop on Artificial Neural Networ JUN 07-09, 1995 MALAGA-TORREMOLINOS, MALAGA-TORREMOLINOS 1995

Book chapters in ISI

  • Practical Consideration for ICA
    Author-s: Chakkor, Otman; Mohammed, Essaaidi; Garcia Puntonet, Carlos; Zbitou, Jamal
    Source: 2012 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS) 73 76 International Conference on Multimedia Computing a MAY 10-12, 2012 Tangiers, Tangiers 2012
  • MACHINE LEARNING TECHNIQUES TO IDENTIFY MARKER GENES FOR DIAGNOSTIC CLASSIFICATION OF MICROARRAYS
    Author-s: Lang, E. W.; Schachtner, R.; Herold, D.; Lutter, D.; Knollmueller, Ph.; Theis, F.; Tome, A. M.; Gomez Vilda, P.; Puntonet, C. G.; Gorriz-Saez, J. M.; Schmitz, G.; Stetter, M.
    Source: MACHINE LEARNING RESEARCH PROGRESS 107 176 2010
  • Higher-order cumulants for termite!s activity detection in the time domain
    Author-s: Gonzalez de-la-Rosa, Juan-Jose; Munoz, Antonio Moreno; Puntonet, Carlos G.
    Source: 2008 IEEE SENSORS APPLICATIONS SYMPOSIUM 57 62 3rd IEEE Sensors Applications Symposium FEB 12-14, 2008 Atlanta, Atlanta 2008
  • Higher-order spectral characterization of termite emissions using acoustic emission probes
    Author-s: Jose Gonzalez De la Rosa, Juan; Lloret, I.; Moreno, A.; Puntonet, Carlos G.; Gorriz, J. M.
    Source: 2007 IEEE Sensors Applications Symposium 197 202 2nd IEEE Sensors Applications Symposium FEB 06-08, 2007 San Diego, San Diego 2007
  • Noisy image processing using the independent component analysis algorithm AMUSE
    Author-s: Nassabay, Salua; Keck, Ingo R.; Puntonet, Carlos G.; Gorriz, Juan M.; de Inestroaa, J. Perez; Clemente, Ruben M.
    Source: Artificial Neural Networks and Intelligent Information Processing, Proceedings 83 90 3rd International Workshop on Artificial Neural Ne MAY, 2007 Angers, Angers 2007
  • Characterization and classification of electrical transients using higher-order statistics and neural networks
    Author-s: de-la-Rosa, Juan-Jose Gonzalez; Moreno Munoz, Antonio; Luque, A.; Puntonet, C. G.
    Source: 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applica 29 32 IEEE International Conference on Computational Int JUN 27-29, 2007 Ostuni, Ostuni 2007
  • A practical review on higher-order statistics interpretation. Application to electrical transients characterization
    Author-s: Jose Gonzalez de la Rosa, Juan; Moreno, Antonio; Puntonet, Carlos G.
    Source: PROCEEDINGS OF THE 5TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS 224 229 5th International Symposium on Image and Signal Pr SEP 27-29, 2007 Istanbul, Istanbul 2007
  • Modeling and simulation of a container gantry crane cabin!s operation with Simulink
    Author-s: Gonzalez De la Rosa, Juan Jose; Torres, J. A. Carmona; Puntonet, Carlos G.; Gorriz, J. M.
    Source: EUROCON 2007: THE INTERNATIONAL CONFERENCE ON COMPUTER AS A TOOL, VOLS 1-6 265 268 International Conference on Computer as a Tool (EU SEP 09-12, 2007 Warsaw, Warsaw 2007
  • Termites! emissions enhancement using multilevel wavelet decomposition structure
    Author-s: De la Rosa, Juan Jose Gonzalez; Puntonet, Carlos G.
    Source: EUROCON 2007: THE INTERNATIONAL CONFERENCE ON COMPUTER AS A TOOL, VOLS 1-6 1152 1154 International Conference on Computer as a Tool (EU SEP 09-12, 2007 Warsaw, Warsaw 2007
  • Model-free region of interest base fMRI data
    Author-s: Keck, I. R.; Theis, F. J.; Gruber, P.; Lang, E. W.; Churan, J.; Puntonet, C. G.
    Source: Circuits and Systems for Signal Processing , Information and Communication Technologies, and Power S 478 481 13th IEEE Mediterranean Electrotechnical Conferenc MAY 16-19, 2006 Benalmadena, Benalmadena 2006
  • Higher-order spectra and independent component analysis used for identification and SNR enhancement of acoustic emission signals
    Author-s: Gonzalez De la Rosa, JuanJo; Lloret, I.; Moreno, A.; Piotrkowski, R.; Ruzzante, J.; Puntonet, Carlos G.; Gorriz, J. M.
    Source: Circuits and Systems for Signal Processing , Information and Communication Technologies, and Power S 490 493 13th IEEE Mediterranean Electrotechnical Conferenc MAY 16-19, 2006 Benalmadena, Benalmadena 2006
  • Frequency calibrations with conventional time interval counters via GPS traceability
    Author-s: Gonzalez de la Rosa, Juan Jose; Lloret, I.; Puntonet, Carlos Garcia; Gorriz, J. M.; Moreno, A.; Linan, M.; Pallares, V.
    Source: ICEIS 2006: Proceedings of the Eighth International Conference on Enterprise Information Systems 189 195 8th International Conference on Enterprise Informa MAY 23-27, 2006 Paphos, Paphos 2006
  • An Efficient Bispectrum Phase Entropy-based Algorithm for VAD
    Author-s: Gorriz, J. M.; Ramirez, J.; Puntonet, C. G.; Segura, J. C.
    Source: INTERSPEECH 2006 AND 9TH INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING, VOLS 1-5 2322 2325 9th International Conference on Spoken Language Pr 2006 Pittsburgh, Pittsburgh 2006
  • Parallelization of time series forecasting model
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; Martin-Clemente, R
    Source: 12TH EUROMICRO CONFERENCE ON PARALLEL, DISTRIBUTED AND NETWORK-BASED PROCESSING, PROCEEDINGS 103 110 12th Euromicro Conference on Parallel, Distributed FEB 11-13, 2004 Coruna, Coruna 2004
  • Meta-heuristics hybridizing independent component analysis with genetic algorithms
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; Lang, E
    Source: ICECS 2004: 11th IEEE International Conference on Electronics, Circuits and Systems 523 526 11th IEEE International Conference on Electronics, DEC 13-15, 2004 Tel Aviv, Tel Aviv 2004
  • Classification of skin lesions by fluorescence diagnosis and independent component analysis
    Author-s: Stockmeier, HG; Baumler, W; Szeimies, RM; Theis, FJ; Lang, EW; Puntonet, CG
    Source: Proceedings of the Second IASTED International Conference on Biomedical Engineering 201 204 2nd IASTED International Conference on Biomedical FEB 16-18, 2004 Innsbruck, Innsbruck 2004
  • Preprocessing time series with ICA and Savitzky-Golay filtering
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M
    Source: Proceedings of the Second IASTED International Conference on Neural Networks and Computational Intel 48 53 2nd IASTED International Conference on Neural Netw FEB 23-25, 2004 Grindelwald, Grindelwald 2004
  • Hybrid techniques for improving ICA algorithms
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M
    Source: Proceedings of the IASTED International Conference on Applied Simulation and Modelling 102 107 IASTED International Conference on Applied Simulat JUN 28-30, 2004 Rhodes, Rhodes 2004
  • Times series prediction using ICA algorithms and VC theory
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; Rojas, F
    Source: Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, Vols 409 414 IASTED International Conference on Artificial Inte FEB 16-18, 2004 Innsbruck, Innsbruck 2004
  • Modelling time series with exogenous information
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; Ortega, J
    Source: Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, Vols 459 464 IASTED International Conference on Artificial Inte FEB 16-18, 2004 Innsbruck, Innsbruck 2004
  • Times series prediction using ICA algorithms vs. parallel neural networks
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; Lang, EW
    Source: Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, Vols 465 470 IASTED International Conference on Artificial Inte FEB 16-18, 2004 Innsbruck, Innsbruck 2004
  • Hybrid ICA-ANN model applied to volatile time series forecasting
    Author-s: Gorriz, JM; Puntonet, CG; Salmeron, M; Lang, EW
    Source: Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, Vols 688 693 IASTED International Conference on Artificial Inte FEB 16-18, 2004 Innsbruck, Innsbruck 2004
  • On-line adaptive fuzzy controller: Application to Helicopter stabilization of the altitude of a helicopter.
    Author-s: Rojas, I; Pomares, H; Puntonet, CG; Rojas, F; Rodriguez, M; Valenzuela, O
    Source: CIMSA!03: 2003 IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR MEASUREMENT SYSTEMS AN 119 123 IEEE International Symposium on Computational Inte JUL 29-31, 2003 UNIV SVIZZERA ITALIANA, UNIV SVIZZERA ITALIANA, UNIV SVIZZERA ITALIANA 2003
  • Blind source separation of speech signals based on an ICA geometric procedure
    Author-s: Rodriguez-Alvarez, M; Rojas, F; Salmeron, M; Rojas, I; Ros, E; Puntonet, CG
    Source: PROCEEDINGS EC-VIP-MC 2003, VOLS 1 AND 2 631 636 4th EURASIP Conference on Video, Image Processing JUL 02-05, 2003 ZAGREB, ZAGREB 2003
  • Blind separation of speech signals based on a lattice-ica geometric procedure
    Author-s: Rodriguez-Alvarez, M; Rojas, F; Puntonet, CG; Mansour, A
    Source: 7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL IV, PROCEEDINGS 424 428 7th World Multiconference on Systemics, Cybernetic JUL 27-30, 2003 ORLANDO, ORLANDO 2003
  • Adaptive signal analysis of immunological data
    Author-s: Theis, FJ; Hartl, D; Krauss-Etschmann, S; Puntonet, C; Lang, EW
    Source: FUSION 2003: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE OF INFORMATION FUSION, VOLS 1 AND 2 1063 1069 6th International Conference on Information Fusion JUL 08-11, 2003 Cairns, Cairns 2003
  • A new ICA method based on a lattice of the observation space
    Author-s: Alvarez, MR; Rojas, F; Puntonet, CG; Theis, F; Lang, EW
    Source: FUSION 2003: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE OF INFORMATION FUSION, VOLS 1 AND 2 1416 -1 6th International Conference on Information Fusion JUL 08-11, 2003 Cairns, Cairns 2003
  • SOMICA and geometric ICA
    Author-s: Theis, FJ; Puntonet, CG; Lang, EW
    Source: FUSION 2003: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE OF INFORMATION FUSION, VOLS 1 AND 2 1457 1464 6th International Conference on Information Fusion JUL 08-11, 2003 Cairns, Cairns 2003
  • A simple ICA algorithm based on geometrical approach.
    Author-s: Mansour, A; Puntonet, CG; Ohnishi, N
    Source: ISSPA 2001: SIXTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOLS 1 AND 2, P 9 12 6th International Symposium on Signal Processing a AUG 13-16, 2001 KUALA LUMPUR, KUALA LUMPUR 2001
  • New geometrical approach for blind separation of sources mapped to a neural network
    Author-s: Puntonet, CG; Prieto, A; Ortega, J
    Source: INTERNATIONAL WORKSHOP ON NEURAL NETWORKS FOR IDENTIFICATION, CONTROL, ROBOTICS, AND SIGNAL/IMAGE PR 174 182 International Workshop on Neural Networks for Iden AUG 21-23, 1996 VENICE, VENICE 1996

National Projects

  • NUEVOS AVANCES EN PROCESAMIENTO Y SEPARACION DE SEÑALES PARA APLICACIONES EN BIOMEDICINA Y COMUNICACIONES
    Principal Investigator: Carlos García Puntonet
    Reference: TEC2007-68030-C02-01
    Start date: 2007-01-10
    End date: 2010-12-31
    Research Group: TIC-117
    Amount to UGR: 83490.00
    Funding Agency: Ministerio de Educación y Ciencia
    Program: Proyectos nacionales de investigación (MEC)
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Patents and protected results

  • Sistema de separación ciega de señales
    Inventors: Carlos García Puntonet
    Reference: P9600979
    Priority date: 1999-01-04
    Patent exploitation: ninguna
    Applicant: Universidad de Granada
    Research group: TIC-117
    Scope: nacional

Doctoral Dissertations supervised

  • Sistema para Separación de Señales en Tiempo Real basado en DSP
    Author: Juan Carlos Moreno Comba
    Institution: Arquitectura y Tecnología de Computadores (UGR),
    Dissertation date: 2012-10-26
    Supervision: Carlos García Puntonet, Antonio Francisco Díaz García
  • Análisis en Componentes de Imágenes Funcionales para la Ayuda al Diagnóstico de la Enfermedad del Alzheimer
    Author: Ignacio Álvarez Illán
    Institution: Arquitectura y Tecnología de Computadores (UGR),
    Dissertation date: 2010-07-10
    Supervision: Juan Manuel Górriz Sáez, Javier Ramírez Pérez de Inestrosa, Carlos García Puntonet
  • Estudio Comparativo de la Técnica de Análisis de Componentes Independientes (Ica) Aplicado al Procesamiento Digital de Imágenes Con Ruido.
    Author: Salua Esther Nassabay Pardo
    Institution: Arquitectura y Tecnología de Computadores (UGR),
    Dissertation date: 2007-03-02
    Supervision: Carlos García Puntonet, Rubén Martín Clemente
  • Nuevos Avances en detección de Actividad de Voz Mediante Estadísticos de Alto Orden y Estrategias de Optimización
    Author: Juan Manuel Górriz Sáez
    Institution: Arquitectura y Tecnología de Computadores (UGR), Teoría de la Señal, Telemática y Comunicaciones (UGR),
    Dissertation date: 2006-07-13
    Supervision: Carlos García Puntonet, Javier Ramírez Pérez de Inestrosa
  • Ica Incompleto parAlelo: Una Nueva Herramienta para el Análisis de Datos Fmri
    Author: Ingo Rudolf Keck
    Institution: Arquitectura y Tecnología de Computadores (UGR),
    Dissertation date: 2006-07-13
    Supervision: Carlos García Puntonet
  • Aplicación de la Factorización Matricial al Análisis de Datos ExperimentAles Con Microarrays
    Author: Kurt Stadlthanner
    Institution: Arquitectura y Tecnología de Computadores (UGR),
    Dissertation date: 2006-07-14
    Supervision: Carlos García Puntonet
  • Desarrollo y Optimización de Nuevos Modelos de Redes Neuronales Basados en Funciones de Base Radial
    Author: Mouncef Filali Bouami
    Institution: Arquitectura y Tecnología de Computadores (UGR),
    Dissertation date: 2005-07-01
    Supervision: Ignacio Rojas Ruiz, Carlos García Puntonet

Research visits

  • INSTITUTO DE BIOFÍSICA, GRUPO DE NEURO-BIO-INFORMATICA, DE LA UNIVERSIDAD DE REGENSBURG, ALEMANIA.
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: REGENSBURG; ALEMANIA
    Start date: 2009-07-13
    End date: 2009-07-27
    Visiting category: INV
  • INSTITUTO DE BIOFÍSICA, GRUPO DE NEURO-BIO-INFORMATICA, DE LA UNIVERSIDAD DE REGENSBURG, ALEMANIA.
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: REGENSBURG; ALEMANIA
    Start date: 2005-07-03
    End date: 2005-07-16
    Visiting category: INV
  • INSTITUTO DE BIOFÍSICA, GRUPO DE NEURO-BIO-INFORMATICA, DE LA UNIVERSIDAD DE REGENSBURG, ALEMANIA.
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: REGENSBURG; ALEMANIA
    Start date: 2004-06-26
    End date: 2004-07-09
    Visiting category: INV
  • INSTITUTO DE BIOFÍSICA, GRUPO DE NEURO-BIO-INFORMATICA, DE LA UNIVERSIDAD DE REGENSBURG, ALEMANIA.
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: REGENSBURG; ALEMANIA
    Start date: 2003-07-02
    End date: 2003-08-05
    Visiting category: INV
  • INSTITUTO DE BIOFÍSICA, GRUPO DE NEURO-BIO-INFORMATICA, DE LA UNIVERSIDAD DE REGENSBURG, ALEMANIA.
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: REGENSBURG; ALEMANIA
    Start date: 2002-07-12
    End date: 2002-08-15
    Visiting category: INV
  • INSTITUTO DE BIOFÍSICA, GRUPO DE NEURO-BIO-INFORMATICA, DE LA UNIVERSIDAD DE REGENSBURG, ALEMANIA.
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: REGENSBURG; ALEMANIA
    Start date: 2001-07-15
    End date: 2001-08-08
    Visiting category: INV
  • ¿THE INSTITUTE OF PHYSICAL AND CHEMICAL RESEARCH (RIKEN)¿, RESEARCH CENTER FOR BIOMIMETIC SENSORY SYSTEMS.
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: NAGOYA; JAPON
    Start date: 2001-01-26
    End date: 2001-02-04
    Visiting category: INV
  • LABORATORIO DE TRATAMIENTO DE IMÁGE¬NES Y RECONOCIMIENTO DE FORMAS (T.I.R.F.) DEL INSTITUTO NACIONAL POLITÉCNICO DE GRENOBLE (I.N.P.G.)
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: GRENOBLE; FRANCIA
    Start date: 1996-06-05
    End date: 1996-07-08
    Visiting category: INV
  • LABORATORIO DE TRATAMIENTO DE IMÁGE¬NES Y RECONOCIMIENTO DE FORMAS (T.I.R.F.) DEL INSTITUTO NACIONAL POLITÉCNICO DE GRENOBLE (I.N.P.G.)
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: GRENOBLE; FRANCIA
    Start date: 1995-12-01
    End date: 1995-12-22
    Visiting category: INV
  • LABORATORIO DE TRATAMIENTO DE IMÁGE¬NES Y RECONOCIMIENTO DE FORMAS (T.I.R.F.) DEL INSTITUTO NACIONAL POLITÉCNICO DE GRENOBLE (I.N.P.G.)
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: GRENOBLE; FRANCIA
    Start date: 1995-09-01
    End date: 1995-09-30
    Visiting category: INV
  • LABORATORIO DE TRATAMIENTO DE IMÁGE¬NES Y RECONOCIMIENTO DE FORMAS (T.I.R.F.) DEL INSTITUTO NACIONAL POLITÉCNICO DE GRENOBLE (I.N.P.G.)
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: GRENOBLE; FRANCIA
    Start date: 1994-09-30
    End date: 1994-10-30
    Visiting category: POSTD
  • LABORATORIO DE TRATAMIENTO DE IMÁGE¬NES Y RECONOCIMIENTO DE FORMAS (T.I.R.F.) DEL INSTITUTO NACIONAL POLITÉCNICO DE GRENOBLE (I.N.P.G.)
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: GRENOBLE; FRANCIA
    Start date: 1993-06-01
    End date: 1993-07-01
    Visiting category: INV
  • LABORATORIO DE TRATAMIENTO DE IMÁGE¬NES Y RECONOCIMIENTO DE FORMAS (T.I.R.F.) DEL INSTITUTO NACIONAL POLITÉCNICO DE GRENOBLE (I.N.P.G.)
    Visiting researcher: García Puntonet, Carlos
    Research group: TIC-117
    Place: GRENOBLE; FRANCIA
    Start date: 1992-07-15
    End date: 1992-08-22
    Visiting category: PRED
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