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Coordinador en Aplicaciones tecnológicas

Juan Manuel Górriz Sáez

Coordinación de Áreas, Highly Cited Researcher

Universidad de Granada

Publicaciones

A New Ensemble Transfer Learning Approach With Rejection Mechanism for Tuberculosis Disease Detection
AUTHORS: Seng Hansun; Ahmadreza Argha; Hamid Alinejad-Rokny; Roohallah Alizadehsani; Juan M. Gorriz; Siaw-Teng Liaw; Branko G. Celler; Guy B. Marks

IEEE Transactions on Radiation and Plasma Medical Sciences

  • 2025
  • journal-article
AI and IoT for CT-Based COVID-19 Diagnosis
  • 2025
  • book-chapter
Explainable Inter-Modality Medical Information Transfer Using Siamese Autoencoders

IEEE Transactions on Radiation and Plasma Medical Sciences

  • 2025
  • journal-article
PhysioMotion Artifact: A Task-Driven EEG Dataset with Channel-Level Motion Artifact Annotations
  • 2025
  • preprint
Skin cancer segmentation and recognition from dermoscopy images: a novel framework based on improved DeepLabV3+ and network-level fused deep architectures

Journal of Advanced Research

  • 2025
  • journal-article
Smart-City Spatiotemporal Data-Driven Trajectory Prediction for Autonomous Vehicles via Attention Mechanisms and Self-Supervised Learning

IEEE Transactions on Consumer Electronics

  • 2025
  • journal-article
Artificial Intelligence in Eye Movements Analysis for Alzheimer’s Disease Early Diagnosis
AUTHORS: Shadi Farabi Maleki; Milad Yousefi; Navid Sobhi; Ali Jafarizadeh; Roohallah Alizadehsani; Juan Manuel Gorriz-Saez

Current Alzheimer Research

  • 2024
  • journal-article
Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning
AUTHORS: Francisco J. Martinez-Murcia; Juan Eloy Arco; Carmen Jimenez-Mesa; Fermin Segovia; Ignacio A. Illan; Javier Ramirez; Juan Manuel Gorriz

International Journal of Neural Systems

  • 2024
  • journal-article
Diagnosis of Parkinson Disease from EEG Signals Using a CNN-LSTM Model and Explainable AI
AUTHORS: Mohammad Bdaqli; Afshin Shoeibi; Parisa Moridian; Delaram Sadeghi; Mozhde Firoozi Pouyani; Ahmad Shalbaf; Juan M. Gorriz
  • 2024
  • book-chapter
Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models
AUTHORS: Afshin Shoeibi; Marjane Khodatars; Hamid Alinejad-Rorky; Jonathan Heras; Sara Bagherzadeh; Amin Beheshti; Juan M. Gorriz
  • 2024
  • book-chapter
Early Diagnosis of Schizophrenia in EEG Signals Using One Dimensional Transformer Model
AUTHORS: Afshin Shoeibi; Mahboobeh Jafari; Delaram Sadeghi; Roohallah Alizadehsani; Hamid Alinejad-Rokny; Amin Beheshti; Juan M. Gorriz
  • 2024
  • book-chapter
EAYv3-CF$C^{3}$: Ensemble Learning With Attention-Based Yv3 Combined With CF$C^{3}$ Loss for Obscenity Detection
AUTHORS: Sonali Samal; Yu-Dong Zhang; Juan Manuel Gorriz Saez; Shui-Hua Wang; Bunil Kumar Balabantaray; Rajashree Nayak

IEEE Transactions on Emerging Topics in Computational Intelligence

  • 2024
  • journal-article
Enhancing Coronary Artery Disease Classification Using Optimized MLP Based on Genetic Algorithm
AUTHORS: Mohammad Hashemi; Seyedeh Somayeh Salehi Komamardakhi; Mohammad Maftoun; Omid Zare; Javad Hassannataj Joloudari; Mohammad Ali Nematollahi; Roohallah Alizadehsani; Pietro Sala; Juan M Gorriz
  • 2024
  • book-chapter
Improved organs at risk segmentation based on modified U‐Net with self‐attention and consistency regularisation
AUTHORS: Maksym Manko; Anton Popov; Juan Manuel Gorriz; Javier Ramirez

CAAI Transactions on Intelligence Technology

  • 2024
  • journal-article
Improving Prediction of Mortality in ICU via Fusion of SelectKBest with SMOTE Method and Extra Tree Classifier
AUTHORS: Mohammad Maftoun; Javad Hassannataj Joloudari; Omid Zare; Maryam Khademi; Alireza Atashi; Mohammad Ali Nematollahi; Roohallah Alizadehsani; Juan M. Gorriz
  • 2024
  • book-chapter
Machine learning in small sample neuroimaging studies: Novel measures for schizophrenia analysis
AUTHORS: Carmen Jimenez‐Mesa; Javier Ramirez; Zhenghui Yi; Chao Yan; Raymond Chan; Graham K. Murray; Juan Manuel Gorriz; John Suckling

Human Brain Mapping

  • 2024
  • journal-article
Morning Anxiety Detection Through Smartphone-Based Photoplethysmography Signals Analysis Using Machine Learning Methods
AUTHORS: Masoud Sistaninezhad; Ali Jafarizadeh; Saman Rajebi; Siamak Pedrammehr; Roohallah Alizadehsani; Juan M. Gorriz
  • 2024
  • book-chapter
Stability Analysis of Dynamic General Type-2 Fuzzy Control System With Uncertainty
AUTHORS: Zahra Namadchian; Afshin Shoeibi; Assef Zare; Juan M. Gorriz; Hak-Keung Lam; Sai Ho Ling

IEEE Transactions on Systems, Man, and Cybernetics: Systems

  • 2024
  • journal-article
Stationary Wavelet Entropy and Cat Swarm Optimization to Detect COVID-19
AUTHORS: Meng Wu; Shuwen Chen; Jiaji Wang; Shuihua Wang; Juan Manuel Gorriz; Yudong Zhang
  • 2024
  • book-chapter
AdaD-FNN for Chest CT-Based COVID-19 Diagnosis
AUTHORS: Xujing Yao; Ziquan Zhu; Cheng Kang; Shui-Hua Wang; Juan Manuel Gorriz; Yu-Dong Zhang

IEEE Transactions on Emerging Topics in Computational Intelligence

  • 2023
  • journal-article
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
AUTHORS: J.M. Górriz; I. Álvarez-Illán; A. Álvarez-Marquina; J.E. Arco; M. Atzmueller; F. Ballarini; E. Barakova; G. Bologna; P. Bonomini; G. Castellanos-Dominguez; D. Castillo-Barnes; S.B. Cho; R. Contreras; J.M. Cuadra; E. Domínguez; F. Domínguez-Mateos; R.J. Duro; D. Elizondo; A. Fernández-Caballero; E. Fernandez-Jover; M.A. Formoso; N.J. Gallego-Molina; J. Gamazo; J. García González; J. Garcia-Rodriguez; C. Garre; J. Garrigós; A. Gómez-Rodellar; P. Gómez-Vilda; M. Graña; B. Guerrero-Rodriguez; S.C.F. Hendrikse; C. Jimenez-Mesa; M. Jodra-Chuan; V. Julian; G. Kotz; K. Kutt; M. Leming; J. de Lope; B. Macas; V. Marrero-Aguiar; J.J. Martinez; F.J. Martinez-Murcia; R. Martínez-Tomás; J. Mekyska; G.J. Nalepa; P. Novais; D. Orellana; A. Ortiz; D. Palacios-Alonso; J. Palma; A. Pereira; P. Pinacho-Davidson; M.A. Pinninghoff; M. Ponticorvo; A. Psarrou; J. Ramírez; M. Rincón; V. Rodellar-Biarge; I. Rodríguez-Rodríguez; P.H.M.P. Roelofsma; J. Santos; D. Salas-Gonzalez; P. Salcedo-Lagos; F. Segovia; A. Shoeibi; M. Silva; D. Simic; J. Suckling; J. Treur; A. Tsanas; R. Varela; S.H. Wang; W. Wang; Y.D. Zhang; H. Zhu; Z. Zhu; J.M. Ferrández-Vicente

Information Fusion

  • 2023
  • journal-article
Deep Learning and Vision Transformer for Medical Image Analysis
AUTHORS: Yudong Zhang; Jiaji Wang; Juan Manuel Gorriz; Shuihua Wang

Journal of Imaging

  • 2023
  • journal-article
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification
AUTHORS: Juan E. Arco; Andrés Ortiz; Javier Ramírez; Francisco J. Martínez-Murcia; Yu-Dong Zhang; Jordi Broncano; M. Álvaro Berbís; Javier Royuela-del-Val; Antonio Luna; Juan M. Górriz

IEEE Transactions on Emerging Topics in Computational Intelligence

  • 2023
  • journal-article
Top-down specific preparatory activations for selective attention and perceptual expectations
AUTHORS: José M.G. Peñalver; David López-García; Carlos González-García; Blanca Aguado-López; Juan M. Górriz; María Ruz

NeuroImage

  • 2023
  • journal-article
A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model
AUTHORS: J. M. Górriz; C. Jiménez-Mesa; F. Segovia; J. Ramírez; J. Suckling

IEEE Journal of Biomedical and Health Informatics

  • 2022
  • journal-article
A Seven-Layer Convolutional Neural Network for Chest CT-Based COVID-19 Diagnosis Using Stochastic Pooling
AUTHORS: Yudong Zhang; Suresh Chandra Satapathy; Li-Yao Zhu; Juan Manuel Gorriz; Shuihua Wang

IEEE Sensors Journal

  • 2022
  • journal-article
Automatic Diagnosis of Myocarditis in Cardiac Magnetic Images Using CycleGAN and Deep PreTrained Models
AUTHORS: Afshin Shoeibi; Navid Ghassemi; Jonathan Heras; Mitra Rezaei; Juan M. Gorriz
  • 2022
  • book-chapter
Automatic Diagnosis of Schizophrenia in EEG Signals Using Functional Connectivity Features and CNN-LSTM Model
AUTHORS: Afshin Shoeibi; Mitra Rezaei; Navid Ghassemi; Zahra Namadchian; Assef Zare; Juan M. Gorriz
  • 2022
  • book-chapter
ConvNet-CA: A Lightweight Attention-Based CNN for Brain Disease Detection
AUTHORS: Hengde Zhu; Jian Wang; Shui-Hua Wang; Yu-Dong Zhang; Juan M. Górriz
  • 2022
  • book-chapter
Correction to: New insights into the evaluation of peripheral nerves lesions: a survival guide for beginners
AUTHORS: Teodoro Martín-Noguerol; Rafael Barousse; Antonio Luna; Mariano Socolovsky; Juan M. Górriz; Manuel Gómez-Río

Neuroradiology

  • 2022
  • journal-article
Frequency and Longitudinal Course of Motor Signs in Genetic Frontotemporal Dementia
AUTHORS: Sonja Schönecker; Francisco J. Martinez-Murcia; Boris-Stephan Rauchmann; Nicolai Franzmeier; Catharina Prix; Elisabeth Wlasich; Sandra V. Loosli; Katja Bochmann; Juan-Manuel Gorriz Saez; Robert Laforce, Jr; Simon Ducharme; Maria Carmela Tartaglia; Elizabeth Finger; Alexandre de Mendonça; Isabel Santana; Raquel Sanchez-Valle; Fermin Moreno; Sandro Sorbi; Fabrizio Tagliavini; Barbara Borroni; Markus Otto; Matthis Synofzik; Daniela Galimberti; Rik Vandenberghe; John van Swieten; Christopher Butler; Alexander Gerhard; Caroline Graff; Adrian Danek; Jonathan D. Rohrer; Mario Masellis; James Rowe; Johannes Levin; Sónia Afonso; Maria Rosario Almeida; Sarah Anderl-Straub; Christin Andersson; Anna Antonell; Silvana Archetti; Andrea Arighi; Mircea Balasa; Myriam Barandiaran; Nuria Bargalló; Robart Bartha; Benjamin Bender; Alberto Benussi; Luisa Benussi; Valentina Bessi; Giuliano Binetti; Sandra Black; Martina Bocchetta; Sergi Borrego-Ecija; Jose Bras; Rose Bruffaerts; Marta Cañada; Valentina Cantoni; Paola Caroppo; David Cash; Miguel Castelo-Branco; Rhian Convery; Thomas Cope; Maura Cosseddu; María de Arriba; Giuseppe Di Fede; Zigor Díaz; Alina Díez; Diana Duro; Chiara Fenoglio; Camilla Ferrari; Carlos Ferreira; Catarina B. Ferreira; Toby Flanagan; Nick C. Fox; Giorgio Fumagalli; Alazne Gabilondo; Roberto Gasparotti; Serge Gauthier; Stefano Gazzina; Giorgio Giaccone; Ana Gorostidi; Caroline Greaves; Rita Guerreiro; Carolin Heller; Tobias Hoegen; Begoña Indakoetxea; Vesna Jelic; Lize Jiskoot; Hans-Otto Karnath; Ron Keren; Tobias Langheinrich; Maria João Leitão; Albert Lladó; Gemma Lombardi; Carolina Maruta; Simon Mead; Lieke Meeter; Gabriel Miltenberger; Rick van Minkelen; Sara Mitchell; Katrina M. Moore; Benedetta Nacmias; Mollie Neason; Jennifer Nicholas; Linn Öijerstedt; Jaume Olives; Sebastien Ourselin; Alessandro Padovani; Jessica Panman; Janne Papma; Georgia Peakman; Irene Piaceri; Michela Pievani; Yolande Pijnenburg; Cristina Polito; Enrico Premi; Sara Prioni; Rosa Rademakers; Veronica Redaelli; Tim Rittman; Ekaterina Rogaeva; Pedro Rosa-Neto; Giacomina Ross; Martin N. Rossor; Beatriz Santiago; Elio Scarpini; Elisa Semler; Rachelle Shafei; Christen Shoesmith; Miguel Tábuas-Pereira; Mikel Tainta; Ricardo Taipa; David Tang-Wai; David L. Thomas; Paul Thompson; Hakan Thonberg; Carolyn Timberlake; Pietro Tiraboschi; Emily Todd; Philip Vandamme; Mathieu Vandenbulcke; Michele Veldsman; Ana Verdelho; Jorge Villanua; Jason D. Warren; Carlo Wilke; Ione Woollacott; Henrik Zetterberg; Miren Zulaica

Neurology

  • 2022
  • journal-article
Modern Forms and New Challenges in Medical Sensors and Body Area Networks
AUTHORS: Yudong Zhang; Juan Manuel Gorriz; Shuihua Wang

Journal of Sensor and Actuator Networks

  • 2022
  • journal-article
NAGNN: Classification of COVID‐19 based on neighboring aware representation from deep graph neural network
AUTHORS: Siyuan Lu; Ziquan Zhu; Juan Manuel Gorriz; Shui‐Hua Wang; Yu‐Dong Zhang

International Journal of Intelligent Systems

  • 2022
  • journal-article
New insights into the evaluation of peripheral nerves lesions: a survival guide for beginners
AUTHORS: Teodoro Martín-Noguerol; Rafael Barousse; Antonio Luna; Mariano Socolovsky; Juan M. Górriz; Manuel Gómez-Río

Neuroradiology

  • 2022
  • journal-article
PeMNet for Pectoral Muscle Segmentation
AUTHORS: Xiang Yu; Shui-Hua Wang; Juan Manuel Górriz; Xian-Wei Jiang; David S. Guttery; Yu-Dong Zhang

Biology

  • 2022
  • journal-article
RDNet: ResNet-18 with Dropout for Blood Cell Classification
AUTHORS: Ziquan Zhu; Zeyu Ren; Shui-Hua Wang; Juan M. Górriz; Yu-Dong Zhang
  • 2022
  • book-chapter
Sleep Apnea Diagnosis Using Complexity Features of EEG Signals
AUTHORS: Behnam Gholami; Mohammad Hossein Behboudi; Ali Khadem; Afshin Shoeibi; Juan M. Gorriz
  • 2022
  • book-chapter
Top-down specific preparatory activations for Selective Attention and Perceptual Expectations
AUTHORS: José M. G. Peñalver; David López-García; Carlos González-García; Blanca Aguado-López; Juan M. Górriz; María Ruz
  • 2022
  • preprint
BOLD Coupling between Lesioned and Healthy Brain Is Associated with Glioma Patients’ Recovery
AUTHORS: Rafael Romero-Garcia; Michael G. Hart; Richard A. I. Bethlehem; Ayan Mandal; Moataz Assem; Benedicto Crespo-Facorro; Juan Manuel Gorriz; G. A. Amos Burke; Stephen J. Price; Thomas Santarius; Yaara Erez; John Suckling

Cancers

  • 2021
  • journal-article
Data fusion based on Searchlight analysis for the prediction of Alzheimer’s disease
AUTHORS: Juan E. Arco; Javier Ramírez; Juan M. Górriz; María Ruz

Expert Systems with Applications

  • 2021
  • journal-article
MVPAlab: A Machine Learning decoding toolbox for multidimensional electroencephalography data
AUTHORS: David López-García; Jose M.G. Peñalver; Juan M. Górriz; María Ruz
  • 2021
  • other
Optimized One vs One Approach in Multiclass Classification for Early Alzheimer’s Disease and Mild Cognitive Impairment Diagnosis
AUTHORS: Carmen Jimenez-Mesa; Ignacio Alvarez Illan; Alberto Martin-Martin; Diego Castillo-Barnes; Francisco Jesus Martinez-Murcia; Javier Ramirez; Juan M. Gorriz

IEEE Access

  • 2020
  • journal-article
Studying the Manifold Structure of Alzheimer’s Disease: A Deep Learning Approach Using Convolutional Autoencoders
AUTHORS: Francisco J. Martinez-Murcia; Andres Ortiz; Juan-Manuel Gorriz; Javier Ramirez; Diego Castillo-Barnes

IEEE Journal of Biomedical and Health Informatics

  • 2020
  • journal-article
Statistical agnostic mapping: a framework in neuroimaging based on concentration inequalities
AUTHORS: J.M. Gorriz
  • 2019
  • preprint
Automated Detection and Segmentation of Nonmass-Enhancing Breast Tumors with Dynamic Contrast-Enhanced Magnetic Resonance Imaging
AUTHORS: Ignacio Alvarez Illan; Javier Ramirez; J. M. Gorriz; Maria Adele Marino; Daly Avendano; Thomas Helbich; Pascal Baltzer; Katja Pinker; Anke Meyer-Baese

Contrast Media & Molecular Imaging

  • 2018
  • journal-article
Case-Based Statistical Learning: A Non-Parametric Implementation with a Conditional-Error Rate SVM

Ieee Access

  • 2017
  • journal-article
Advanced computer vision approaches in biomedical image analysis
AUTHORS: Meyer-Baese, A.; Plant, C.; Gorriz Saez, J.M.
  • 2014
  • journal-article
Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging
AUTHORS: Martínez-Murcia, F.J.; Górriz, J.M.; Ramírez, J.; Illán, I.A.; Ortiz, A.

Neurocomputing

  • 2014
  • journal-article
Automatic ROI selection in structural brain MRI using SOM 3D projection

PloS one

  • 2014
  • journal-article
Combining PET Images and neuropsychological test data for automatic diagnosis of alzheimer’s disease
AUTHORS: Segovia, F.; Bastin, C.; Salmon, E.; Goŕriz, J.M.; Ramiŕez, J.; Phillips, C.

PLoS ONE

  • 2014
  • journal-article
Identifying endophenotypes of autism: A multivariate approach
AUTHORS: Segovia, F.; Holt, R.; Spencer, M.; Górriz, J.M.; Ramírez, J.; Puntonet, C.G.; Phillips, C.; Chura, L.; Baron-Cohen, S.; Suckling, J.

Frontiers in Computational Neuroscience

  • 2014
  • journal-article
Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering

Information Sciences

  • 2014
  • journal-article
Parametrization of textural patterns in123I-ioflupane imaging for the automatic detection of Parkinsonism
AUTHORS: Martinez-Murcia, F.J.; Górriz, J.M.; Ramírez, J.; Moreno-Caballero, M.; Gómez-Río, M.

Medical Physics

  • 2014
  • journal-article
Regions of interest computed by SVM wrapped method for Alzheimer’s disease examination from segmented MRI
AUTHORS: Hidalgo-Muñoz, A.R.; Ramírez, J.; Górriz, J.M.; Padilla, P.

Frontiers in Aging Neuroscience

  • 2014
  • journal-article
Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease
AUTHORS: Rojas, A.; Górriz, J.M.; Ramírez, J.; Illán, I.A.; Martínez-Murcia, F.J.; Ortiz, A.; Gómez Río, M.; Moreno-Caballero, M.

Expert Systems with Applications

  • 2013
  • journal-article
Automatic determination of validity of input data used in ellipsoid fitting MARG calibration algorithms
AUTHORS: Olivares, A.; Ruiz-Garcia, G.; Olivares, G.; Górriz, J.M.; Ramirez, J.

Sensors (Switzerland)

  • 2013
  • journal-article
Automatic determination of validity of input data used in ellipsoid fitting MARG calibration algorithms.
AUTHORS: Olivares, A.; Ruiz-Garcia, G.; Olivares, G.; Górriz, J.M.; Ramirez, J.
  • 2013
  • journal-article
Automatic differentiation between Alzheimer’s disease and mild cognitive impairment combining PET data and psychological scores
AUTHORS: Segovia, F.; Bastin, C.; Salmon, E.; Gorriz, J.M.; Ramirez, J.; Phillips, C.

Proceedings - 2013 3rd International Workshop on Pattern Recognition in Neuroimaging, PRNI 2013

  • 2013
  • conference-paper
Component-based technique for determining the effects of acupuncture for fighting migraine using SPECT images
AUTHORS: López, M.M.; Górriz, J.M.; Ramírez, J.; Gómez-Río, M.; Verdejo, J.; Vas, J.

Expert Systems with Applications

  • 2013
  • journal-article
Computer-aided diagnosis of Alzheimer’s type dementia combining support vector machines and discriminant set of features

Information Sciences

  • 2013
  • journal-article
Early diagnosis of Alzheimer’s disease based on Partial Least Squares and Support Vector Machine

Expert Systems with Applications

  • 2013
  • journal-article
Erratum to “Unsupervised Neural Techniques Applied to MR Brain Image Segmentation”
AUTHORS: A. Ortiz; J. M. Gorriz; J. Ramirez; D. Salas-Gonzalez

Advances in Artificial Neural Systems

  • 2013
  • journal-article
Functional activity maps based on significance measures and Independent Component Analysis
AUTHORS: Martínez-Murcia, F.J.; Górriz, J.M.; Ramírez, J.; Puntonet, C.G.; Illán, I.A.

Computer Methods and Programs in Biomedicine

  • 2013
  • journal-article
Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization

Neurocomputing

  • 2013
  • journal-article
Improving the convergence rate in affine registration of PET and SPECT brain images using histogram equalization

Computational and Mathematical Methods in Medicine

  • 2013
  • journal-article
Integrating discretization and association rule-based classification for Alzheimer’s disease diagnosis
AUTHORS: Chaves, R.; Ramírez, J.; Górriz, J.M.

Expert Systems with Applications

  • 2013
  • journal-article
Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution

NeuroImage

  • 2013
  • journal-article
LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer’s disease
AUTHORS: Ortiz, A.; Górriz, J.M.; Ramírez, J.; Martínez-Murcia, F.J.

Pattern Recognition Letters

  • 2013
  • journal-article
Parameterization of the distribution of white and grey matter in MRI using the α-stable distribution

Computers in Biology and Medicine

  • 2013
  • journal-article
Segmentation of brain MRI using SOM-FCM-based method and 3D statistical descriptors

Computational and Mathematical Methods in Medicine

  • 2013
  • journal-article
Texture features based detection of Parkinson’s disease on DaTSCAN images
AUTHORS: Martínez-Murcia, F.J.; Górriz, J.M.; Ramírez, J.; Illán, I.A.; Puntonet, C.G.

Natural and Artificial Computation in Engineering and Medical Applications

  • 2013
  • other
Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies

Applied Soft Computing Journal

  • 2013
  • journal-article
A comparative study of feature extraction methods for the diagnosis of Alzheimer’s disease using the ADNI database

Neurocomputing

  • 2012
  • journal-article
A decision support system for the assisted diagnosis of brain tumors: A feasibility study for 18F-FDG PET preclinical studies
AUTHORS: Grosso, E.; Lopez, M.; Salvatore, C.; Gallivanone, F.; Di Grigoli, G.; Valtorta, S.; Moresco, R.; Gilardi, M.C.; Ramirez, J.; Gorriz, J.M.; Castiglioni, I.

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

  • 2012
  • conference-paper
A Decision Support System for the assisted diagnosis of brain tumors: a feasibility study for 18F-FDG PET preclinical studies.
AUTHORS: Grosso, E.; López, M.; Salvatore, C.; Gallivanone, F.; Di Grigoli, G.; Valtorta, S.; Moresco, R.; Gilardi, M.C.; Ramírez, J.; Górriz, J.M.; Castiglioni, I.
  • 2012
  • journal-article
A DSP embedded system. Application to digital communication systems
AUTHORS: Segovia, F.; Serrano, R.; Górriz, J.M.; Ramírez, J.; González, J.

Proceedings - 2012 Technologies Applied to Electronics Teaching, TAEE 2012

  • 2012
  • conference-paper
Advances in Unsupervised Learning Techniques Applied to Biosciences and Medicine
AUTHORS: Anke Meyer-Baese; Sylvain Lespinats; Juan Manuel Gorriz Saez; Olivier Bastien

Advances in Artificial Neural Systems

  • 2012
  • journal-article
Association rule-based feature selection method for Alzheimer’s disease diagnosis
AUTHORS: Chaves, R.; Ramírez, J.; Górriz, J.M.; Puntonet, C.G.

Expert Systems with Applications

  • 2012
  • journal-article
Automatic assistance to Parkinsons disease diagnosis in DaTSCAN SPECT imaging
AUTHORS: Illán, I.A.; Górriz, J.M.; Ramírez, J.; Segovia, F.; Jiménez-Hoyuela, J.M.; Ortega Lozano, S.J.

Medical Physics

  • 2012
  • journal-article
Bilateral symmetry aspects in computer-aided Alzheimer’s disease diagnosis by single-photon emission-computed tomography imaging

Artificial Intelligence in Medicine

  • 2012
  • journal-article
Brain connectivity analysis: A short survey
AUTHORS: Lang, E.W.; Tomé, A.M.; Keck, I.R.; Górriz-Sáez, J.M.; Puntonet, C.G.
  • 2012
  • journal-article
Computer Aided Diagnosis tool for Alzheimer’s Disease based on Mann-Whitney-Wilcoxon U-Test

Expert Systems with Applications

  • 2012
  • journal-article
Detection of (In)activity periods in human body motion using inertial sensors: A comparative study
AUTHORS: Olivares, A.; Ramírez, J.; Górriz, J.M.; Olivares, G.; Damas, M.

Sensors (Switzerland)

  • 2012
  • journal-article
Empirical mode decomposition as a feature extraction method for Alzheimer’s disease diagnosis
AUTHORS: Rojas, A.; Goŕriz, J.M.; Ramírez, J.; Gallix, A.; Illán, I.A.

IEEE Nuclear Science Symposium Conference Record

  • 2012
  • conference-paper
FDG and PIB biomarker PET analysis for the Alzheimer’s disease detection using Association Rules

IEEE Nuclear Science Symposium Conference Record

  • 2012
  • conference-paper
Functional brain image classification using association rules defined over discriminant regions
AUTHORS: Chaves, R.; Ramírez, J.; Górriz, J.M.; Illán, I.A.

Pattern Recognition Letters

  • 2012
  • journal-article
Improved Parkinsonism diagnosis using a partial least squares based approach
AUTHORS: Segovia, F.; Górriz, J.M.; Ramírez, J.; Álvarez, I.; Jiménez-Hoyuela, J.M.; Ortega, S.J.

Medical Physics

  • 2012
  • journal-article
Intensity normalization of FP-CIT SPECT in patients with Parkinsonism using the α-stable distribution

2012 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)

  • 2012
  • conference-paper
NMF-SVM based CAD tool applied to functional brain images for the diagnosis of Alzheimer’s disease

IEEE Transactions on Medical Imaging

  • 2012
  • journal-article
On the empirical mode decomposition applied to the analysis of brain SPECT images
AUTHORS: Gallix, A.; Górriz, J.M.; Ramírez, J.; Illán, I.A.; Lang, E.W.

Expert Systems with Applications

  • 2012
  • journal-article
18F-FDG PET imaging analysis for computer aided Alzheimer’s diagnosis

Information Sciences

  • 2011
  • journal-article
Accurate human limb angle measurement: Sensor fusion through Kalman, least mean squares and recursive least-squares adaptive filtering
AUTHORS: Olivares, A.; Ǵorriz, J.M.; Ramírez, J.; Olivares, G.

Measurement Science and Technology

  • 2011
  • journal-article
Computer aided diagnosis of Alzheimer’s disease using component based SVM

Applied Soft Computing Journal

  • 2011
  • journal-article
Efficient mining of association rules for the early diagnosis of Alzheimer’s disease

Physics in Medicine and Biology

  • 2011
  • journal-article
GMM based SPECT image classification for the diagnosis of Alzheimer’s disease

Applied Soft Computing Journal

  • 2011
  • journal-article
MR brain image segmentation by growing hierarchical SOM and probability clustering

Electronics Letters

  • 2011
  • journal-article
Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer’s disease

Neurocomputing

  • 2011
  • journal-article
Two approaches to selecting set of voxels for the diagnosis of Alzheimer’s disease using brain SPECT images

Digital Signal Processing: A Review Journal

  • 2011
  • journal-article
Wagyromag: Wireless sensor network for monitoring and processing human body movement in healthcare applications
AUTHORS: Olivares, A.; Olivares, G.; Mula, F.; Górriz, J.M.; Ramírez, J.

Journal of Systems Architecture

  • 2011
  • journal-article
A study of vibration-based energy harvesting in activities of daily living
AUTHORS: Olivares, A.; Górriz, J.M.; Ramírez, J.; Olivares, G.

2010 4th International Conference on Pervasive Computing Technologies for Healthcare, Pervasive Health 2010

  • 2010
  • conference-paper
Alzheimer’s disease detection in functional images using 2D Gabor wavelet analysis

Electronics Letters

  • 2010
  • journal-article
Analysis of SPECT brain images for the diagnosis of Alzheimer’s disease based on NMF for feature extraction

Neuroscience Letters

  • 2010
  • journal-article
Classification of functional brain images using a GMM-based multi-variate approach

Neuroscience Letters

  • 2010
  • journal-article
Computer aided diagnosis system for the Alzheimer’s disease based on partial least squares and random forest SPECT image classification

Neuroscience Letters

  • 2010
  • journal-article
Computer-aided diagnosis of Alzheimer’s disease using support vector machines and classification trees

Physics in Medicine and Biology

  • 2010
  • journal-article
Early Alzheimer’s disease diagnosis using partial least squares and random forests

2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings

  • 2010
  • conference-paper
Elitist genetic algorithm guided by higher order statistic for blind separation of digital signals
AUTHORS: González, E.A.; Górriz, J.M.; Ramírez, J.; Puntonet, C.G.

IECON Proceedings (Industrial Electronics Conference)

  • 2010
  • conference-paper
Erratum: Alzheimer’s disease detection in functional images using 2D Gabor wavelet analysis (Electronics Letters (2010) 46:8 (556-558))

Electronics Letters

  • 2010
  • journal-article
Feature selection using factor analysis for Alzheimer’s diagnosis using F 18 -FDG PET images

Medical Physics

  • 2010
  • journal-article
Improved likelihood ratio test based voice activity detector applied to speech recognition
AUTHORS: Górriz, J.M.; Ramírez, J.; Lang, E.W.; Puntonet, C.G.; Turias, I.

Speech Communication

  • 2010
  • journal-article
Improving the convergence rate in affine registration of PET brain images using histogram matching

IEEE Nuclear Science Symposium Conference Record

  • 2010
  • conference-paper
Machine learning for very early Alzheimer’s Disease diagnosis; A 18F-FDG and PiB PET comparison

IEEE Nuclear Science Symposium Conference Record

  • 2010
  • conference-paper
Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer’s disease

Pattern Recognition Letters

  • 2010
  • journal-article
A novel LMS algorithm applied to adaptive noise cancellation
AUTHORS: Górriz, J.M.; Ramírez, J.; Cruces-Alvarez, S.; Puntonet, C.G.; Lang, E.W.; Erdogmus, D.

IEEE Signal Processing Letters

  • 2009
  • journal-article
Alzheimer’s diagnosis using eigenbrains and support vector machines

Electronics Letters

  • 2009
  • journal-article
Analysis of brain SPECT images for the diagnosis of alzheimer disease using first and second order moments

Bioinspired Applications in Artificial and Natural Computation

  • 2009
  • other
Analysis of SPECT brain images for the diagnosis of Alzheimer’s disease using moments and support vector machines

Neuroscience Letters

  • 2009
  • journal-article
Automatic selection of ROIs in functional imaging using Gaussian mixture models

Neuroscience Letters

  • 2009
  • journal-article
Automatic selection of ROIs using a model-based clustering approach

IEEE Nuclear Science Symposium Conference Record

  • 2009
  • conference-paper
Automatic system for alzheimer’s disease diagnosis using eigenbrains and bayesian classification rules

International Work-Conference on Artificial Neural Networks

  • 2009
  • conference-paper
Automatic tool for Alzheimer’s disease diagnosis using PCA and Bayesian classification rules

Electronics Letters

  • 2009
  • journal-article
Computer aided diagnosis of the Alzheimer’s disease combining SPECT-based feature selection and random forest classifiers

IEEE Nuclear Science Symposium Conference Record

  • 2009
  • conference-paper
Effective detection of the alzheimer disease by means of coronal NMSE SVM feature classification

International Symposium on Neural Networks

  • 2009
  • conference-paper
fMRI data analysis using a novel clustering technique

IEEE Nuclear Science Symposium Conference Record

  • 2009
  • conference-paper
Functional brain image classification techniques for early alzheimer disease diagnosis

Bioinspired Applications in Artificial and Natural Computation

  • 2009
  • other
High-efficiency low-cost accelerometer-aided gyroscope calibration
AUTHORS: Olivares, A.; Olivares, G.; Górriz, J.M.; Ramírez, J.

Proceedings of the International Symposium on Test and Measurement

  • 2009
  • conference-paper
Multivariate approaches for Alzheimer’s disease diagnosis using Bayesian classifiers

IEEE Nuclear Science Symposium Conference Record

  • 2009
  • conference-paper
Neurological image classification for the alzheimer’s disease diagnosis using kernel PCA and support vector machines

IEEE Nuclear Science Symposium Conference Record

  • 2009
  • conference-paper
Selecting regions of interest for the diagnosis of alzheimer using brain SPECT images

Advances in Neural Networks – ISNN 2009

  • 2009
  • other
Selecting regions of interest for the diagnosis of alzheimer’s disease in brain SPECT images using welch’s t-test

Bio-Inspired Systems: Computational and Ambient Intelligence

  • 2009
  • other
Skewness as feature for the diagnosis of Alzheimer’s disease using spect images

Proceedings - International Conference on Image Processing, ICIP

  • 2009
  • conference-paper
SPECT image classification based on NMSE feature correlation weighting and SVM

IEEE Nuclear Science Symposium Conference Record

  • 2009
  • conference-paper
SPECT image classification using random forests

Electronics Letters

  • 2009
  • journal-article
Speech enhancement in discontinuous transmission systems using the constrained-stability least-mean-squares algorithm
AUTHORS: Górriz, J.M.; Ramírez, J.; Cruces-Álvarez, S.; Erdogmus, D.; Puntonet, C.G.; Lang, E.W.

Journal of the Acoustical Society of America

  • 2009
  • journal-article
SVM-based CAD system for early detection of the Alzheimer’s disease using kernel PCA and LDA

Neuroscience Letters

  • 2009
  • journal-article
SVM-based computer-aided diagnosis of the Alzheimer’s disease using t-test NMSE feature selection with feature correlation weighting

Neuroscience Letters

  • 2009
  • journal-article
A comparison of nonlinear least-square optimization methods in affine registration of SPECT images

IEEE Nuclear Science Symposium Conference Record

  • 2008
  • conference-paper
A trade-off between convergence speed and misadjustment for filtering discontinuous speech signals
AUTHORS: Górriz, J.M.; Ramírez, J.; Puntonet, C.G.; Cruces-Álvarez, S.; Erdogmus, D.; Lang, E.W.
  • 2008
  • conference-paper
Automatic computer aided diagnosis tool using component-based SVM

IEEE Nuclear Science Symposium Conference Record

  • 2008
  • conference-paper
Clustering approach for the classificarion of SPECT images

IEEE Nuclear Science Symposium Conference Record

  • 2008
  • conference-paper
Early detection of the alzheimer disease combining feature selection and kernel machines

International Conference on Neural Information Processing

  • 2008
  • conference-paper
Hybridizing sparse component analysis with genetic algorithms for microarray analysis
AUTHORS: Stadlthanner, K.; Theis, F.J.; Lang, E.W.; Tomé, A.M.; Puntonet, C.G.; Górriz, J.M.
  • 2008
  • journal-article
ICA analysis of retina images for glaucoma classification
AUTHORS: Fink, F.; Wörle, K.; Gruber, P.; Tomé, A.M.; Górriz-Sáez, J.M.; Puntonet, C.G.; Lang, E.W.
  • 2008
  • conference-paper
ICA analysis of retina images for glaucoma classification.
AUTHORS: Fink, F.; Worle, K.; Gruber, P.; Tome, A.M.; Gorriz-Saez, J.M.; Puntonet, C.G.; Lang, E.W.
  • 2008
  • journal-article
Improved Gauss-Newton optimisation methods in affine registration of SPECT brain images

Electronics Letters

  • 2008
  • journal-article
Jointly gaussian pdf-based likelihood ratio test for voice activity detection
AUTHORS: Górriz, J.M.; Ramírez, J.; Lang, E.W.; Puntonet, C.G.

IEEE Transactions on Audio, Speech and Language Processing

  • 2008
  • journal-article
Prediction of CO maximum ground level concentrations in the Bay of Algeciras, Spain using artificial neural networks
AUTHORS: Martín, M.L.; Turias, I.J.; González, F.J.; Galindo, P.L.; Trujillo, F.J.; Puntonet, C.G.; Gorriz, J.M.
  • 2008
  • journal-article
Effective jointly pdf-based voice activity detector for real-time applications
AUTHORS: Górriz, J.M.; Ramírez, J.; Puntonet, C.G.

Electronics Letters

  • 2007
  • journal-article
Higher-order spectral characterization of termite emissions using acoustic emission probes
AUTHORS: De La Rosa, J.J.G.; Lloret, I.; Moreno, A.; Puntonet, C.G.; Górriz, J.M.
  • 2007
  • conference-paper
Higher-order statistics interpretation. Application to power-quality characterization
AUTHORS: De La Rosa, J.J.G.; Luque, A.; Puntonet, C.G.; Górriz, J.M.; Muñoz, A.M.
  • 2007
  • conference-paper
Improved voice activity detection using contextual multiple hypothesis testing for robust speech recognition
AUTHORS: Ramírez, J.; Segura, J.C.; Górriz, J.M.; García, L.

IEEE Transactions on Audio, Speech and Language Processing

  • 2007
  • journal-article
Modeling and simulation of a container gantry crane cabin’s operation with simulink
AUTHORS: De La Rosa, J.J.G.; Torres, J.A.C.; Illana, A.; Puntonett, C.G.; Górriz, J.M.
  • 2007
  • conference-paper
Noisy image processing using the independent component analysis algorithm AMUSE
AUTHORS: Nassabay, S.; Keck, I.R.; Puntonet, C.G.; Górriz, J.M.; De Inestroaa, J.P.; Clemente, R.M.
  • 2007
  • conference-paper
Revised contextual LRT for voice activity detection
AUTHORS: Ramírez, J.; Segura, J.C.; Górriz, J.M.

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

  • 2007
  • conference-paper
Statistical voice activity detection based on integrated bispectrum likelihood ratio tests for robust speech recognition
AUTHORS: Ramírez, J.; Górriz, J.M.; Segura, J.C.

Journal of the Acoustical Society of America

  • 2007
  • journal-article
Wavelets transforms applied to termite detection
AUTHORS: De La Rosa, J.J.G.; Lloret, I.; Puntonet, C.G.; Górriz, J.M.
  • 2007
  • conference-paper
An effective cluster-based model for robust speech detection and speech recognition in noisy environments
AUTHORS: Górriz, J.M.; Ramírez, J.; Segura, J.C.; Puntonet, C.G.

Journal of the Acoustical Society of America

  • 2006
  • journal-article
An efficient bispectrum phase entropy-based algorithm for VAD
AUTHORS: Górriz, J.M.; Ramírez, J.; Puntonet, C.G.; Segura, J.C.
  • 2006
  • conference-paper
Denoising using local projective subspace methods
AUTHORS: Gruber, P.; Stadlthanner, K.; Böhm, M.; Theis, F.J.; Lang, E.W.; Tomé, A.M.; Teixeira, A.R.; Puntonet, C.G.; Gorriz Saéz, J.M.
  • 2006
  • journal-article
Effective speech/pause discrimination combining noise suppression and fuzzy logic rules
AUTHORS: Culebras, R.; Ramírez, J.; Górriz, J.M.
  • 2006
  • conference-paper
Effective speech/pause discrimination using an integrated bispectrum likelihood ratio test
AUTHORS: Górriz, J.M.; Ramírez, J.; Segura, J.C.; Puntonet, C.G.; García, L.
  • 2006
  • conference-paper
Frequency calibrations with conventional time interval counters via GPS traceability
AUTHORS: De La Rosa, J.J.G.; Lloret, I.; Puntonet, C.G.; Górriz, J.M.; Moreno, A.; Liñán, M.; Pallarés, V.
  • 2006
  • conference-paper
GAIALAB: A weblab project for digital communications distributed learning
AUTHORS: Ramírez, J.; Segura, J.C.; Górriz, J.M.; Benítez, C.; Rubio, A.
  • 2006
  • conference-paper
Generalized LRT-based voice activity detector
AUTHORS: Górriz, J.M.; Ramírez, J.; Puntonet, C.G.; Segura, J.C.

IEEE Signal Processing Letters

  • 2006
  • journal-article
Hard C-means clustering for voice activity detection
AUTHORS: Górriz, J.M.; Ramírez, J.; Lang, E.W.; Puntonet, C.G.

Speech Communication

  • 2006
  • journal-article
Higher-order spectra and independent component analysis used for identification and SNR enhancement of acoustic emission signals
AUTHORS: De La Rosa, J.G.; Lloret, I.; Moreno, A.; Piotrkowski, R.; Ruzzante, J.; Puntonet, C.G.; Górriz, J.M.
  • 2006
  • conference-paper
Maximization of statistical moments for blind separation of sources revisited
AUTHORS: Hornillo-Mellado, S.; Martín-Clemente, R.; Puntonet, C.G.; Acha, J.I.; Manuel Górriz-Sáez, J.
  • 2006
  • journal-article
Optimizing blind source separation with guided genetic algorithms
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Rojas, F.; Martin, R.; Hornillo, S.; Lang, E.W.
  • 2006
  • journal-article
Speech/non-speech discrimination based on contextual information integrated bispectrum LRT
AUTHORS: Ramírez, J.; Górriz, J.M.; Segura, J.C.; Puntonet, C.G.; Rubio, A.J.

IEEE Signal Processing Letters

  • 2006
  • journal-article
Speech/non-speech discrimination combining advanced feature extraction and SVM learning
AUTHORS: Ramírez, J.; Yélamos, P.; Górriz, J.M.; Segura, J.C.; García, L.
  • 2006
  • conference-paper
SVM-based speech endpoint detection using contextual speech features
AUTHORS: Ramírez, J.; Yélamos, P.; Górriz, J.M.; Segura, J.C.

Electronics Letters

  • 2006
  • journal-article
Wavelets and wavelet packets applied to detect and characterize transient alarm signals from termites
AUTHORS: de la Rosa, J.J.G.; Lloret, I.; Moreno, A.; Puntonet, C.G.; Górriz, J.M.
  • 2006
  • journal-article
Wide-band transducers and higher-order spectral characterization of low-level ultra-sounds in wood
AUTHORS: De La Rosa, J.J.G.; Lloret, I.; Puntonet, C.G.; Górriz, J.M.
  • 2006
  • conference-paper
A survey of forecasting preprocessing techniques using RNs
AUTHORS: Górriz, J.M.; Segura-Luna, J.C.; Puntonet, C.G.; Salmerón, M.
  • 2005
  • journal-article
Analysis of variance of three contrast functions in a genetic algorithm for non-linear blind source separation
AUTHORS: Rojas, F.; Górriz, J.M.; Valenzuela, O.
  • 2005
  • conference-paper
Assessing the performance of several fitness functions in a genetic algorithm for nonlinear separation of sources
AUTHORS: Rojas, F.; Puntonet, C.G.; Górriz, J.M.; Valenzuela, O.
  • 2005
  • conference-paper
Bispectra analysis-based VAD for robust speech recognition
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Ramírez, J.; Segura, J.C.
  • 2005
  • conference-paper
Connections between ICA and sparse coding revisited
AUTHORS: Hornillo-Mellado, S.; Martín-Clemente, R.; Górriz-Sáez, J.M.
  • 2005
  • conference-paper
Convergence analysis of a GA-ICA algorithm
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Rojas, F.; Medialdea, E.G.
  • 2005
  • conference-paper
Guided GA-ICA algorithms
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Gómez, A.M.; Pernía, O.
  • 2005
  • conference-paper
Improved MO-LRT VAD based on bispectra Gaussian model
AUTHORS: Górriz, J.M.; Ramírez, J.; Segura, J.C.; Puntonet, C.G.

Electronics Letters

  • 2005
  • journal-article
Matched filter as pre-processing tool for multi-user detection in DS-CDMA system
AUTHORS: Chakkor, O.; Puntonet, C.G.; Pino, B.; Gorriz, J.M.
  • 2005
  • conference-paper
Maximum entropy guide for BSS
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Medialdea, E.G.; Rojas, F.
  • 2005
  • conference-paper
Recognition of insect emissions applying the discrete wavelet transform
AUTHORS: Puntonet, C.G.; De-la-Rosa, J.-J.G.; Galiana, I.L.; Górriz, J.M.
  • 2005
  • conference-paper
Simulated annealing based-GA using injective contrast functions for BSS
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Morales, J.D.; DelaRosa, J.J.
  • 2005
  • conference-paper
Voice activity detection using higher order statistics
AUTHORS: Górriz, J.M.; Ramírez, J.; Segura, J.C.; Hornillo, S.
  • 2005
  • conference-paper
Wavelets and wavelet packets applied to termite detection
AUTHORS: De-la-Rosa, J.-J.G.; Puntonet, C.G.; Galiana, I.L.; Górriz, J.M.
  • 2005
  • conference-paper
A new model for time-series forecasting using radial basis functions and exogenous data
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Salmerón, M.; De La Rosa, J.J.G.
  • 2004
  • journal-article
Genetic algorithms in Parallel Neural Networks
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Salmerón, M.; Rojas, I.; Martin-Clemente, R.
  • 2004
  • conference-paper
Higher-order statistics to detect and characterise termite emissions
AUTHORS: De La Rosa, J.J.G.; Lloret, I.; Puntonet, C.G.; Górriz, J.M.
  • 2004
  • journal-article
Hybrid ICA-ANN model applied to volatile time series forecasting
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Salmerón, M.; Lang, E.W.
  • 2004
  • conference-paper
Hybrid techniques for improving ICA algorithms
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Salmerón, M.
  • 2004
  • conference-paper
ICAtoolbox2.0.: A Matlab implementation of independent component analysis algorithms
AUTHORS: Górriz, J.M.; Ḿndez, J.C.; Puntonet, C.G.; Salmerón, M.; Cazalla, M.J.
  • 2004
  • conference-paper
Meta-heuristics hybridizing independent component analysis with genetic algorithms
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Salmerón, M.; Lang, E.
  • 2004
  • conference-paper
Modelling time series with exogenous information
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Salmerón, M.; Ortega, J.
  • 2004
  • conference-paper
Parallel implementation of matrix techniques
AUTHORS: Salmerón, M.; Puntonet, C.G.; Ortega, J.; Górriz, J.M.
  • 2004
  • conference-paper
Parallelization of time series forecasting model
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Salmerón, M.; Martin-Clemente, R.
  • 2004
  • conference-paper
Preprocessing time series with ICA and Savitzky-Golay filtering
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Salmerón, M.
  • 2004
  • conference-paper
Times series prediction using ICA algorithms and VC theory
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Salmerón, M.; Rojas, F.
  • 2004
  • conference-paper
Times series prediction using ICA algorithms vs. parallel neural networks
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Salmerón, M.; Lang, E.W.
  • 2004
  • conference-paper
Using confidence interval of a regularization network
AUTHORS: Górriz, J.M.; Puntonet, C.G.; Salmerón, M.; Martin-Clemente, R.; Hornillo-Mellado, S.
  • 2004
  • conference-paper
Evaluation of the performance potential of organic TFT circuits
AUTHORS: Brederlow, R.; Briole, S.; Klauk, H.; Halik, M.; Zschieschang, U.; Schmid, G.; Gorriz-Saez, J.-M.; Pacha, C.; Thewes, R.; Weber, W.
  • 2003
  • conference-paper
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