Journal Articles

Martinez-Murcia, F. J., Ortiz, A., Gorriz, J.M., Ramirez, J. and Castillo-Barnes, D.

Studying the Manifold Structure of Alzheimer’s Disease: A Deep Learning Approach Using Convolutional Autoencoders IEEE Journal of Biomedical and Health Informatics Vol. Online, No. 0, pp. .

DOI: 10.1109/JBHI.2019.2914970

Segovia, Fermin, Gorriz, Juan M, Ramirez, Javier, {Martinez-Murcia}, Francisco J and {Castillo-Barnes}, Diego

Assisted Diagnosis of {{Parkinsonism}} Based on the Striatal Morphology International Journal of Neural Systems Vol. , pp. .

DOI: 10.1142/s0129065719500114

Gorriz, Juan M, Ramirez, Javier, Segovia, F, Martinez, Francisco J, Lai, Meng-Chuan, Lombardo, Michael V, {Baron-Cohen}, Simon, Consortium, MRC AIMS, Suckling, John and others

A {{Machine Learning Approach}} to {{Reveal}} the {{Neuro}}-{{Phenotypes}} of {{Autisms}} International Journal of Neural Systems Vol. , pp. .

DOI: 10.1142/S0129065718500582

Juan M. Gorriz, J. Ramirez and J. Suckling

On the computation of distribution-free performance bounds: application to small sample sizes in neuroimaging Pattern RecognitionPublisher Website

DOI: https://authors.elsevier.com/a/1YtOj77nKWPSQ

Ortiz, Andrés, Munilla, Jorge, Martínez-Murcia, Francisco J., Górriz, Juan M. and Ramírez, Javier

Empirical Functional PCA for 3D Image Feature Extraction Through Fractal Sampling International Journal of Neural Systems Vol. 0, No. 0, pp. 1850040.

DOI: 10.1142/S0129065718500405

F.J. Martinez-Murcia, J.M. Gorriz, J. Ramirez, A. Ortiz

Convolutional Neural Networks for Neuroimaging in Parkinson’s Disease: Is Preprocessing Needed? International Journal of Neural Systems In press

DOI: 10.1142/S0129065718500351

Segovia, F., Sánchez-Vañó, R., Górriz, J.M., Ramírez, J., Sopena-Novales, P., Dardel, N.T., Rodríguez-Fernández, A. and Gómez-Río, M.

Using CT data to improve the quantitative analysis of18F-FBB PET neuroimages Frontiers in Aging Neuroscience Vol. 10, No. JUN, pp. .

DOI: 10.3389/fnagi.2018.00158

Castiglioni, I., Salvatore, C., Ramírez, J. and Górriz, J.M.

Machine-learning neuroimaging challenge for automated diagnosis of mild cognitive impairment: Lessons learnt Journal of Neuroscience Methods Vol. 302, pp. 10-13.

DOI: 10.1016/j.jneumeth.2017.12.019

Arco, J.E., González-García, C., Díaz-Gutiérrez, P., Ramírez, J. and Ruz, M.

Influence of activation pattern estimates and statistical significance tests in fMRI decoding analysis Journal of Neuroscience Methods Vol. , pp. .

DOI: 10.1016/j.jneumeth.2018.06.017

J. Ramírez, J. M. Górriz, A. Ortiz, F.J. Martinez-Murcia, F. Segovia, D. Salas-Gonzalez, D. Castillo-Barnes, I.A. Illan, C.G. Puntonet.

Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares Journal of neuroscience methods Vol. 302, pp. 47-57.

DOI: 10.1016/j.jneumeth.2017.12.005

A. Ortiz, F. Lozano, J.M. Górriz, J. Ramírez, F.J. Martinez-Murcia

Discriminative Sparse Features for Alzheimer’s Disease Diagnosis Using Multimodal Image Data Current Alzheimer Research Vol. 15, No. 1, pp. 67--79.

DOI: 10.2174/1567205014666170922101135

F.J. Martinez-Murcia, J.M. Górriz, J. Ramírez, F. Segovia, D. Salas-Gonzalez, D. Castillo-Barnes, A. Ortiz

Assessing Mild Cognitive Impairment Progression using a Spherical Brain Mapping of Magnetic Resonance Imaging Journal of Alzheimer's Disease In Press. Article Pre-print

DOI: 10.3233/JAD-170403

D. Castillo-Barnes, J. Ramírez, F. Segovia, F.J. Martinez-Murcia, D. Salas-Gonzalez, J.M. Górriz

Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson’s Disease Frontiers in Neuroinformatics

DOI: 10.3389/fninf.2018.00053

Segovia, F., García-Pérez, M., Górriz, J.M., Ramírez, J. and Martínez-Murcia, F.J.

Assisting the diagnosis of neurodegenerative disorders using principal component analysis and tensorflow Advances in Intelligent Systems and Computing Vol. 527, pp. 43.

DOI: 10.1007/978-3-319-47364-2_5

González-García, C., Arco, J.E., Palenciano, A.F., Ramírez, J. and Ruz, M.

Encoding, preparation and implementation of novel complex verbal instructions NeuroImage Vol. 148, pp. 264-273.

DOI: 10.1016/j.neuroimage.2017.01.037

Martinez-Murcia, F.J., Górriz, J.M., Ramírez, J., Segovia, F., Salas-Gonzalez, D., Castillo-Barnes, D., Illán, I.A. and Ortiz, A.

Evaluating Alzheimer’s disease diagnosis using texture analysis Communications in Computer and Information Science Vol. 723, pp. 470-481.

DOI: 10.1007/978-3-319-60964-5_41

Górriz, J.M., Ramírez, J., Moreno-Caballero, M., Martinez-Murcia, F.J., Ortiz, A., Illán, I.A., Segovia, F., Salas-González, D. and Gomez-Rio, M.

Tree-based ensemble learning techniques in the analysis of parkinsonian syndromes Communications in Computer and Information Science Vol. 723, pp. 459-469.

DOI: 10.1007/978-3-319-60964-5_40

Ortiz, A., Munilla, J., Martínez-Murcia, F.J., Górriz, J.M. and Ramírez, J.

Learning longitudinal MRI patterns by SICE and deep learning: Assessing the Alzheimer’s disease progression Communications in Computer and Information Science Vol. 723, pp. 413-424.

DOI: 10.1007/978-3-319-60964-5_36

Gorriz, J.M., Ramirez, J., Suckling, J., Illan, I.A., Ortiz, A., Martinez-Murcia, F.J., Segovia, F., Salas-Gonzalez, D. and Wang, S.

Case-Based Statistical Learning: A Non-Parametric Implementation with a Conditional-Error Rate SVM IEEE Access Vol. 5, pp. 11468-11478.Open Access

DOI: 10.1109/ACCESS.2017.2714579

Munilla, J., Ortiz, A., Górriz, J.M. and Ramírez, J.

Construction and analysis of weighted brain networks from SICE for the study of Alzheimer’s disease Frontiers in Neuroinformatics Vol. 11, pp. .

DOI: 10.3389/fninf.2017.00019

Lafuente, V., Gorriz, J.M., Ramirez, J. and Gonzalez, E.

P300 brainwave extraction from EEG signals: An unsupervised approach Expert Systems with Applications Vol. 74, pp. 1-10.

DOI: 10.1016/j.eswa.2016.12.038

Khedher, L., Illán, I.A., Górriz, J.M., Ramírez, J., Brahim, A. and Meyer-Baese, A.

Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer’s with Visual Support International Journal of Neural Systems Vol. 27, No. 3, pp. .

DOI: 10.1142/S0129065716500507

J.M. Gorriz, J. Ramírez, J. Suckling, F.J. Martinez-Murcia, I.A. Illan, F. Segovia, D. Salas-Gonzalez, D. Castillo-Barnes and C.G. Puntonet

A semi-supervised learning approach for model selection based on class-hypothesis testing Expert Systems with Applications Vol. 90, pp. 40--49.

DOI: 10.1016/j.eswa.2017.08.006

F. Segovia, J.M. Górriz, J. Ramírez, F.J. Martinez-Murcia and D. Salas-Gonzalez

Preprocessing of 18F-DMFP-PET Data Based on Hidden Markov Random Fields and the Gaussian Distribution Frontiers in aging neuroscience Vol. 9, pp. 326.

DOI: 10.3389/fnagi.2017.00326

F. Segovia, J.M. Górriz, J. Ramírez, F.J. Martinez-Murcia, J. Levin, M. Schuberth, M. Brendel, A. Rominger, K. Bötzel and G. Garraux

Multivariate analysis of 18F-DMFP PET data to assist the diagnosis of parkinsonism Frontiers in neuroinformatics Vol. 11, pp. 23.

DOI: 10.3389/fninf.2017.00023

F.J. Martinez‐Murcia, M.C. Lai, J.M. Górriz, J. Ramírez, A.M.H. Young, S.C.L. Deoni, C. Ecker, M.V. Lombardo, MRC AIMS Consortium, S. Baron‐Cohen D.G.M. Murphy, E.T. Bullmore, J. Suckling

On the brain structure heterogeneity of autism: Parsing out acquisition site effects with significance‐weighted principal component analysis Human Brain Mapping Vol. 38, No. 3, pp. 1208-1223

DOI: 10.1002/hbm.23449

F.J. Martinez-Murcia, J.M. Górriz, J. Ramírez, I.A. Illán, F. Segovia, D. Castillo-Barnes, D. Salas-Gonzalez

Functional brain imaging synthesis based on image decomposition and kernel modeling: Application to neurodegenerative diseases Frontiers in Neuroinformatics Vol. 11, pp. 65.

DOI: 10.3389/fninf.2017.00065

D. Castillo-Barnes, I. Peis, F.J. Martinez-Murcia, F. Segovia, I.A. Illan, J.M. Gorriz, J. Ramírez, D. Salas-Gonzalez

A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI Frontiers in Neuroinformatics 2017, Vol. 11, No. 8, pp. 66.

DOI: 10.3389/fninf.2017.00066

Ramírez, J., Górriz, J.M., Ortiz, A., Padilla, P. and Martínez-Murcia, F.J.

Ensemble tree learning techniques for magnetic resonance image analysis Smart Innovation, Systems and Technologies Vol. 45, pp. 395-404.

DOI: 10.1007/978-3-319-23024-5_36

Arco, J.E., Ramírez, J., Górriz, J.M., Puntonet, C.G. and Ruz, M.

Short-term prediction of MCI to AD conversion based on longitudinal MRI analysis and neuropsychological tests Smart Innovation, Systems and Technologies Vol. 45, pp. 385-394.

DOI: 10.1007/978-3-319-23024-5_35

Ortiz, A., Martínez-Murcia, F.J., García-Tarifa, M.J., Lozano, F., Górriz, J.M. and Ramírez, J.

Automated diagnosis of parkinsonian syndromes by deep sparse filtering-based features Smart Innovation, Systems and Technologies Vol. 60, pp. 249-258.

DOI: 10.1007/978-3-319-39687-3_24

Al-Baddai, S., Neubauer, A., Tomé, A.M., Vigneron, V., Salas-Gonzalez, D., Górriz, J.M., Puntonet, C.G. and Lang, E.W.

Functional biomedical images of Alzheimer’s disease. A green’s function-based empirical mode decomposition study Current Alzheimer Research Vol. 13, No. 6, pp. 695-707.

DOI: 10.2174/1567205013666160322141726

Krashenyi, I., Ramírez, J., Popov, A. and Górriz, J.M.

Fuzzy computer-aided Alzheimer’s disease diagnosis based on MRI data Current Alzheimer Research Vol. 13, No. 5, pp. 545-556.

DOI: 10.2174/1567205013666160314145008

Olivares, A., Górriz, J.M., Ramírez, J. and Olivares, G.

Using frequency analysis to improve the precision of human body posture algorithms based on Kalman filters Computers in Biology and Medicine Vol. 72, pp. 229-238.

DOI: 10.1016/j.compbiomed.2015.08.007

Ortiz, A., Munilla, J., Górriz, J.M. and Ramírez, J.

Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer’s Disease International Journal of Neural Systems Vol. 26, No. 7, pp. .

DOI: 10.1142/S0129065716500258

Wang, S., Yang, M., Du, S., Yang, J., Liu, B., Gorriz, J.M., Ramï¿½rez, J., Yuan, T.-F. and Zhang, Y.

Wavelet entropy and directed acyclic graph support vector machine for detection of patients with unilateral hearing loss in MRI scanning Frontiers in Computational Neuroscience Vol. 10, No. OCT, pp. .

DOI: 10.3389/fncom.2016.00106

Segovia, F., Górriz, J.M., Ramírez, J. and Phillips, C.

Combining feature extraction methods to assist the diagnosis of alzheimer’s disease Current Alzheimer Research Vol. 13, No. 7, pp. 831-837.

DOI: 10.2174/1567205013666151116141906

F.J. Martinez-Murcia, J.M. Górriz, J. Ramírez and A. Ortiz.

A Spherical Brain Mapping of MR Images for the Detection of Alzheimer’s Disease Current Alzheimer Research Vol. 13, No. 5, pp. 575-588.

DOI: 10.2174/1567205013666160314145158

F.J. Martinez-Murcia, J.M. Górriz, J. Ramírez and A. Ortiz.

A Structural Parametrization of the Brain Using Hidden Markov Models-Based Paths in Alzheimer’s Disease International Journal of Neural Systems Vol. 26, No. 7, pp. 1650024.

DOI: 10.1142/S0129065716500246

D. Salas-Gonzalez, F. Segovia, F.J. Martinez-Murcia, E.W. Lang, J.M. Górriz and J. Ramírez.

An optimal approach for selecting discriminant regions for the diagnosis of alzheimer’s disease Current Alzheimer Research Vol. 13, No. 7, pp. 838-844.

DOI: 10.2174/1567205013666160415154852

Wansard, Murielle, Bartolomeo, Paolo, Bastin, Christine, Segovia, Fermin, Gillet, Sophie, Duret, Christophe and Meulemans, Thierry

Support for Distinct Subcomponents of Spatial Working Memory: A Double Dissociation between Spatial-Simultaneous and Spatial-Sequential Performance in Unilateral Neglect Cognitive Neuropsychology Vol. 32, No. 1, pp. 14-28.

DOI: 10.1080/02643294.2014.995075

Rodríguez-López, J., Blázquez, P.C., Elvira, L., De Espinosa, F.M., Ramírez, J. and De Vicente, J.

On the yielding behaviour in magnetorheology using ultrasounds, shear and normal stresses, and optical microscopy Journal of Physics D: Applied Physics Vol. 48, No. 46, pp. .

DOI: 10.1088/0022-3727/48/46/465503

Segovia, F., Illán, I.A., Górriz, J.M., Ramírez, J., Rominger, A. and Levin, J.

Distinguishing Parkinson’s disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks Frontiers in Computational Neuroscience Vol. 9, No. November, pp. 1-8.

DOI: 10.3389/fncom.2015.00137

Khedher, L., Ramírez, J., Górriz, J.M., Brahim, A. and Segovia, F.

Early diagnosis of Alzheimer’s disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images Neurocomputing Vol. 151, No. P1, pp. 139-150.

DOI: 10.1016/j.neucom.2014.09.072

Padilla, P., Górriz, J.M., Ramírez, J., Salas-González, D. and Illán, I.A.

Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches Neurocomputing Vol. 150, No. Part A, pp. 4-15.

DOI: 10.1016/j.neucom.2014.01.080

Ortiz, A., Munilla, J., Álvarez-Illán, I., Górriz, J.M. and Ramírez, J.

Exploratory graphical models of functional and structural connectivity patterns for Alzheimer’s disease diagnosis Frontiers in Computational Neuroscience Vol. 9, No. November, pp. 1-18.

DOI: 10.3389/fncom.2015.00132

Brahim, A., Górriz, J.M., Ramírez, J. and Khedher, L.

Intensity normalization of DaTSCAN SPECT imaging using a model-based clustering approach Applied Soft Computing Journal Vol. 37, pp. 234-244.

DOI: 10.1016/j.asoc.2015.08.030

Brahim, A., Ramírez, J., Górriz, J.M., Khedher, L. and Salas-Gonzalez, D.

Comparison between different intensity normalization methods in123I-Ioflupane imaging for the automatic detection of Parkinsonism PLoS ONE Vol. 10, No. 6, pp. .

DOI: 10.1371/journal.pone.0135107

Arco, J.E., Górriz, J.M., Ramírez, J., Álvarez, I. and Puntonet, C.G.

Digital image analysis for automatic enumeration of malaria parasites using morphological operations Expert Systems with Applications Vol. 42, No. 6, pp. 3041-3047.

DOI: 10.1016/j.eswa.2014.11.037

D. Salas-Gonzalez, J.M. Gorriz, J. Ramirez, I.A. Illán, P. Padilla, F.J. Martínez-Murcia, E.W. Lang.

Building a FP-CIT SPECT Brain Template Using a Posterization Approach Neuroinformatics Vol. 13, No. 4, pp. 391-402.

DOI: 10.1007/s12021-015-9262-9

Wansard, Murielle, Meulemans, Thierry, Gillet, Sophie, Segovia, Fermin, Bastin, Christine, Toba, Monica N. and Bartolomeo, Paolo

Visual Neglect: Is There a Relationship between Impaired Spatial Working Memory and Re-Cancellation? Experimental Brain Research Vol. 232, No. 10, pp. 3333-3343.

DOI: 10.1007/s00221-014-4028-4

Aly, Mariam, Wansard, Murielle, Segovia, Ferm'in, Yonelinas, Andrew P. and Bastin, Christine

Cortical and Subcortical Contributions to State- and Strength-Based Perceptual Judgments Neuropsychologia Vol. 64, pp. 145-156.

DOI: 10.1016/j.neuropsychologia.2014.09.025

Meyer-Baese, A., Plant, C. and Gorriz Saez, J.M.

Advanced computer vision approaches in biomedical image analysis Computational and Mathematical Methods in Medicine Vol. 2014, pp. .

DOI: 10.1155/2014/347265

Ortiz, A., Gorriz, J.M., Ramirez, J. and Salas-Gonzalez, D.

Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering Information Sciences Vol. 262, pp. 117-136.

DOI: 10.1016/j.ins.2013.10.002

Segovia, F., Bastin, C., Salmon, E., Goŕriz, J.M., Ramiŕez, J. and Phillips, C.

Combining PET Images and neuropsychological test data for automatic diagnosis of alzheimer’s disease PLoS ONE Vol. 9, No. 2, pp. .

DOI: 10.1371/journal.pone.0088687

Hidalgo-Muñoz, A.R., Ramírez, J., Górriz, J.M. and Padilla, P.

Regions of interest computed by SVM wrapped method for Alzheimer’s disease examination from segmented MRI Frontiers in Aging Neuroscience Vol. 6, No. FEB, pp. .

DOI: 10.3389/fnagi.2014.00020

Illan, I.A., Górriz, J.M., Ramírez, J. and Meyer-Base, A.

Spatial component analysis of MRI data for Alzheimer’s disease diagnosis: A Bayesian network approach Frontiers in Computational Neuroscience Vol. 8, No. NOV, pp. .

DOI: 10.3389/fncom.2014.00156

Górriz, J.M., Ramírez, J., Olivares, A., Padilla, P., Puntonet, C.G., Cantón, M. and Laguna, P.

Real time QRS detection based on M-Ary likelihood ratio test on the DFT coefficients PLoS ONE Vol. 9, No. 10, pp. .

DOI: 10.1371/journal.pone.0110629

Segovia, F., Holt, R., Spencer, M., Górriz, J.M., Ramírez, J., Puntonet, C.G., Phillips, C., Chura, L., Baron-Cohen, S. and Suckling, J.

Identifying endophenotypes of autism: A multivariate approach Frontiers in Computational Neuroscience Vol. 8, No. JUN, pp. .

DOI: 10.3389/fncom.2014.00060

Górriz, J.M., Ramírez, J., Olivares, A., Padilla, P. and Puntonet, C.G.

Correction: Real time QRS detection based on M-ary likelihood ratio test on the DFT coefficients PLoS ONE Vol. 9, No. 12, pp. .

DOI: 10.1371/journal.pone.0116654

Padilla, J.L., Padilla, P., Valenzuela-Valdés, J.F., Ramírez, J. and Górriz, J.M.

RF fingerprint measurements for the identification of devices in wireless communication networks based on feature reduction and subspace transformation Measurement: Journal of the International Measurement Confederation Vol. 58, pp. 468-475.

DOI: 10.1016/j.measurement.2014.09.009

A. Ortiz, J.M. Górriz, J. Ramírez and F.J. Martínez-Murcia.

Automatic ROI selection in structural brain MRI using SOM 3D projection PLoS ONE Vol. 9, No. 4, pp. e93851.

DOI: 10.1371/journal.pone.0093851

F.J. Martínez-Murcia, J.M. Górriz, J. Ramírez, M. Moreno-Caballero and M. Gómez-Río.

Parametrization of textural patterns in 123I-ioflupane imaging for the automatic detection of Parkinsonism Medical Physics Vol. 41, No. 1, pp. 012502.

DOI: 10.1118/1.4845115

F.J. Martínez-Murcia, J.M. Górriz, J. Ramírez, I.A. Illán and A. Ortiz

Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging Neurocomputing Vol. 126, pp. 58 - 70.

DOI: 10.1016/j.neucom.2013.01.054

Ortiz, A., Górriz, J.M., Ramírez, J., Salas-González, D. and Llamas-Elvira, J.M.

Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies Applied Soft Computing Journal Vol. 13, No. 5, pp. 2668-2682.

DOI: 10.1016/j.asoc.2012.11.020

López, M.M., Górriz, J.M., Ramírez, J., Gómez-Río, M., Verdejo, J. and Vas, J.

Component-based technique for determining the effects of acupuncture for fighting migraine using SPECT images Expert Systems with Applications Vol. 40, No. 1, pp. 44-51.

DOI: 10.1016/j.eswa.2012.07.004

Salas-Gonzalez, D., Górriz, J.M., Ramírez, J., Schloegl, M., Lang, E.W. and Ortiz, A.

Parameterization of the distribution of white and grey matter in MRI using the α-stable distribution Computers in Biology and Medicine Vol. 43, No. 5, pp. 559-567.

DOI: 10.1016/j.compbiomed.2013.01.003

Chaves, R., Ramírez, J. and Górriz, J.M.

Integrating discretization and association rule-based classification for Alzheimer’s disease diagnosis Expert Systems with Applications Vol. 40, No. 5, pp. 1571-1578.

DOI: 10.1016/j.eswa.2012.09.003

Segovia, F., Górriz, J.M., Ramírez, J., Salas-González, D. and Álvarez, I.

Early diagnosis of Alzheimer’s disease based on Partial Least Squares and Support Vector Machine Expert Systems with Applications Vol. 40, No. 2, pp. 677-683.

DOI: 10.1016/j.eswa.2012.07.071

Salas-Gonzalez, D., Górriz, J.M., Ramírez, J., Illán, I.A. and Lang, E.W.

Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution NeuroImage Vol. 65, pp. 449-455.

DOI: 10.1016/j.neuroimage.2012.10.005

Olivares, A., Ruiz-Garcia, G., Olivares, G., Górriz, J.M. and Ramirez, J.

Automatic determination of validity of input data used in ellipsoid fitting MARG calibration algorithms Sensors (Switzerland) Vol. 13, No. 9, pp. 11797-11817.

DOI: 10.3390/s130911797

Ortiz, A., Górriz, J.M., Ramírez, J. and Salas-González, D.

Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization Neurocomputing Vol. 114, pp. 118-131.

DOI: 10.1016/j.neucom.2012.08.047

Ramírez, J., Górriz, J.M., Salas-Gonzalez, D., Romero, A., López, M., Álvarez, I. and Gómez-Río, M.

Computer-aided diagnosis of Alzheimer’s type dementia combining support vector machines and discriminant set of features Information Sciences Vol. 237, pp. 59-72.

DOI: 10.1016/j.ins.2009.05.012

Salas-Gonzalez, D., Górriz, J.M., Ramírez, J., Padilla, P. and Illán, I.A.

Improving the convergence rate in affine registration of PET and SPECT brain images using histogram equalization Computational and Mathematical Methods in Medicine Vol. 2013, pp. .

DOI: 10.1155/2013/760903

Ortiz, A., Palacio, A.A., Górriz, J.M., Ramírez, J. and Salas-González, D.

Segmentation of brain MRI using SOM-FCM-based method and 3D statistical descriptors Computational and Mathematical Methods in Medicine Vol. 2013, pp. .

DOI: 10.1155/2013/638563

A. Rojas, J.M. Górriz, J. Ramírez, I.A. Illán, F.J. Martínez-Murcia, A. Ortiz, M. Gómez Río and M. Moreno-Caballero.

Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease Expert Systems with Applications Vol. 40, No. 7, pp. 2756-2766.

DOI: 10.1016/j.eswa.2012.11.017

A. Ortiz, J.M. Górriz, J. Ramírez and F.J. Martínez-Murcia.

LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer’s disease Pattern Recognition Letters Vol. 34, No. 14, pp. 1725-1733.

DOI: 10.1016/j.patrec.2013.04.014

F.J. Martínez-Murcia, J.M. Górriz, J. Ramírez, C.G. Puntonet and I.A. Illán

Functional activity maps based on significance measures and Independent Component Analysis Computer Methods and Programs in Biomedicine Vol. 111, No. 1, pp. 255 - 268.

DOI: 10.1016/j.cmpb.2013.03.015

Chaves, R., Ramírez, J., Gárriz, J.M., Illán, I.A., Gámez-Río, M. and Carnero, C.

Effective diagnosis of Alzheimers disease by means of large margin-based methodology BMC Medical Informatics and Decision Making Vol. 12, No. 1, pp. .

DOI: 10.1186/1472-6947-12-79

Segovia, F., Górriz, J.M., Ramírez, J., Álvarez, I., Jiménez-Hoyuela, J.M. and Ortega, S.J.

Improved Parkinsonism diagnosis using a partial least squares based approach Medical Physics Vol. 39, No. 7, pp. 4395-4403.

DOI: 10.1118/1.4730289

Segovia, F., Górriz, J.M., Ramírez, J., Salas-Gonzalez, D., Álvarez, I., López, M. and Chaves, R.

A comparative study of feature extraction methods for the diagnosis of Alzheimer’s disease using the ADNI database Neurocomputing Vol. 75, No. 1, pp. 64-71.

DOI: 10.1016/j.neucom.2011.03.050

Chaves, R., Ramírez, J., Górriz, J.M. and Segovia, F.

Effective voxel selection method over FDG-PET database based on association rules Frontiers in Artificial Intelligence and Applications Vol. 243, pp. 2210-2219.

DOI: 10.3233/978-1-61499-105-2-2210

Segovia, F., Górriz, J.M., Ramírez, J., Chaves, R. and Álvarez, I.

Automatic differentiation between controls and Parkinson’s disease DaTSCAN images using a partial least squares scheme and the fisher discriminant ratio Frontiers in Artificial Intelligence and Applications Vol. 243, pp. 2241-2250.

DOI: 10.3233/978-1-61499-105-2-2241

Gallix, A., Górriz, J.M., Ramírez, J., Illán, I.A. and Lang, E.W.

SPECT computer-aided diagnosis system based on the empirical mode decomposition Frontiers in Artificial Intelligence and Applications Vol. 243, pp. 2220-2231.

DOI: 10.3233/978-1-61499-105-2-2220

Illán, I.A., Górriz, J.M., Ramírez, J., Segovia, F., Jiménez-Hoyuela, J.M. and Ortega Lozano, S.J.

Automatic assistance to Parkinsons disease diagnosis in DaTSCAN SPECT imaging Medical Physics Vol. 39, No. 10, pp. 5971-5980.

DOI: 10.1118/1.4742055

Chaves, R., Ramírez, J., Górriz, J.M. and Puntonet, C.G.

Association rule-based feature selection method for Alzheimer’s disease diagnosis Expert Systems with Applications Vol. 39, No. 14, pp. 11766-11774.

DOI: 10.1016/j.eswa.2012.04.075

Chaves, R., Ramírez, J., Górriz, J.M. and Illán, I.A.

Functional brain image classification using association rules defined over discriminant regions Pattern Recognition Letters Vol. 33, No. 12, pp. 1666-1672.

DOI: 10.1016/j.patrec.2012.04.011

Olivares, A., Ramírez, J., Górriz, J.M., Olivares, G. and Damas, M.

Detection of (In)activity periods in human body motion using inertial sensors: A comparative study Sensors (Switzerland) Vol. 12, No. 5, pp. 5791-5814.

DOI: 10.3390/s120505791

Padilla, P., Lopez, M., Gorriz, J.M., Ramirez, J., Salas-Gonzalez, D. and Alvarez, I.

NMF-SVM based CAD tool applied to functional brain images for the diagnosis of Alzheimer’s disease IEEE Transactions on Medical Imaging Vol. 31, No. 2, pp. 207-216.

DOI: 10.1109/TMI.2011.2167628

Ortiz, A., Gorriz, J.M., Ramirez, J. and Salas-Gonzalez, D.

Optimized segmentation of brain MRI using GHSOM and evolutive computing Frontiers in Artificial Intelligence and Applications Vol. 243, pp. 2232-2240.

DOI: 10.3233/978-1-61499-105-2-2232

Gallix, A., Górriz, J.M., Ramírez, J., Illán, I.A. and Lang, E.W.

On the empirical mode decomposition applied to the analysis of brain SPECT images Expert Systems with Applications Vol. 39, No. 18, pp. 13451-13461.

DOI: 10.1016/j.eswa.2012.05.058

Lang, E.W., Tomé, A.M., Keck, I.R., Górriz-Sáez, J.M. and Puntonet, C.G.

Brain connectivity analysis: A short survey Computational Intelligence and Neuroscience Vol. 2012, pp. .

DOI: 10.1155/2012/412512

Illán, I.A., Górriz, J.M., Ramírez, J., Lang, E.W., Salas-Gonzalez, D. and Puntonet, C.G.

Bilateral symmetry aspects in computer-aided Alzheimer’s disease diagnosis by single-photon emission-computed tomography imaging Artificial Intelligence in Medicine Vol. 56, No. 3, pp. 191-198.

DOI: 10.1016/j.artmed.2012.09.005

F.J. Martinez-Murcia, J.M. Górriz, J. Ramírez, C.G. Puntonet, D. Salas-Gonzalez

Computer aided diagnosis tool for Alzheimer’s disease based on Mann–Whitney–Wilcoxon U-test Expert Systems with Applications Vol. 39, No.10, pp. 9676-9685

DOI: 10.1016/j.eswa.2012.02.153

Olivares, A., Ǵorriz, J.M., Ramírez, J. and Olivares, G.

Accurate human limb angle measurement: Sensor fusion through Kalman, least mean squares and recursive least-squares adaptive filtering Measurement Science and Technology Vol. 22, No. 2, pp. .

DOI: 10.1088/0957-0233/22/2/025801

Illán, I.A., Górriz, J.M., Ramírez, J., Salas-Gonzalez, D., López, M.M., Segovia, F., Chaves, R., Gómez-Rio, M. and Puntonet, C.G.

18F-FDG PET imaging analysis for computer aided Alzheimer’s diagnosis Information Sciences Vol. 181, No. 4, pp. 903-916.

DOI: 10.1016/j.ins.2010.10.027

Górriz, J.M., Segovia, F., Ramírez, J., Lassl, A. and Salas-Gonzalez, D.

GMM based SPECT image classification for the diagnosis of Alzheimer’s disease Applied Soft Computing Journal Vol. 11, No. 2, pp. 2313-2325.

DOI: 10.1016/j.asoc.2010.08.012

Illán, I.A., Górriz, J.M., López, M.M., Ramírez, J., Salas-Gonzalez, D., Segovia, F., Chaves, R. and Puntonet, C.G.

Computer aided diagnosis of Alzheimer’s disease using component based SVM Applied Soft Computing Journal Vol. 11, No. 2, pp. 2376-2382.

DOI: 10.1016/j.asoc.2010.08.019

Ortiz, A., Górriz, J.M., Ramírez, J. and Salas-Gonzalez, D.

MR brain image segmentation by growing hierarchical SOM and probability clustering Electronics Letters Vol. 47, No. 10, pp. 585-586.

DOI: 10.1049/el.2011.0322

López, M., Ramírez, J., Górriz, J.M., Álvarez, I., Salas-Gonzalez, D., Segovia, F., Chaves, R., Padilla, P. and Gómez-Río, M.

Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer’s disease Neurocomputing Vol. 74, No. 8, pp. 1260-1271.

DOI: 10.1016/j.neucom.2010.06.025

Salas-Gonzalez, D., Górriz, J.M., Ramírez, J., Álvarez, I., López, M., Segovia, F. and Puntonet, C.G.

Two approaches to selecting set of voxels for the diagnosis of Alzheimer’s disease using brain SPECT images Digital Signal Processing: A Review Journal Vol. 21, No. 6, pp. 746-755.

DOI: 10.1016/j.dsp.2011.01.006

Olivares, A., Olivares, G., Mula, F., Górriz, J.M. and Ramírez, J.

Wagyromag: Wireless sensor network for monitoring and processing human body movement in healthcare applications Journal of Systems Architecture Vol. 57, No. 10, pp. 905-915.

DOI: 10.1016/j.sysarc.2011.04.001

Chaves, R., Górriz, J.M., Ramírez, J., Illn, I.A., Salas-Gonzalez, D. and Gómez-Río, M.

Efficient mining of association rules for the early diagnosis of Alzheimer’s disease Physics in Medicine and Biology Vol. 56, No. 18, pp. 6047-6063.

DOI: 10.1088/0031-9155/56/18/017

Salas-Gonzalez, D., Górriz, J.M., Ramírez, J., Illán, I.A., López, M., Segovia, F., Chaves, R., Padilla, P. and Puntonet, C.G.

Feature selection using factor analysis for Alzheimer’s diagnosis using F 18 -FDG PET images Medical Physics Vol. 37, No. 11, pp. 6084-6095.

DOI: 10.1118/1.3488894

Ramírez, J., Górriz, J.M., Segovia, F., Chaves, R., Salas-Gonzalez, D., López, M., Álvarez, I. and Padilla, P.

Computer aided diagnosis system for the Alzheimer’s disease based on partial least squares and random forest SPECT image classification Neuroscience Letters Vol. 472, No. 2, pp. 99-103.

DOI: 10.1016/j.neulet.2010.01.056

Górriz, J.M., Ramírez, J., Lang, E.W., Puntonet, C.G. and Turias, I.

Improved likelihood ratio test based voice activity detector applied to speech recognition Speech Communication Vol. 52, No. 7-8, pp. 664-677.

DOI: 10.1016/j.specom.2010.03.003

Padilla, P., Górriz, J.M., Ramírez, J., Chaves, R., Segovia, F., Alvarez, I., Salas-González, D., López, M. and Puntonet, C.G.

Alzheimer’s disease detection in functional images using 2D Gabor wavelet analysis Electronics Letters Vol. 46, No. 8, pp. 556-558.

DOI: 10.1049/el.2010.0219

Segovia, F., Górriz, J.M., Ramírez, J., Salas-González, D., Álvarez, I., López, M., Chaves, R. and Padilla, P.

Classification of functional brain images using a GMM-based multi-variate approach Neuroscience Letters Vol. 474, No. 1, pp. 58-62.

DOI: 10.1016/j.neulet.2010.03.010

Padilla, P., Górriz, J.M., Ramírez, J., Chaves, R., Segovia, F., Alvarez, I., Salas-González, D., López, M. and Puntonet, C.G.

Erratum: Alzheimer’s disease detection in functional images using 2D Gabor wavelet analysis (Electronics Letters (2010) 46:8 (556-558)) Electronics Letters Vol. 46, No. 14, pp. 1038.

DOI: 10.1049/el.2010.9081

Salas-Gonzalez, D., Górriz, J.M., Ramírez, J., López, M., Álvarez, I., Segovia, F., Chaves, R. and Puntonet, C.G.

Computer-aided diagnosis of Alzheimer’s disease using support vector machines and classification trees Physics in Medicine and Biology Vol. 55, No. 10, pp. 2807-2817.

DOI: 10.1088/0031-9155/55/10/002

Padilla, P., Górriz, J.M., Ramírez, J., Lang, E.W., Chaves, R., Segovia, F., López, M., Salas-González, D. and Álvarez, I.

Analysis of SPECT brain images for the diagnosis of Alzheimer’s disease based on NMF for feature extraction Neuroscience Letters Vol. 479, No. 3, pp. 192-196.

DOI: 10.1016/j.neulet.2010.05.047

Illán, I.A., Górriz, J.M., Ramírez, J., Salas-Gonzalez, D., López, M., Segovia, F., Padilla, P. and Puntonet, C.G.

Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer’s disease Pattern Recognition Letters Vol. 31, No. 11, pp. 1342-1347.

DOI: 10.1016/j.patrec.2010.03.004

Górriz, J.M., Ramírez, J., Cruces-Alvarez, S., Puntonet, C.G., Lang, E.W. and Erdogmus, D.

A novel LMS algorithm applied to adaptive noise cancellation IEEE Signal Processing Letters Vol. 16, No. 1, pp. 34-37.

DOI: 10.1109/LSP.2008.2008584

Álvarez, I., Górriz, J.M., Ramírez, J., Salas-Gonzalez, D., López, M., Puntonet, C.G. and Segovia, F.

Alzheimer’s diagnosis using eigenbrains and support vector machines Electronics Letters Vol. 45, No. 7, pp. 342-343.

DOI: 10.1049/el.2009.3415

Górriz, J.M., Ramírez, J., Cruces-Álvarez, S., Erdogmus, D., Puntonet, C.G. and Lang, E.W.

Speech enhancement in discontinuous transmission systems using the constrained-stability least-mean-squares algorithm Journal of the Acoustical Society of America Vol. 124, No. 6, pp. 3669-3683.

DOI: 10.1121/1.3003933

López, M., Ramírez, J., Górriz, J.M., Salas-Gonzalez, D., Álvarez, I., Segovia, F. and Puntonet, C.G.

Automatic tool for Alzheimer’s disease diagnosis using PCA and Bayesian classification rules Electronics Letters Vol. 45, No. 8, pp. 389-391.

DOI: 10.1049/el.2009.0176

Górriz, J.M., Lassl, A., Ramírez, J., Salas-Gonzalez, D., Puntonet, C.G. and Lang, E.W.

Automatic selection of ROIs in functional imaging using Gaussian mixture models Neuroscience Letters Vol. 460, No. 2, pp. 108-111.

DOI: 10.1016/j.neulet.2009.05.039

Ramírez, J., Górriz, J.M., Chaves, R., López, M., Salas-Gonzalez, D., Álvarez, I. and Segovia, F.

SPECT image classification using random forests Electronics Letters Vol. 45, No. 12, pp. 604-605.

DOI: 10.1049/el.2009.1111

Chaves, R., Ramírez, J., Górriz, J.M., López, M., Salas-Gonzalez, D., Álvarez, I. and Segovia, F.

SVM-based computer-aided diagnosis of the Alzheimer’s disease using t-test NMSE feature selection with feature correlation weighting Neuroscience Letters Vol. 461, No. 3, pp. 293-297.

DOI: 10.1016/j.neulet.2009.06.052

Salas-Gonzalez, D., Górriz, J.M., Ramírez, J., López, M., Illan, I.A., Segovia, F., Puntonet, C.G. and Gómez-Río, M.

Analysis of SPECT brain images for the diagnosis of Alzheimer’s disease using moments and support vector machines Neuroscience Letters Vol. 461, No. 1, pp. 60-64.

DOI: 10.1016/j.neulet.2009.05.056

López, M.M., Ramírez, J., Górriz, J.M., Álvarez, I., Salas-Gonzalez, D., Segovia, F. and Chaves, R.

SVM-based CAD system for early detection of the Alzheimer’s disease using kernel PCA and LDA Neuroscience Letters Vol. 464, No. 3, pp. 233-238.

DOI: 10.1016/j.neulet.2009.08.061

Górriz, J.M., Ramírez, J., Lang, E.W. and Puntonet, C.G.

Jointly gaussian pdf-based likelihood ratio test for voice activity detection IEEE Transactions on Audio, Speech and Language Processing Vol. 16, No. 8, pp. 1565-1578.

DOI: 10.1109/TASL.2008.2004293

Salas-Gonzalez, D., Górriz, J.M., Ramírez, J., Lass, A. and Puntonet, C.G.

Improved Gauss-Newton optimisation methods in affine registration of SPECT brain images Electronics Letters Vol. 44, No. 22, pp. 1291-1292.

DOI: 10.1049/el:20081838

Stadlthanner, K., Theis, F.J., Lang, E.W., Tomé, A.M., Puntonet, C.G. and Górriz, J.M.

Hybridizing sparse component analysis with genetic algorithms for microarray analysis Neurocomputing Vol. 71, No. 10-12, pp. 2356-2376.

DOI: 10.1016/j.neucom.2007.09.017

Martín, M.L., Turias, I.J., González, F.J., Galindo, P.L., Trujillo, F.J., Puntonet, C.G. and Gorriz, J.M.

Prediction of CO maximum ground level concentrations in the Bay of Algeciras, Spain using artificial neural networks Chemosphere Vol. 70, No. 7, pp. 1190-1195.

DOI: 10.1016/j.chemosphere.2007.08.039

Benítez, M.C., Ramírez, J., Segura, J.C., Ibáñez, J.M., Almendros, J., García-Yeguas, A. and Cortés, G.

Continuous HMM-based seismic-event classification at deception Island, Antarctica IEEE Transactions on Geoscience and Remote Sensing Vol. 45, No. 1, pp. 138-146.

DOI: 10.1109/TGRS.2006.882264

de Vicente, J. and Ramírez, J.

Effect of friction between particles in the dynamic response of model magnetic structures Journal of Colloid and Interface Science Vol. 316, No. 2, pp. 867-876.

DOI: 10.1016/j.jcis.2007.08.022

Ramírez, J., Segura, J.C., Górriz, J.M. and García, L.

Improved voice activity detection using contextual multiple hypothesis testing for robust speech recognition IEEE Transactions on Audio, Speech and Language Processing Vol. 15, No. 8, pp. 2177-2189.

DOI: 10.1109/TASL.2007.903937

Ramírez, J., Górriz, J.M. and Segura, J.C.

Statistical voice activity detection based on integrated bispectrum likelihood ratio tests for robust speech recognition Journal of the Acoustical Society of America Vol. 121, No. 5, pp. 2946-2958.

DOI: 10.1121/1.2714915

Górriz, J.M., Ramírez, J. and Puntonet, C.G.

Effective jointly pdf-based voice activity detector for real-time applications Electronics Letters Vol. 43, No. 4, pp. 251-253.

DOI: 10.1049/el:20073742

de la Rosa, J.J.G., Lloret, I., Moreno, A., Puntonet, C.G. and Górriz, J.M.

Wavelets and wavelet packets applied to detect and characterize transient alarm signals from termites Measurement: Journal of the International Measurement Confederation Vol. 39, No. 6, pp. 553-564.

DOI: 10.1016/j.measurement.2005.11.021

Ramírez, J., Yélamos, P., Górriz, J.M. and Segura, J.C.

SVM-based speech endpoint detection using contextual speech features Electronics Letters Vol. 42, No. 7, pp. 426-428.

DOI: 10.1049/el:20064068

Ramírez, J., Górriz, J.M., Segura, J.C., Puntonet, C.G. and Rubio, A.J.

Speech/non-speech discrimination based on contextual information integrated bispectrum LRT IEEE Signal Processing Letters Vol. 13, No. 8, pp. 497-500.

DOI: 10.1109/LSP.2006.873147

Górriz, J.M., Puntonet, C.G., Rojas, F., Martin, R., Hornillo, S. and Lang, E.W.

Optimizing blind source separation with guided genetic algorithms Neurocomputing Vol. 69, No. 13-15, pp. 1442-1457.

DOI: 10.1016/j.neucom.2005.12.030

Gruber, P., Stadlthanner, K., Böhm, M., Theis, F.J., Lang, E.W., Tomé, A.M., Teixeira, A.R., Puntonet, C.G. and Gorriz Saéz, J.M.

Denoising using local projective subspace methods Neurocomputing Vol. 69, No. 13-15, pp. 1485-1501.

DOI: 10.1016/j.neucom.2005.12.025

Górriz, J.M., Ramírez, J., Segura, J.C. and Puntonet, C.G.

An effective cluster-based model for robust speech detection and speech recognition in noisy environments Journal of the Acoustical Society of America Vol. 120, No. 1, pp. 470-481.

DOI: 10.1121/1.2208450

Górriz, J.M., Ramírez, J., Lang, E.W. and Puntonet, C.G.

Hard C-means clustering for voice activity detection Speech Communication Vol. 48, No. 12, pp. 1638-1649.

DOI: 10.1016/j.specom.2006.07.006

Górriz, J.M., Ramírez, J., Puntonet, C.G. and Segura, J.C.

Generalized LRT-based voice activity detector IEEE Signal Processing Letters Vol. 13, No. 10, pp. 636-639.

DOI: 10.1109/LSP.2006.876340

Hornillo-Mellado, S., Martín-Clemente, R., Puntonet, C.G., Acha, J.I. and Manuel Górriz-Sáez, J.

Maximization of statistical moments for blind separation of sources revisited Neurocomputing Vol. 69, No. 13-15, pp. 1425-1434.

DOI: 10.1016/j.neucom.2005.12.020

Górriz, J.M. and Puntonet, C.G.

A genetic algorithm for solving BSS-ICA Advances in Soft Computing Vol. 34, pp. 389-398.

DOI: 10.1007/3-540-31662-0_30

Ramírez, J., Meyer-BÄSE, U. and García, A.

Efficient RNS-based design of programmable fir filters targeting FPL technology Journal of Circuits, Systems and Computers Vol. 14, No. 1, pp. 165-177.

DOI: 10.1142/S0218126605002131

Ramírez, J., Segura, J.C., Benítez, C., De La Torre, Á. and Rubio, A.

An effective subband OSF-based VAD with noise reduction for robust speech recognition IEEE Transactions on Speech and Audio Processing Vol. 13, No. 6, pp. 1119-1129.

DOI: 10.1109/TSA.2005.853212

Ramírez, J., Segura, J.C., Benítez, C., García, L. and Rubio, A.

Statistical voice activity detection using a multiple observation likelihood ratio test IEEE Signal Processing Letters Vol. 12, No. 10, pp. 689-692.

DOI: 10.1109/LSP.2005.855551

Meyer-Baese, U., Rao, S., Ramírez, J. and García, A.

Cost-effective Hogenauer cascaded integrator comb decimator filter design for custom ICs Electronics Letters Vol. 41, No. 3, pp. 158-160.

DOI: 10.1049/el:20057000

Górriz, J.M., Ramírez, J., Segura, J.C. and Puntonet, C.G.

Improved MO-LRT VAD based on bispectra Gaussian model Electronics Letters Vol. 41, No. 15, pp. 877-879.

DOI: 10.1049/el:20051761

Ramírez, J., Segura, J.C., Benítez, C., De La Torre, A. and Rubio, A.J.

A new Kullback-Leibler VAD for speech recognition in noise IEEE Signal Processing Letters Vol. 11, No. 2 PART II, pp. 266-269.

DOI: 10.1109/LSP.2003.821762

Segura, J.C., Benítez, C., De La Torre, A., Rubio, A.J. and Ramírez, J.

Cepstral domain segmental nonlinear feature transformations for robust speech recognition IEEE Signal Processing Letters Vol. 11, No. 5, pp. 517-520.

DOI: 10.1109/LSP.2004.826648

Ramírez, J., Segura, J.C., Benítez, C., De la Torre, A. and Rubio, A.

Efficient voice activity detection algorithms using long-term speech information Speech Communication Vol. 42, No. 3-4, pp. 271-287.

DOI: 10.1016/j.specom.2003.10.002

De La Rosa, J.J.G., Lloret, I., Puntonet, C.G. and Górriz, J.M.

Higher-order statistics to detect and characterise termite emissions Electronics Letters Vol. 40, No. 20, pp. 1316-1318.

DOI: 10.1049/el:20045664

Górriz, J.M., Puntonet, C.G., Salmerón, M. and De La Rosa, J.J.G.

A new model for time-series forecasting using radial basis functions and exogenous data Neural Computing and Applications Vol. 13, No. 2, pp. 101-111.

DOI: 10.1007/s00521-004-0412-5

Ramírez, J., García, A., Meyer-Bäse, U., Taylor, F. and Lloris, A.

Implementation of RNS-based distributed arithmetic discrete wavelet transform architectures using field-programmable logic Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology Vol. 33, No. 1-2, pp. 171-190.

DOI: 10.1023/A:1021158221825

Ramírez, J. and García, A.

A fast QRNS-based algorithm for the DCT and its field-programmable logic implementation Journal of Circuits, Systems and Computers Vol. 12, No. 1, pp. 111-123.

DOI: 10.1142/S0218126603000878

Meyer-Bäse, U. and Ramírez, J.

Optimal Multi-Step Linear Feedback Shift Register Design Frequenz Vol. 57, No. 11-12, pp. 248-253.

DOI: 10.1515/FREQ.2003.57.11-12.248

Ramírez, J., Meyer-Bäse, U., Taylor, F., García, A. and Lloris, A.

Design and implementation of high-performance RNS wavelet processors using custom IC technologies Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology Vol. 34, No. 3, pp. 227-237.

DOI: 10.1023/A:1023296218588

Ramírez, J., García, A., López-Buedo, S. and Lloris, A.

RNS-enabled digital signal processor design Electronics Letters Vol. 38, No. 6, pp. 266-268.

DOI: 10.1049/el:20020192

Ramírez, J. and Meyer-Baese, U.

High performance, reduced complexity programmable RNS-FPL merged FIR filters Electronics Letters Vol. 38, No. 4, pp. 199-200.

DOI: 10.1049/el:20020129

Ramírez, J., Garcia, A., Bäse, U.M., Taylor, F., Fernández, P.G. and Lloris, A.

Design of RNS-based distributed arithmetic DWT filterbanks ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings Vol. 2, pp. 1193-1196.

DOI: 10.1109/ICASSP.2001.941137

Fernández, P.G., García, A., Ramírez, J. and Lloris, A.

Fast RNS-based 2D-DCT computation on field-programmable devices IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation Vol. , pp. 365-373.

DOI: 10.1109/SIPS.2000.886735

Ramírez, J., García, A., Fernández, P.G., Parrilla, L. and Lloris, A.

RNS-FPL merged architectures for orthogonal DWT Electronics Letters Vol. 36, No. 14, pp. 1198-1199.

DOI: 10.1049/el:20000896

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