Andres Ortiz
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Ensembles of deep learning architectures for the early diagnosis of the Alzheimer’s disease
A Ortiz, J Munilla, JM Gorriz, J Ramirez
International journal of neural systems 26 (07), 1650025, 2016
1432016
Feature selection by multi-objective optimisation: Application to network anomaly detection by hierarchical self-organising maps
E De la Hoz, E De La Hoz, A Ortiz, J Ortega, A Martínez-Álvarez
Knowledge-Based Systems 71, 322-338, 2014
1142014
PCA filtering and probabilistic SOM for network intrusion detection
E De la Hoz, E De La Hoz, A Ortiz, J Ortega, B Prieto
Neurocomputing 164, 71-81, 2015
982015
Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies
A Ortiz, JM Górriz, J Ramírez, D Salas-Gonzalez, JM Llamas-Elvira
Applied Soft Computing 13 (5), 2668-2682, 2013
922013
Distance bounding protocols with void-challenges for RFID
J Munilla, A Ortiz, A Peinado
Printed handout at the Workshop on RFID Security–RFIDSec 6, 2006
822006
LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer’s disease
A Ortiz, JM Górriz, J Ramírez, FJ Martínez-Murcia, ...
Pattern Recognition Letters 34 (14), 1725-1733, 2013
792013
Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering
A Ortiz, JM Gorriz, J Ramirez, D Salas-Gonzalez
Information Sciences 262, 117-136, 2014
702014
Segmentation of brain MRI using SOM-FCM-based method and 3D statistical descriptors
A Ortiz, AA Palacio, JM Górriz, J Ramírez, D Salas-González
Computational and mathematical methods in medicine 2013, 2013
602013
Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization
A Ortiz, JM Górriz, J Ramírez, D Salas-Gonzalez, ...
Neurocomputing 114, 118-131, 2013
432013
Application of empirical mode decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson disease
A Rojas, JM Górriz, J Ramírez, IA Illán, FJ Martínez-Murcia, A Ortiz, ...
Expert Systems with Applications 40 (7), 2756-2766, 2013
432013
Non-pharmacological approaches to the prevention and treatment of Alzheimer’s disease with respect to the rising treatment costs
B Klimova, P Maresova, K Kuca
Current Alzheimer Research 13 (11), 1249-1258, 2016
412016
Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging
FJ Martínez-Murcia, JM Górriz, J Ramírez, IA Illán, A Ortiz, ...
Neurocomputing 126, 58-70, 2014
402014
Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's disease diagnosis
A Ortiz, J Munilla, I Álvarez-Illán, JM Górriz, J Ramírez, ...
Frontiers in computational neuroscience 9, 132, 2015
392015
Parallel alternatives for evolutionary multi-objective optimization in unsupervised feature selection
D Kimovski, J Ortega, A Ortiz, R Baños
Expert Systems with Applications 42 (9), 4239-4252, 2015
332015
Network anomaly classification by support vector classifiers ensemble and non-linear projection techniques
E De La Hoz, A Ortiz, J Ortega, E De la Hoz
International Conference on Hybrid Artificial Intelligence Systems, 103-111, 2013
322013
Unsupervised neural techniques applied to MR brain image segmentation
A Ortiz, JM Gorriz, J Ramirez, D Salas-Gonzalez
Advances in Artificial Neural Systems 2012, 2012
282012
Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares
J Ramírez, JM Górriz, A Ortiz, FJ Martínez-Murcia, F Segovia, ...
Journal of neuroscience methods 302, 47-57, 2018
262018
Automatic ROI selection in structural brain MRI using SOM 3D projection
A Ortiz, JM Górriz, J Ramirez, FJ Martinez-Murcia, ...
PloS one 9 (4), 2014
262014
A spherical brain mapping of MR images for the detection of Alzheimer’s disease
F J Martinez-Murcia, J M Górriz, J Ramírez, A Ortiz, ...
Current Alzheimer Research 13 (5), 575-588, 2016
252016
MR brain image segmentation by growing hierarchical SOM and probability clustering
A Ortiz, JM Górriz, J Ramirez, D Salas-Gonzalez
Electronics Letters 47 (10), 585-586, 2011
252011
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20