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Andrés Ortiz 0001
Andrés Ortiz García
Person information
- affiliation: University of Málaga, Department of Communications Engineering, Spain
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2020 – today
- 2024
- [j68]Juan Eloy Arco
, Nicolás Gallego-Molina
, Andrés Ortiz, Katy Arroyo-Alvis
, Pedro Javier Lopez-Perez
:
Identifying HRV patterns in ECG signals as early markers of dementia. Expert Syst. Appl. 243: 122934 (2024) - [c79]Juan José Escobar
, Jesús López-Rodríguez
, Diego García-Gil
, Roberto Morcillo-Jiménez
, Beatriz Prieto
, Andrés Ortiz
, Dragi Kimovski
:
Analysis of a Parallel and Distributed BPSO Algorithm for EEG Classification: Impact on Energy, Time and Accuracy. IWBBIO (1) 2024: 77-90 - [c78]Andrés Ortiz, Nicolás Gallego-Molina, Diego Castillo-Barnes
, Ignacio Rodríguez-Rodríguez
, Juan Manuel Górriz:
Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude Coupling. IWINAC 2024: 14-23 - [c77]Nicolás Gallego-Molina, Andrés Ortiz, Marco A. Formoso, Francisco Jesús Martínez-Murcia, Wai Lok Woo
:
Enhancing Neuronal Coupling Estimation by NIRS/EEG Integration. IWINAC 2024: 24-33 - [c76]Ignacio Rodríguez-Rodríguez
, Andrés Ortiz, Marco A. Formoso, Nicolás Gallego-Molina, Juan Luis Luque:
Causal Mechanisms of Dyslexia via Connectogram Modeling of Phase Synchrony. IWINAC 2024: 34-44 - [c75]Marco A. Formoso, Nicolás Gallego-Molina, Andrés Ortiz, Ignacio Rodríguez-Rodríguez
, Almudena Giménez:
Explainable Exploration of the Interplay Between HRV Features and EEG Local Connectivity Patterns in Dyslexia. IWINAC 2024: 45-54 - [c74]Diego Castillo-Barnes
, Andrés Ortiz, Pietro Stabile, Nicolás Gallego-Molina, Patrícia Figueiredo, Juan Luis Luque:
Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia Detection. IWINAC 2024: 55-67 - [c73]Juan Eloy Arco, Nicolás Gallego-Molina, Pedro Javier Lopez-Perez, Javier Ramírez, Juan Manuel Górriz, Andrés Ortiz:
Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning Disorders. IWINAC 2024: 118-127 - [c72]Nicolás Gallego-Molina, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Diego Castillo-Barnes
, Andrés Ortiz, Javier Ramírez, J. M. Górriz, Pedro Javier Lopez-Perez, Juan Luis Luque:
A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia. IWINAC 2024: 161-170 - [c71]Carmen Jimenez-Mesa
, Juan Eloy Arco
, Meritxell Valentí-Soler, Belén Frades-Payo
, María A. Zea-Sevilla, Andrés Ortiz
, Marina Ávila-Villanueva, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz
:
A Comparative Study of Deep Learning Approaches for Cognitive Impairment Diagnosis Based on the Clock-Drawing Test. IWINAC 2024: 191-200 - [c70]J. Ignacio Mateo-Trujillo
, Diego Castillo-Barnes
, Ignacio Rodríguez-Rodríguez
, Andrés Ortiz, Alberto Peinado, Juan Luis Luque, Auxiliadora Sánchez-Gómez:
Dual-System Recommendation Architecture for Adaptive Reading Intervention Platform for Dyslexic Learners. IWINAC (2) 2024: 205-214 - [i12]Juan Manuel Górriz, Fermín Segovia, Javier Ramírez, Andrés Ortiz, John Suckling:
Is K-fold cross validation the best model selection method for Machine Learning? CoRR abs/2401.16407 (2024) - 2023
- [j67]Juan Eloy Arco
, Andrés Ortiz
, Diego Castillo-Barnes
, Juan Manuel Górriz, Javier Ramírez:
Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer's disease progression. Appl. Soft Comput. 134: 109991 (2023) - [j66]Juan José Escobar
, Francisco Rodríguez, Beatriz Prieto, Dragi Kimovski
, Andrés Ortiz
, Miguel Damas:
A distributed and energy-efficient KNN for EEG classification with dynamic money-saving policy in heterogeneous clusters. Computing 105(11): 2487-2510 (2023) - [j65]Carmen Jimenez-Mesa
, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz
, Marina Ávila-Villanueva, Diego Castillo-Barnes
, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz:
Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern. Int. J. Neural Syst. 33(4): 2350015:1-2350015:16 (2023) - [j64]Nicolás Gallego-Molina
, Andrés Ortiz
, Francisco Jesús Martínez-Murcia, Ignacio Rodríguez-Rodríguez
, Juan Luis Luque
:
Assessing Functional Brain Network Dynamics in Dyslexia from fNIRS Data. Int. J. Neural Syst. 33(4): 2350017:1-2350017:18 (2023) - [j63]Juan Eloy Arco, Andrés Ortiz
, Nicolás Gallego-Molina
, Juan Manuel Górriz, Javier Ramírez:
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism. Int. J. Neural Syst. 33(4): 2350019:1-2350019:18 (2023) - [j62]Ignacio Rodríguez-Rodríguez
, Andrés Ortiz
, Nicolás Gallego-Molina
, Marco A. Formoso, Wai Lok Woo
:
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia. Int. J. Neural Syst. 33(4): 2350020:1-2350020:18 (2023) - [j61]Juan Eloy Arco
, Andrés Ortiz
, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Yudong Zhang
, Juan Manuel Górriz:
Uncertainty-driven ensembles of multi-scale deep architectures for image classification. Inf. Fusion 89: 53-65 (2023) - [j60]J. M. Górriz
, I. Álvarez Illán, Agustín Álvarez Marquina
, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes
, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos
, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina
, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós
, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse
, Carmen Jimenez-Mesa
, Marina Jodra-Chuan
, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt
, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez
, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska
, Grzegorz J. Nalepa, Paulo Novais
, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso
, José T. Palma
, António Pereira
, Pedro Pinacho Davidson, María Angélica Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón
, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez
, Peter H. M. P. Roelofsma, José Santos
, Diego Salas-Gonzalez, Pedro Salcedo Lagos
, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur
, Athanasios Tsanas, Ramiro Varela, Shui-Hua Wang, Wei Wang
, Yu-Dong Zhang, Hengde Zhu
, Ziquan Zhu, J. M. Ferrández-Vicente:
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100: 101945 (2023) - [j59]Juan Eloy Arco
, Andrés Ortiz
, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Yu-Dong Zhang
, Jordi Broncano, Manuel Álvaro Berbís, Javier Royuela-del-Val
, Antonio Luna
, Juan Manuel Górriz
:
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification. IEEE Trans. Emerg. Top. Comput. Intell. 7(5): 1431-1441 (2023) - [c69]Juan José Escobar
, Francisco Rodríguez, Rukiye Savran Kiziltepe
, Beatriz Prieto
, Dragi Kimovski
, Andrés Ortiz
, Miguel Damas
:
Energy-Aware KNN for EEG Classification: A Case Study in Heterogeneous Platforms. IWANN (1) 2023: 505-516 - [i11]Ignacio Rodríguez-Rodríguez, Andrés Ortiz
, Nicolás Gallego-Molina, Marco A. Formoso, Wai Lok Woo:
Neural source/sink phase connectivity in developmental dyslexia by means of interchannel causality. CoRR abs/2301.00552 (2023) - [i10]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz:
Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed? CoRR abs/2311.12561 (2023) - [i9]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Pedro Javier Lopez-Perez
, Miguel López-Zamora, Juan Luis Luque:
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia. CoRR abs/2311.13876 (2023) - 2022
- [j58]Juan Eloy Arco, Andrés Ortiz
, Javier Ramírez
, Yu-Dong Zhang
, Juan Manuel Górriz:
Tiled Sparse Coding in Eigenspaces for Image Classification. Int. J. Neural Syst. 32(3): 2250007:1-2250007:22 (2022) - [j57]Juan Manuel Górriz, Rubén Martín-Clemente
, Carlos García Puntonet, Andrés Ortiz
, Javier Ramírez
, John Suckling:
A hypothesis-driven method based on machine learning for neuroimaging data analysis. Neurocomputing 510: 159-171 (2022) - [j56]Nicolás Gallego-Molina
, Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Marco A. Formoso
, Almudena Giménez
:
Complex network modeling of EEG band coupling in dyslexia: An exploratory analysis of auditory processing and diagnosis. Knowl. Based Syst. 240: 108098 (2022) - [c68]Guillermo Cotrina, Alberto Peinado, Andrés Ortiz
:
Efficient Implementation of Stream Cipher SNOW 3G for Resource-Constrained Devices. CISIS-ICEUTE 2022: 95-103 - [c67]Alberto Ortega
, Juan José Escobar
, Miguel Damas, Andrés Ortiz
, Jesús González
:
Ant colony optimization for feature selection via a filter-randomized search heuristic. GECCO Companion 2022: 85-88 - [c66]Jorge Munilla
, Andrés Ortiz
, Haedar Al-Safi, Juan Luis Luque
:
Enhanced Computation of the EEG-IC Polarities using a Genetic Algorithm. IIAI-AAI 2022: 319-324 - [c65]Marco A. Formoso, Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Diego A. Aquino Brítez, Juan José Escobar
, Juan Luis Luque
:
Temporal Phase Synchrony Disruption in Dyslexia: Anomaly Patterns in Auditory Processing. IWINAC (1) 2022: 13-22 - [c64]Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz
, Marina Ávila-Villanueva, Diego Castillo-Barnes
, Javier Ramírez
, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz:
Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test. IWINAC (1) 2022: 34-42 - [c63]Nicolás Gallego-Molina
, Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Ignacio Rodríguez-Rodríguez
:
Unraveling Dyslexia-Related Connectivity Patterns in EEG Signals by Holo-Hilbert Spectral Analysis. IWINAC (1) 2022: 43-52 - [c62]Ignacio Rodríguez-Rodríguez
, Andrés Ortiz
, Marco A. Formoso, Nicolás Gallego-Molina
, Juan Luis Luque
:
Inter-channel Granger Causality for Estimating EEG Phase Connectivity Patterns in Dyslexia. IWINAC (1) 2022: 53-62 - [c61]Andrés Ortiz
, Juan Eloy Arco, Marco A. Formoso, Nicolás Gallego-Molina
, Ignacio Rodríguez-Rodríguez
, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez
:
Towards Mixed Mode Biomarkers: Combining Structural and Functional Information by Deep Learning. IWINAC (1) 2022: 95-103 - [c60]C. Reyes-Daneri, Francisco Jesús Martínez-Murcia
, Andrés Ortiz
:
Capacity Estimation from Environmental Audio Signals Using Deep Learning. IWINAC (1) 2022: 114-124 - [c59]Juan Eloy Arco, Andrés Ortiz
, Diego Castillo-Barnes
, Juan Manuel Górriz, Javier Ramírez
:
Quantifying Inter-hemispheric Differences in Parkinson's Disease Using Siamese Networks. IWINAC (1) 2022: 156-165 - [c58]Amirhessam Tahmassebi, Kevin Mueller, Uwe Meyer-Baese, Jorge Munilla, Andrés Ortiz
, Anke Meyer-Baese:
Graph signal processing to identify biomarkers in brain networks in dementia. Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [i8]J. M. Górriz, Rubén Martín-Clemente, Carlos García Puntonet, Andrés Ortiz, Javier Ramírez, John Suckling:
A hypothesis-driven method based on machine learning for neuroimaging data analysis. CoRR abs/2202.04397 (2022) - 2021
- [j55]Francisco Jesús Martínez-Murcia, Andrés Ortiz
, Javier Ramírez
, Juan Manuel Górriz, Ricardo Cruz:
Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy. Neurocomputing 452: 424-434 (2021) - [j54]Juan Manuel Górriz, Carmen Jimenez-Mesa
, Rafael Romero-Garcia, Fermín Segovia
, Javier Ramírez
, Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Andrés Ortiz
, Diego Salas-Gonzalez, Ignacio Álvarez Illán
, Carlos García Puntonet, David López-García
, Manuel Gómez-Río, John Suckling:
Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities. Inf. Fusion 66: 198-212 (2021) - [j53]Diego A. Aquino Brítez
, Andrés Ortiz
, Julio Ortega, Javier León, Marco A. Formoso
, John Q. Gan
, Juan José Escobar
:
Optimization of Deep Architectures for EEG Signal Classification: An AutoML Approach Using Evolutionary Algorithms. Sensors 21(6): 2096 (2021) - [j52]Marco A. Formoso
, Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Nicolás Gallego-Molina
, Juan Luis Luque
:
Detecting Phase-Synchrony Connectivity Anomalies in EEG Signals. Application to Dyslexia Diagnosis. Sensors 21(21): 7061 (2021) - [c57]Marco A. Formoso, Andrés Ortiz
, Francisco Jesús Martínez-Murcia, Nicolás Gallego-Molina
, Juan Luis Luque
, Juan José Escobar
, Francisco G. Montoya:
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis. BIOMESIP 2021: 97-106 - [c56]Javier León
, Juan José Escobar
, Jesús González
, Julio Ortega
, Francisco Manuel Arrabal-Campos
, Andrés Ortiz
, Miguel Damas
:
Recurrent Neural Networks and Efficiency in High-Dimensional EEG Classification. BIOMESIP 2021: 297-310 - [c55]Nicolás Gallego-Molina
, Marco A. Formoso, Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Juan Luis Luque
:
Temporal EigenPAC for Dyslexia Diagnosis. IWANN (2) 2021: 45-56 - [c54]Luke Van Popering, Amirhessam Tahmassebi, Uwe Meyer-Baese, Martin Dyrba
, Jorge Munilla, Andrés Ortiz
, Anke Meyer-Baese:
Identifying the diffusion source of dementia spreading in structural brain networks. Biomedical Applications in Molecular, Structural, and Functional Imaging 2021 - [i7]Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang, Jordi Broncano, Manuel Álvaro Berbís, Javier Royuela-del-Val, Antonio Luna, Juan Manuel Górriz:
Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images. CoRR abs/2103.02961 (2021) - [i6]Marco A. Formoso, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Nicolás Gallego-Molina, Juan Luis Luque:
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis. CoRR abs/2104.05497 (2021) - [i5]Nicolás Gallego-Molina, Marco A. Formoso, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Juan Luis Luque:
Temporal EigenPAC for dyslexia diagnosis. CoRR abs/2104.05991 (2021) - [i4]Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Juan Manuel Górriz:
Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images. CoRR abs/2106.14724 (2021) - 2020
- [j51]Javier Ramírez
, Juan Manuel Górriz, Andrés Ortiz
, James H. Cole, Martin Dyrba
:
Editorial: Deep Learning in Aging Neuroscience. Frontiers Neuroinformatics 14: 573974 (2020) - [j50]Andrés Ortiz
, Francisco Jesús Martínez-Murcia, Juan Luis Luque
, Almudena Giménez, Roberto Cesar Morales-Ortega
, Julio Ortega:
Dyslexia Diagnosis by EEG Temporal and Spectral Descriptors: An Anomaly Detection Approach. Int. J. Neural Syst. 30(7): 2050029:1-2050029:19 (2020) - [j49]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, Pedro Javier Lopez-Abarejo
, Miguel Lopez-Zamora
, Juan Luis Luque
:
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia. Int. J. Neural Syst. 30(7): 2050037:1-2050037:17 (2020) - [j48]Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Andrés Ortiz García
, Diego Salas-Gonzalez, Javier Ramírez
, Juan Manuel Górriz:
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. Int. J. Neural Syst. 30(9): 2050044:1-2050044:15 (2020) - [j47]Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Fermín Segovia
, John Suckling, Matthew Leming, Yu-Dong Zhang
, José Ramón Álvarez Sánchez, Guido Bologna, María Paula Bonomini, Fernando E. Casado
, David Charte, Francisco Charte, Ricardo Contreras, Alfredo Cuesta-Infante, Richard J. Duro, Antonio Fernández-Caballero, José Manuel Ferrández
:
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications. Neurocomputing 410: 237-270 (2020) - [j46]Jacob Rodriguez-Rivero, Javier Ramírez
, Francisco Jesús Martínez-Murcia, Fermín Segovia
, Andrés Ortiz
, Diego Salas-Gonzalez, Diego Castillo-Barnes
, Ignacio Álvarez Illán
, Carlos García Puntonet, Carmen Jimenez-Mesa
, F. J. Leiva, S. Carillo, John Suckling, Juan Manuel Górriz:
Granger causality-based information fusion applied to electrical measurements from power transformers. Inf. Fusion 57: 59-70 (2020) - [j45]Diego Castillo-Barnes
, Li Su, Javier Ramírez
, Diego Salas-Gonzalez
, Francisco Jesús Martínez-Murcia, Ignacio A. Illán
, Fermín Segovia
, Andrés Ortiz
, Carlos Cruchaga
, Martin R. Farlow, Chengjie Xiong, Neil R. Graff-Radford, Peter R. Schofield, Colin L. Masters
, Stephen P. Salloway, Mathias Jucker, Hiroshi Mori, Johannes Levin
, Juan Manuel Górriz, Dominantly Inherited Alzheimer Network (DIAN):
Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning. Inf. Fusion 58: 153-167 (2020) - [j44]Guillermo Cotrina
, Alberto Peinado
, Andrés Ortiz
:
Gaussian Pseudorandom Number Generator Based on Cyclic Rotations of Linear Feedback Shift Registers. Sensors 20(7): 2103 (2020) - [j43]Inês Domingues
, Henning Müller
, Andrés Ortiz
, Belur V. Dasarathy, Pedro H. Abreu
, Vince D. Calhoun
:
Guest Editorial: Information Fusion for Medical Data: Early, Late, and Deep Fusion Methods for Multimodal Data. IEEE J. Biomed. Health Informatics 24(1): 14-16 (2020) - [j42]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz
, Javier Ramírez
, Diego Castillo-Barnes
:
Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders. IEEE J. Biomed. Health Informatics 24(1): 17-26 (2020) - [c53]Francisco Jesús Martínez-Murcia, Andrés Ortiz
, Marco A. Formoso, Miguel Lopez-Zamora
, Juan Luis Luque
, Almudena Giménez:
A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental Dyslexia. HAIS 2020: 620-630 - [c52]Andrés Ortiz
, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Juan Luis Luque
, Auxiliadora Sánchez:
Dyslexia Detection from EEG Signals Using SSA Component Correlation and Convolutional Neural Networks. HAIS 2020: 655-664 - [c51]Javier León, Andrés Ortiz
, Miguel Damas, Jesús González
, Julio Ortega:
Cost-Efficiency of Convolutional Neural Networks for High-Dimensional EEG Classification. HAIS 2020: 774-785 - [i3]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Miguel Lopez-Zamora, Juan Luis Luque, Almudena Giménez:
A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental Dyslexia. CoRR abs/2002.02184 (2020) - [i2]Andrés Ortiz, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Juan Luis Luque, Auxiliadora Sánchez:
Dyslexia detection from EEG signals using SSA component correlation and Convolutional Neural Networks. CoRR abs/2010.13731 (2020) - [i1]Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang, Juan Manuel Górriz:
Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images. CoRR abs/2011.14894 (2020)
2010 – 2019
- 2019
- [j41]Miguel López, Alberto Peinado, Andrés Ortiz
:
An extensive validation of a SIR epidemic model to study the propagation of jamming attacks against IoT wireless networks. Comput. Networks 165 (2019) - [j40]Andrés Ortiz
, Jorge Munilla, Manuel Martínez-Ibañez, Juan Manuel Górriz, Javier Ramírez
, Diego Salas-Gonzalez
:
Parkinson's Disease Detection Using Isosurfaces-Based Features and Convolutional Neural Networks. Frontiers Neuroinformatics 13: 48 (2019) - [j39]Andrés Ortiz
, Jorge Munilla, Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez
:
Empirical Functional PCA for 3D Image Feature Extraction Through Fractal Sampling. Int. J. Neural Syst. 29(2): 1850040:1-1850040:22 (2019) - [j38]Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Jorge Munilla, Juan Manuel Górriz, Javier Ramírez
:
Label aided deep ranking for the automatic diagnosis of Parkinsonian syndromes. Neurocomputing 330: 162-171 (2019) - [j37]Alejandro Galán-Mercant, Andrés Ortiz
, Enrique Herrera-Viedma, Maria Teresa Tomas
, Beatriz Fernandes
, José Antonio Moral-Muñoz
:
Assessing physical activity and functional fitness level using convolutional neural networks. Knowl. Based Syst. 185 (2019) - [j36]Cristina Roldán Jiménez
, Paul Bennett, Andrés Ortiz García
, Antonio I. Cuesta-Vargas
:
Fatigue Detection during Sit-To-Stand Test Based on Surface Electromyography and Acceleration: A Case Study. Sensors 19(19): 4202 (2019) - [c50]Javier León, Julio Ortega, Andrés Ortiz
:
Convolutional Neural Networks and Feature Selection for BCI with Multiresolution Analysis. IWANN (1) 2019: 883-894 - [c49]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Roberto Cesar Morales-Ortega
, Pedro Javier Lopez-Abarejo, Juan Luis Luque
, Diego Castillo-Barnes
, Fermín Segovia
, Ignacio A. Illán
, Julio Ortega, Javier Ramírez
, Juan Manuel Górriz:
Periodogram Connectivity of EEG Signals for the Detection of Dyslexia. IWINAC (1) 2019: 350-359 - [c48]Manuel Martínez-Ibañez, Andrés Ortiz
, Jorge Munilla, Diego Salas-Gonzalez
, J. M. Górriz, Javier Ramírez
:
Isosurface Modelling of DatSCAN Images for Parkinson Disease Diagnosis. IWINAC (1) 2019: 360-368 - [c47]Andrés Ortiz
, Pedro Javier Lopez-Abarejo, Juan Luis Luque
, Francisco Jesús Martínez-Murcia
, Diego A. Aquino Brítez, Julio Ortega:
An Anomaly Detection Approach for Dyslexia Diagnosis Using EEG Signals. IWINAC (1) 2019: 369-378 - [c46]Johan Mardini-Bovea, Emiro de la Hoz Franco, Diego Molina-Estren
, Paola Ariza Colpas, Andrés Ortiz, Julio Ortega, César A. Cárdenas R., Carlos Andrés Collazos Morales:
Bayesian Classifiers in Intrusion Detection Systems. MLN 2019: 379-391 - 2018
- [j35]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez Perez de Inestrosa
, Andrés Ortiz
:
Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed? Int. J. Neural Syst. 28(10): 1850035:1-1850035:18 (2018) - [j34]Mike Burmester, Jorge Munilla
, Andrés Ortiz
:
Comments on "Unreconciled Collisions Uncover Cloning Attacks in Anonymous RFID Systems". IEEE Trans. Inf. Forensics Secur. 13(11): 2929-2931 (2018) - [c45]Andrés Ortiz
, Javier Ramírez
, Ricardo Cruz-Arándiga, María J. García-Tarifa, Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz:
Retinal Blood Vessel Segmentation by Multi-channel Deep Convolutional Autoencoder. SOCO-CISIS-ICEUTE 2018: 37-46 - [c44]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, Diego Castillo-Barnes
, Diego Salas-Gonzalez
, Fermín Segovia
:
Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson's Disease Dataset: A DaTSCAN Study. SOCO-CISIS-ICEUTE 2018: 47-56 - [c43]Alejandro Galán-Mercant, José Antonio Moral-Muñoz
, Andrés Ortiz
, Enrique Herrera-Viedma, Maria Teresa Tomas
:
Predicting Physical Activity and Functional Fitness Levels Through Inertial Signals and EMD-Based Features in Older Adults. SoMeT 2018: 954-966 - 2017
- [j33]Juan Manuel Górriz
, Javier Ramírez
, John Suckling, Ignacio Álvarez Illán
, Andrés Ortiz García
, Francisco Jesús Martínez-Murcia
, Fermín Segovia
, Diego Salas-Gonzalez
, Shuihua Wang
:
Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM. IEEE Access 5: 11468-11478 (2017) - [j32]Juan Manuel Górriz, Javier Ramírez
, John Suckling, Francisco Jesús Martínez-Murcia
, Ignacio Álvarez
, Fermín Segovia
, Andrés Ortiz
, Diego Salas-Gonzalez
, Diego Castillo-Barnes
, Carlos García Puntonet:
A semi-supervised learning approach for model selection based on class-hypothesis testing. Expert Syst. Appl. 90: 40-49 (2017) - [j31]Jorge Munilla, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, Alzheimer's Disease Neuroimaging Initiative:
Construction and Analysis of Weighted Brain Networks from SICE for the Study of Alzheimer's Disease. Frontiers Neuroinformatics 11: 19 (2017) - [j30]Pedro Martín-Smith
, Julio Ortega, Javier Asensio-Cubero, John Q. Gan
, Andrés Ortiz
:
A supervised filter method for multi-objective feature selection in EEG classification based on multi-resolution analysis for BCI. Neurocomputing 250: 45-56 (2017) - [j29]Francisco Lozano
, Andrés Ortiz
, Jorge Munilla, Alberto Peinado:
Automatic computation of regions of interest by robust principal component analysis. Application to automatic dementia diagnosis. Knowl. Based Syst. 123: 229-237 (2017) - [j28]Mike Burmester
, Jorge Munilla
, Andrés Ortiz
, Pino Caballero-Gil
:
An RFID-Based Smart Structure for the Supply Chain: Resilient Scanning Proofs and Ownership Transfer with Positive Secrecy Capacity Channels. Sensors 17(7): 1562 (2017) - [c42]Julio Ortega, Dragi Kimovski
, John Q. Gan, Andrés Ortiz
, Miguel Damas
:
A Parallel Island Approach to Multiobjective Feature Selection for Brain-Computer Interfaces. IWANN (1) 2017: 16-27 - [c41]Julio Ortega, Andrés Ortiz
, Pedro Martín-Smith
, John Q. Gan, Jesús González Peñalver
:
Deep Belief Networks and Multiobjective Feature Selection for BCI with Multiresolution Analysis. IWANN (1) 2017: 28-39 - [c40]Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Ignacio A. Illán
, Fermín Segovia
, Diego Salas-González
, Andrés Ortiz
:
Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images. IWINAC (1) 2017: 305-313 - [c39]Andrés Ortiz
, Francisco Lozano
, Alberto Peinado, María J. García-Tarifa, J. M. Górriz, Javier Ramírez
:
PET Image Classification Using HHT-Based Features Through Fractal Sampling. IWINAC (1) 2017: 314-323 - [c38]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, Fermín Segovia
, Diego Salas-Gonzalez
, Diego Castillo-Barnes
, Ignacio A. Illán
:
A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson's Disease. IWINAC (1) 2017: 324-333 - [c37]Fermín Segovia
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Diego Castillo-Barnes
, Ignacio A. Illán
, Andrés Ortiz
, Diego Salas-Gonzalez
:
Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology. IWINAC (1) 2017: 345-352 - [c36]Juan Manuel Górriz, Javier Ramírez
, Ignacio A. Illán
, Francisco Jesús Martínez-Murcia
, Fermín Segovia, Diego Salas-Gonzalez
, Andrés Ortiz
:
Case-based statistical learning applied to SPECT image classification. Computer-Aided Diagnosis 2017: 101342D - [c35]Andrés Ortiz
, Jorge Munilla, Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez
:
Learning Longitudinal MRI Patterns by SICE and Deep Learning: Assessing the Alzheimer's Disease Progression. MIUA 2017: 413-424 - [c34]Juan Manuel Górriz, Javier Ramírez