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G. Castellanos-Dominguez
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Evaluation of segmentation methods on head and neck CT: auto‐segmentation challenge 2015
PF Raudaschl, P Zaffino, GC Sharp, MF Spadea, A Chen, BM Dawant, ...
Medical physics 44 (5), 2020-2036, 2017
2672017
Automatic detection of pathological voices using complexity measures, noise parameters, and mel-cepstral coefficients
JD Arias-Londono, JI Godino-Llorente, N Sáenz-Lechón, V Osma-Ruiz, ...
IEEE Transactions on biomedical engineering 58 (2), 370-379, 2010
1922010
Selection of dynamic features based on time–frequency representations for heart murmur detection from phonocardiographic signals
AF Quiceno-Manrique, JI Godino-Llorente, M Blanco-Velasco, ...
Annals of biomedical engineering 38, 118-137, 2010
1182010
Digital auscultation analysis for heart murmur detection
E Delgado-Trejos, AF Quiceno-Manrique, JI Godino-Llorente, ...
Annals of biomedical engineering 37, 337-353, 2009
1142009
Feedback on the Surveillance 8 challenge: Vibration-based diagnosis of a Safran aircraft engine
J Antoni, J Griffaton, H André, LD Avendano-Valencia, F Bonnardot, ...
Mechanical Systems and Signal Processing 97, 112-144, 2017
1072017
Solving the EEG inverse problem based on space–time–frequency structured sparsity constraints
S Castaño-Candamil, J Höhne, JD Martínez-Vargas, XW An, ...
NeuroImage 118, 598-612, 2015
932015
Detection of obstructive sleep apnea in ECG recordings using time-frequency distributions and dynamic features
AF Quiceno-Manrique, JB Alonso-Hernandez, CM Travieso-Gonzalez, ...
2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009
892009
An improved method for voice pathology detection by means of a HMM-based feature space transformation
JD Arias-Londoño, JI Godino-Llorente, N Sáenz-Lechón, V Osma-Ruiz, ...
Pattern recognition 43 (9), 3100-3112, 2010
882010
Feature extraction from parametric time–frequency representations for heart murmur detection
LD Avendano-Valencia, JI Godino-Llorente, M Blanco-Velasco, ...
Annals of Biomedical Engineering 38, 2716-2732, 2010
802010
Dynamic feature extraction: an application to voice pathology detection
G Daza-Santacoloma, JD Arias-Londono, JI Godino-Llorente, ...
Intelligent Automation & Soft Computing 15 (4), 667-682, 2009
682009
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco, M Atzmueller, ...
Information Fusion 100, 101945, 2023
632023
Time-series discrimination using feature relevance analysis in motor imagery classification
AM Álvarez-Meza, LF Velasquez-Martinez, G Castellanos-Dominguez
Neurocomputing 151, 122-129, 2015
592015
Global and local choice of the number of nearest neighbors in locally linear embedding
A Álvarez-Meza, J Valencia-Aguirre, G Daza-Santacoloma, ...
Pattern Recognition Letters 32 (16), 2171-2177, 2011
552011
Automatic selection of acoustic and non-linear dynamic features in voice signals for hypernasality detection
JR Orozco-Arroyave, S Murillo-Rendón, AM Álvarez-Meza, ...
Twelfth Annual Conference of the International Speech Communication Association, 2011
522011
Dissimilarity-based classification of seismic signals at Nevado del Ruiz Volcano
M Orozco, ME García, RPW Duin, CG Castellanos
Earth Sciences Research Journal 10 (2), 57-66, 2006
522006
Relevant information undersampling to support imbalanced data classification
J Hoyos-Osorio, A Alvarez-Meza, G Daza-Santacoloma, ...
Neurocomputing 436, 136-146, 2021
502021
Automatic detection of hypernasality in children
SM Rendón, JR Orozco Arroyave, JF Vargas Bonilla, JD Arias Londoño, ...
New Challenges on Bioinspired Applications: 4th International Work …, 2011
502011
Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering
JL Rodríguez-Sotelo, D Peluffo-Ordonez, D Cuesta-Frau, ...
Computer methods and programs in biomedicine 108 (1), 250-261, 2012
492012
Reconstruction of neural activity from EEG data using dynamic spatiotemporal constraints
E Giraldo-Suarez, JD Martínez-Vargas, G Castellanos-Dominguez
International Journal of Neural Systems 26 (07), 1650026, 2016
442016
Unsupervised kernel function building using maximization of information potential variability
AM Álvarez-Meza, D Cárdenas-Peña, G Castellanos-Dominguez
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2014
442014
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