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D

Diego Fabián Collazos-Huertas

universidad nacional de colombia

7H-index
26Paper Count
165Citation Count
Published Papers 9
Publication Date
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Gaussian Connectivity-Driven EEG Imaging for Deep Learning-Based Motor Imagery Classification
errSensors
IF3.5
err2026-03-04
err0
errOAAI
errAlejandra Gomez-Rivera; Diego Fabian Collazos-Huertas; David Cárdenas-Peña; Andrés Marino Álvarez-Meza; German Castellanos-Dominguez
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errSave
Explainable Deep Kernel Learning for Interpretable Automatic Modulation Classification
errComputers 2025, Vol. 14, Page 372
IF4.2
err2025-09-27
err0
errOAAI
errCarlos Enrique Mosquera-Trujillo; Juan Camilo Lugo-Rojas; Diego Fabian Collazos-Huertas; Andrés Marino Álvarez-Meza; German Castellanos-Dominguez
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EEG Signal Prediction for Motor Imagery Classification in Brain-Computer Interfaces
errSENSORS
IF3.5
err2025-04-03
err0
errOAAI
errGomez-Morales, Oscar Wladimir; Collazos-Huertas, Diego Fabian; Alvarez-Meza, Andres Marino; Castellanos-Dominguez, Cesar German
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errSave
Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity
errSENSORS
IF3.5
err2023-03-02
err2
errOAAI
errCollazos-Huertas, Diego Fabian; Alvarez-Meza, Andres Marino; Cardenas-Pena, David Augusto; Castano-Duque, German Albeiro; Castellanos-Dominguez, Cesar German
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errSave
Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires
errSENSORS
IF3.5
err2021-07-28
err5
errOAAI
errFabian Collazos-Huertas, Diego; Fernanda Velasquez-Martinez, Luisa; Dario Perez-Nastar, Hernan; Marino Alvarez-Meza, Andres; Castellanos-Dominguez, German
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errSave
Spatial interpretability of time-frequency relevance optimized in motor imagery discrimination using Deep&Wide networks
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2021-07-01
err4
PREAI
errCollazos-Huertas, D. F.; Alvarez-Meza, A. M.; Castellanos-Dominguez, G.
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errSave
Enhanced Multiple Instance Representation Using Time-Frequency Atoms in Motor Imagery Classification
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2020-02-25
err12
errOAAI
errCollazos-Huertas, Diego; Caicedo-Acosta, Julian; Castano-Duque, German A.; Acosta-Medina, Carlos D.
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errSave
Instance-Based Representation Using Multiple Kernel Learning for Predicting Conversion to Alzheimer Disease
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2019-02-21
err14
PREAI
errCollazos-Huertas, D.; Cardenas-Pena, D.; Castellanos-Dominguez, G.
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errSave
Enhanced Data Representation by Kernel Metric Learning for Dementia Diagnosis
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2017-07-26
err10
errOAAI
errCardenas-Pena, David; Collazos-Huertas, Diego; Castellanos-Dominguez, German
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
G
G. Castellanos-Domínguez
H-index: 26 · Papers: 392
A
Andrés Marino Álvarez-Meza
H-index: 17 · Papers: 166
C
Carlos Medina
H-index: 17 · Papers: 107
D
David Cárdenas‐Peña
H-index: 12 · Papers: 100
G
Germán Albeiro Castaño Duque
H-index: 8 · Papers: 34
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