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ORCIDDiego Fabian Collazos-Huertas
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Journal Articles
- 2025
[j8]Carlos Enrique Mosquera-Trujillo
, Juan Camilo Lugo-Rojas, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Explainable Deep Kernel Learning for Interpretable Automatic Modulation Classification. Comput. 14(9): 372 (2025)- 2023
- [j7]Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, David Augusto Cárdenas-Peña, Germán Albeiro Castaño Duque, César Germán Castellanos-Domínguez:
Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity. Sensors 23(5): 2750 (2023) - 2021
- [j6]Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Spatial interpretability of time-frequency relevance optimized in motor imagery discrimination using Deep&Wide networks. Biomed. Signal Process. Control. 68: 102626 (2021) - [j5]Diego Fabian Collazos-Huertas, Luisa Fernanda Velásquez-Martínez, Hernan Dario Perez-Nastar, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires. Sensors 21(15): 5105 (2021) - 2020
- [j4]Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castaño Duque, Germán Castellanos-Domínguez:
CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification. Brain Informatics 7(1): 8 (2020) - 2019
- [j3]Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Instance-Based Representation Using Multiple Kernel Learning for Predicting Conversion to Alzheimer Disease. Int. J. Neural Syst. 29(2): 1850042:1-1850042:12 (2019) - 2018
- [j2]David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Supervised kernel approach for automated learning using General Stochastic Networks. Eng. Appl. Artif. Intell. 68: 10-17 (2018) - 2016
- [j1]David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Germán Castellanos-Domínguez:
Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis. Comput. Math. Methods Medicine 2016: 9523849:1-9523849:10 (2016)
Conference and Workshop Papers
- 2019
- [c5]Julian Caicedo-Acosta, David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Jorge I. Padilla-Buritica, Germán Castaño Duque, Germán Castellanos-Domínguez:
Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition. IWINAC (1) 2019: 244-251 - 2018
- [c4]Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers. CIARP 2018: 100-108 - [c3]Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning. IWAIPR 2018: 201-209 - 2017
- [c2]Diego Fabian Collazos-Huertas, A. Tobar-Rodriguez, David Cárdenas-Peña, Germán Castellanos-Domínguez:
MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis. IWINAC (1) 2017: 363-373 - 2015
- [c1]Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Natalia Gaviria Gómez, Germán Castellanos-Domínguez:
Kernel-Based Feature Relevance Analysis for ECG Beat Classification. IbPRIA 2015: 291-299
Coauthor Index
aka: César Germán Castellanos-Domínguez
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