Diego Fabian Collazos-Huertas

13 papers C 1Misc 1Journal 8Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Explainable Deep Kernel Learning for Interpretable Automatic Modulation Classification. Comput. Carlos Enrique Mosquera-Trujillo, Juan Camilo Lugo-Rojas, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2023	J	`jnl`	Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity. Sensors Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, David Augusto Cárdenas-Peña, Germán Albeiro Castaño Duque, César Germán Castellanos-Domínguez
2021	J	`jnl`	Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires. Sensors Diego Fabian Collazos-Huertas, Luisa Fernanda Velásquez-Martínez, Hernan Dario Perez-Nastar, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2021	J	`jnl`	Spatial interpretability of time-frequency relevance optimized in motor imagery discrimination using Deep&Wide networks. Biomed. Signal Process. Control. Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2020	J	`jnl`	CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification. Brain Informatics Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castaño Duque, Germán Castellanos-Domínguez
2019	J	`jnl`	Instance-Based Representation Using Multiple Kernel Learning for Predicting Conversion to Alzheimer Disease. Int. J. Neural Syst. Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
2019	—	`conf`	Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition. IWINAC (1) Julian Caicedo-Acosta, David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Jorge I. Padilla-Buritica, Germán Castaño Duque, Germán Castellanos-Domínguez
2018	C	`conf`	Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers. CIARP Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	—	`conf`	Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning. IWAIPR Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	J	`jnl`	Supervised kernel approach for automated learning using General Stochastic Networks. Eng. Appl. Artif. Intell. David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2017	—	`conf`	MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis. IWINAC (1) Diego Fabian Collazos-Huertas, A. Tobar-Rodriguez, David Cárdenas-Peña, Germán Castellanos-Domínguez
2016	J	`jnl`	Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis. Comput. Math. Methods Medicine David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Germán Castellanos-Domínguez
2015	Misc	`conf`	Kernel-Based Feature Relevance Analysis for ECG Beat Classification. IbPRIA Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Natalia Gaviria Gómez, Germán Castellanos-Domínguez