Concepedia

Diego Fabián Collazos-Huertas

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Publications

5

Citations

102

H-Index

5

Active since

2016

Affiliations

Universidad Nacional de Colombia(Current)

Diego Fabián Collazos-Huertas is an author at Universidad Nacional de Colombia specializing in deep learning, dementia, and knowledge discovery.

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Publications per year

2016–2020

5

Publications

5

Instance-Based Representation Using Multiple Kernel Learning for Predicting Conversion to Alzheimer Disease

Diego Fabián Collazos-Huertas, David Cárdenas‐Peña, G. Castellanos-Domínguez · International Journal of Neural Systems · 2018 · 26 citations

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CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification

Diego Fabián Collazos-Huertas, Andrés Marino Álvarez-Meza, Carlos Medina et al. · Brain Informatics · 2020 · 25 citations · Full text

Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis

David Cárdenas‐Peña, Diego Fabián Collazos-Huertas, G. Castellanos-Domínguez · Computational and Mathematical Methods in Medicine · 2016 · 23 citations · Full text

Enhanced Multiple Instance Representation Using Time-Frequency Atoms in Motor Imagery Classification

Diego Fabián Collazos-Huertas, Julián Caicedo-Acosta, Germán Albeiro Castaño Duque et al. · Frontiers in Neuroscience · 2020 · 15 citations · Full text

Enhanced Data Representation by Kernel Metric Learning for Dementia Diagnosis

David Cárdenas‐Peña, Diego Fabián Collazos-Huertas, G. Castellanos-Domínguez · Frontiers in Neuroscience · 2017 · 13 citations · Full text

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