Diego Fabian Collazos-Huertas
Orcid: 0000-0002-0434-3444
According to our database1,
Diego Fabian Collazos-Huertas
authored at least 12 papers
between 2015 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity.
Sensors, March, 2023
2021
Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires.
Sensors, 2021
Spatial interpretability of time-frequency relevance optimized in motor imagery discrimination using Deep&Wide networks.
Biomed. Signal Process. Control., 2021
2020
CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification.
Brain Informatics, 2020
2019
Instance-Based Representation Using Multiple Kernel Learning for Predicting Conversion to Alzheimer Disease.
Int. J. Neural Syst., 2019
Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition.
Proceedings of the Understanding the Brain Function and Emotions, 2019
2018
Eng. Appl. Artif. Intell., 2018
Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018
2017
MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis.
Proceedings of the Natural and Artificial Computation for Biomedicine and Neuroscience, 2017
2016
Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis.
Comput. Math. Methods Medicine, 2016
2015
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015