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02/14/2023
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification
Recent applications of pattern recognition techniques on brain connectom...
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12/10/2022
Graph-Regularized Manifold-Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation
Common measures of brain functional connectivity (FC) including covarian...
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07/27/2021
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification
Brain functional connectivity (FC) reveals biomarkers for identification...
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04/25/2020
Wind Data Analysis for Assessing the Potential of Off-Grid Direct EV Charging Stations
The integration of large-scale wind farms and large-scale charging stati...
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03/21/2019
Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network
We exploit altered patterns in brain functional connectivity as features...
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10/27/2018