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07/19/2023
Correlation networks, dynamic factor models and community detection
A dynamic factor model with a mixture distribution of the loadings is in...
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07/01/2023
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals
Graph neural networks (GNNs) are widely used in domains like social netw...
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06/05/2023
DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics
Functional brain dynamics is supported by parallel and overlapping funct...
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10/12/2022
Pathology Steered Stratification Network for Subtype Identification in Alzheimer's Disease
Alzheimer's disease (AD) is a heterogeneous, multifactorial neurodegener...
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12/03/2019