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John D. Medaglia

2 accepted papers

2021

Online Classification of Dynamic Multilayer-Network Time Series in Riemannian Manifolds

ICASSP 2021accepted

This work exploits Riemannian manifolds to introduce a geometric framework for online state and community classification in dynamic multilayer networks where nodes are annotated with time series. A bottom-up approach is followed, starting from the extraction of Riemannian features from nodal time se…

Cited by 0SourceScholar
2018

Graph Signal Processing of Human Brain Imaging Data

ICASSP 2018accepted

Modern neuroimaging techniques offer disctinct views on brain structure and function. Data acquired using these techniques can be analyzed in terms of its network structure to identify organizing principles at the systems level. Graph representations are flexible frameworks where nodes are related t…

Cited by 0SourceScholar