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Network clustering via kernel-ARMA modeling and the Grassmannian: The brain-network case

  • Published:2021-02 Issue: Volume:179 Page:107834
  • ISSN:0165-1684
  • Container-title:Signal Processing
  • language:en
  • Short-container-title:Signal Processing

Author:

Ye Cong,Slavakis Konstantinos,Patil Pratik V.ORCID,Nakuci JohanORCID,Muldoon Sarah F.ORCID,Medaglia JohnORCID

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Signal Processing,Software,Control and Systems Engineering

Reference81 articles.

1. Statistical Analysis of Network Data: Methods and Models;Kolaczyk,2009

2. Network neuroscience;Bassett;Nat. Neurosci.,2017

3. Complex brain networks: graph theoretical analysis of structural and functional systems;Bullmore;Nat. Rev. Neurosci.,2009

4. Brain magnetic resonance imaging with contrast dependent on blood oxygenation;Ogawa;Proc. Natl. Acad. Sci.,1990

5. Normalized cut group clustering of resting-state fMRI data;Van Den Heuvel;PloS One,2008

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1. Asymptotics of Distances Between Sample Covariance Matrices;IEEE Transactions on Signal Processing;2024

2. Clustering Complex Subspaces in Large Dimensions;ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2022-05-23

3. Online Classification of Dynamic Multilayer-Network Time Series in Riemannian Manifolds;ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2021-06-06

4. Fast Sequential Clustering in Riemannian Manifolds for Dynamic and Time-Series-Annotated Multilayer Networks;IEEE Open Journal of Signal Processing;2021
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