Structural network inference from time-series data using a generative model and transfer entropy

Zhang, Zhihong, Zhang, Genzhou, Zhang, Zhonghao et al. (4 more authors) (2019) Structural network inference from time-series data using a generative model and transfer entropy. Pattern Recognition Letters. ISSN 0167-8655

Abstract

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Authors/Creators:
Copyright, Publisher and Additional Information: © 2019 Elsevier B.V. All rights reserved. This is an author-produced version of the published paper. Uploaded in accordance with the publisher’s self-archiving policy.
Keywords: Transfer entropy, supergraph, Time series, Network inference, Expectation maximization algorithm
Dates:
  • Published (online): 25 May 2019
Institution: The University of York
Academic Units: The University of York > Faculty of Sciences (York) > Computer Science (York)
Depositing User: Pure (York)
Date Deposited: 28 May 2019 09:40
Last Modified: 02 Sep 2019 23:59
Published Version: https://doi.org/10.1016/j.patrec.2019.05.019
Status: Published online
Refereed: Yes
Identification Number: https://doi.org/10.1016/j.patrec.2019.05.019

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