Statistical Consistency for Change Point Detection and Community Estimation in Time-Evolving Dynamic Networks-Reference-Cited by-同舟云学术

Statistical Consistency for Change Point Detection and Community Estimation in Time-Evolving Dynamic Networks

Published:2022 Issue: Volume:8 Page:215-227
ISSN:2373-776X
Container-title:IEEE Transactions on Signal and Information Processing over Networks
language:
Short-container-title:IEEE Trans. on Signal and Inf. Process. over Networks

Author:

Xu Cong¹^ORCID,Lee Thomas C. M.¹^ORCID

Affiliation:

1. Department of Statistics, University of California, Davis, CA, USA

Funder

National Science Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Information Systems,Signal Processing

Link

https://ieeexplore.ieee.org/ielam/6884276/9666472/9732166-aam.pdf

Reference26 articles.

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2. Consistent detection and optimal localization of all detectable change points in piecewise stationary arbitrarily sparse network-sequences;bhattacharyya,2020

3. Change-point detection in dynamic networks via graphon estimation;zhao,2019

4. Change point localization in dependent dynamic nonparametric random dot product graphs;padilla,2020

5. Multi-step community detection and hierarchical time segmentation in evolving networks;aynaud;Proc 5th SNA-KDD Workshop Social Netw Mining Anal Conjunction 17th ACM SIGKDD Int Conf Knowl Discov Data Mining,0

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