An Enhanced Incremental SVD Algorithm for Change Point Detection in Dynamic Networks

An Enhanced Incremental SVD Algorithm for Change Point Detection in Dynamic Networks

Change point detection is essential to understand the time-evolving structure of dynamic networks. Recent research shows that a latent semantic indexing (LSI)-based algorithm effectively detects the change points of a dynamic network. The LSI-based method involves a singular value decomposition (SVD...

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Bibliographic Details
Main Authors: Yongsheng Cheng, Jiang Zhu, Xiaokang Lin
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Change point detection
dynamic networks
incremental algorithm
singular value decomposition
Online Access:https://ieeexplore.ieee.org/document/8548605/

Internet

https://ieeexplore.ieee.org/document/8548605/

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