BC tree-based spectral sampling for big complex network visualization

BC tree-based spectral sampling for big complex network visualization

Abstract Graph sampling methods have been used to reduce the size and complexity of big complex networks for graph mining and visualization. However, existing graph sampling methods often fail to preserve the connectivity and important structures of the original graph. This paper introduces a new di...

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Bibliographic Details
Main Authors: Jingming Hu, Tuan Tran Chu, Seok-Hee Hong, Jialu Chen, Amyra Meidiana, Marnijati Torkel, Peter Eades, Kwan-Liu Ma
Format: Article
Language:English
Published: SpringerOpen 2021-08-01
Series:Applied Network Science
Subjects:
Graph sampling
Spectral sparsification
Connectivity
Online Access:https://doi.org/10.1007/s41109-021-00405-3

Internet

https://doi.org/10.1007/s41109-021-00405-3

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