Nonnegative Matrix Factorization Algorithm with Two Attribute Matrices for Community Detection

Community detection based on nonnegative matrix factorization (NMF) has the advantages of clear physical meaning, simple calculation and strong interpretability, but its accuracy needs to be improved. For this reason, this paper puts forward the community detection algorithm using NMF with two attri...

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Vydáno v:	2020 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA) s. 87 - 90
Hlavní autoři:	Zhao, Yingying, Xu, Hui, Zhou, Cheng
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 01.06.2020
Témata:	Approximation algorithms attribute information matrix community detection Detection algorithms Linear programming Matrix decomposition Motion pictures nonnegative matrix factorization algorithm Partitioning algorithms Symmetric matrices
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