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...

Full description

Bibliographic Details

Published in:	2020 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA) pp. 87 - 90
Main Authors:	Zhao, Yingying, Xu, Hui, Zhou, Cheng
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2020
Subjects:	Approximation algorithms attribute information matrix community detection Detection algorithms Linear programming Matrix decomposition Motion pictures nonnegative matrix factorization algorithm Partitioning algorithms Symmetric matrices
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!