A Survey of Community Detection in Complex Networks Using Nonnegative Matrix Factorization.
Chaobo HeXiang FeiQiwei ChengHanchao LiZeng HuYong TangPublished in: IEEE Trans. Comput. Soc. Syst. (2022)
Keyphrases
- nonnegative matrix factorization
- community detection
- complex networks
- community structure
- matrix factorization
- network analysis
- negative matrix factorization
- data representation
- least squares
- graph theory
- link prediction
- social networks
- network structure
- scale free
- social network analysis
- spectral clustering
- principal component analysis
- real world networks
- graph mining
- community detection algorithms
- objective function
- original data
- biological networks
- data sets
- bipartite networks
- network evolution
- community mining
- collaborative filtering
- citation networks
- clustering coefficient
- data mining