Community Detection in Multilayer Networks Via Semi-Supervised Joint Symmetric Nonnegative Matrix Factorization.
Laishui LvPeng HuDalal BardouZijun ZhengTing ZhangPublished in: IEEE Trans. Netw. Sci. Eng. (2023)
Keyphrases
- community detection
- nonnegative matrix factorization
- semi supervised
- semi supervised clustering
- complex networks
- label propagation
- community structure
- network analysis
- social networks
- real world networks
- matrix factorization
- label propagation algorithm
- negative matrix factorization
- bipartite networks
- data representation
- community detection algorithms
- overlapping communities
- spectral clustering
- labeled data
- semi supervised learning
- link prediction
- supervised learning
- principal component analysis
- network structure
- document clustering
- least squares
- active learning
- original data
- unlabeled data
- unsupervised learning
- citation networks
- social network analysis
- machine learning
- pairwise
- networked data
- data sets
- random walk
- collaborative filtering
- community discovery
- training data
- similarity measure