Deep learning-based community detection in complex networks with network partitioning and reduction of trainable parameters.
Mohammed Al-AndoliWooi Ping CheahShing Chiang TanPublished in: J. Ambient Intell. Humaniz. Comput. (2021)
Keyphrases
- complex networks
- community detection
- deep learning
- community structure
- network structure
- real world networks
- scale free
- network analysis
- social networks
- link prediction
- biological networks
- social network analysis
- small world
- unsupervised learning
- community detection algorithms
- scale free networks
- graph theory
- information networks
- network evolution
- community discovery
- clustering coefficient
- community mining
- bipartite networks
- centrality measures
- mental models
- maximum likelihood
- information retrieval
- feature selection
- decision trees
- citation networks
- graph mining
- network motifs
- overlapping communities
- expectation maximization
- weakly supervised