The trade-off between topology and content in community detection: An adaptive encoder-decoder-based NMF approach.
Zhili ZhaoZhengyou KeZhuoyue GouHao GuoKunyuan JiangRuisheng ZhangPublished in: Expert Syst. Appl. (2022)
Keyphrases
- community detection
- trade off
- complex networks
- community structure
- low complexity
- decoding process
- network analysis
- video codec
- distributed video coding
- social networks
- networked data
- negative matrix factorization
- error control
- link prediction
- graph clustering
- noisy channel
- graph mining
- label propagation
- nonnegative matrix factorization
- wyner ziv video coding
- motion estimation
- community detection algorithms
- small world
- rate distortion
- successive approximation
- overlapping communities
- machine learning
- community formation
- turbo codes
- information networks
- error concealment
- network structure
- video coding
- computational complexity
- training data
- learning algorithm