Evaluating the importance of nodes in complex networks based on principal component analysis and grey relational analysis.
Kun ZhangHong ZhangYongdong WuFeng BaoPublished in: ICON (2011)
Keyphrases
- complex networks
- grey relational analysis
- principal component analysis
- network structure
- real world networks
- scale free networks
- betweenness centrality
- small world
- grey relational
- network analysis
- social networks
- scale free
- community detection
- fuzzy entropy
- link prediction
- social network analysis
- centrality measures
- community detection algorithms
- network topology
- community structure
- shortest path
- graph theory
- overlapping communities
- water quality
- network evolution
- neural network
- feature extraction
- network motifs
- community discovery
- protein interaction networks
- biological networks
- random graphs
- pattern recognition
- degree centrality
- information theoretic concepts
- directed graph
- face recognition
- artificial intelligence