Research on Nodes Similarity in Complex Networks Based on Multistage Path Distribution Relative Entropy.
Mei ZhangXiao-Gang WangZhi-Fei YangPublished in: ICISE (2023)
Keyphrases
- multistage
- complex networks
- relative entropy
- network structure
- scale free networks
- real world networks
- betweenness centrality
- small world
- shortest path
- scale free
- social networks
- path length
- community detection
- information theoretic
- social network analysis
- dynamic programming
- power law distribution
- information theory
- mutual information
- power law
- community structure
- log likelihood
- centrality measures
- covariance matrix
- similarity measure
- euclidean distance
- mahalanobis distance
- probability distribution
- link prediction
- kullback leibler divergence
- bregman divergences
- information theoretic concepts
- data distribution
- distance measure
- kl divergence
- noise model
- gaussian distribution
- community discovery
- random variables
- principal component analysis