Community detection using random-walk similarity and application to image clustering.
Makoto OkudaShin'ichi SatohShoichiro IwasawaShunsuke YoshidaYutaka KidawaraYoichi SatoPublished in: ICIP (2017)
Keyphrases
- random walk
- community detection
- link prediction
- proximity measures
- similarity measure
- hyper graph
- complex networks
- spectral graph partitioning
- image segmentation
- graph clustering
- social networks
- spectral methods
- markov chain
- clustering algorithm
- directed graph
- similarity metric
- similarity function
- social network analysis
- network analysis
- markov random walk
- community structure
- clustering method
- transition probability matrix
- distance metric
- bipartite graph
- reinforcement learning
- web pages
- information retrieval