Limited random walk algorithm for big graph data clustering.
Honglei ZhangJenni RaitoharjuSerkan KiranyazMoncef GabboujPublished in: J. Big Data (2016)
Keyphrases
- random walk
- data clustering
- k means
- hyper graph
- transition probability matrix
- multi db
- random walker
- clustering algorithm
- directed graph
- spectral methods
- graph construction
- markov chain
- unsupervised learning
- flow graph
- graph structure
- data mining
- spectral graph partitioning
- distance metric
- search space
- objective function
- link prediction
- principal component analysis
- graph laplacian
- semi supervised
- pagerank algorithm
- np hard
- pairwise
- object recognition
- optimal solution