Constrained Spectral Clustering Using Absorbing Markov Chains.
Jianyuan LiJihong GuanPublished in: ADMA (2012)
Keyphrases
- markov chain
- constrained spectral clustering
- steady state
- markov process
- spectral clustering
- random walk
- constrained clustering
- finite state
- markov model
- markov processes
- transition probabilities
- state space
- label propagation
- stationary distribution
- pairwise constraints
- transition matrix
- probabilistic automata
- document collections
- machine learning
- markov random field
- semi supervised
- pairwise
- image segmentation
- learning algorithm