Spectral clustering of Markov chain transition matrices with complex eigenvalues.
Anna-Simone FrankAlexander SikorskiSusanna RöblitzPublished in: J. Comput. Appl. Math. (2024)
Keyphrases
- markov chain
- spectral clustering
- transition matrices
- steady state
- transition probabilities
- finite state
- eigendecomposition
- monte carlo method
- laplacian matrix
- pairwise
- monte carlo
- data clustering
- markov model
- random walk
- markov decision processes
- k means
- image segmentation
- state space
- clustering algorithm
- clustering method
- transition matrix
- machine learning
- image processing