Exact analysis of summary statistics for continuous-time discrete-state Markov processes on networks using graph-automorphism lumping.
Jonathan A. WardMartín López-GarcíaPublished in: Appl. Netw. Sci. (2019)
Keyphrases
- markov processes
- markov chain
- markov process
- continuous time markov chains
- non stationary
- summary statistics
- stochastic processes
- random walk
- continuous time bayesian networks
- database
- least squares
- state space
- generative model
- network structure
- directed graph
- random fields
- higher order
- information extraction
- probabilistic model