Construction Method of a High-Order Markov Chain Usage Model.
Tomohiko TakagiZengo FurukawaPublished in: APSEC (2007)
Keyphrases
- high order
- markov chain
- markov model
- monte carlo simulation
- monte carlo method
- transition matrix
- higher order
- low order
- pairwise
- probabilistic model
- mathematical model
- markov process
- tensor analysis
- gibbs sampling
- lower order
- statistical model
- monte carlo
- markov models
- bayesian logistic regression
- stationary distribution
- gibbs sampler
- tensor decomposition
- closed form
- bayesian inference
- objective function
- energy function
- parameter estimation
- model selection
- em algorithm
- transition probabilities
- predictive power
- steady state
- maximum likelihood
- state space
- search algorithm
- support vector