A New Modeling Technique Based on Markov Chains to Mine Behavioral Patterns in Event Based Time Series.
Silvia MassaMassimo PaolucciPier Paolo PuliafitoPublished in: DaWaK (1999)
Keyphrases
- markov chain
- behavioral patterns
- steady state
- finite state
- monte carlo
- stochastic process
- markov processes
- transition probabilities
- markov model
- monte carlo method
- stationary distribution
- markov process
- transition matrix
- monte carlo simulation
- behavior patterns
- random walk
- state space
- pattern matching
- non stationary
- machine learning
- probabilistic automata
- dynamic bayesian networks
- sufficient conditions
- higher order
- dynamic programming
- search space