A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks.
Katharina TschumitschewDetlef D. NauckFrank KlawonnPublished in: KES (1) (2010)
Keyphrases
- classification algorithm
- markov chain
- bayesian networks
- knn
- naive bayes
- steady state
- training set
- markov model
- training phase
- transition probabilities
- finite state
- class labels
- random walk
- state space
- accurate classification
- markov processes
- markov process
- finite automata
- data sets
- hidden variables
- small number
- support vector machine
- feature extraction
- learning algorithm
- information retrieval
- data mining