Integration of logistic regression, Markov chain and cellular automata models to simulate urban expansion.
Jamal Jokar ArsanjaniMarco HelbichWolfgang KainzAli Darvishi BolooraniPublished in: Int. J. Appl. Earth Obs. Geoinformation (2013)
Keyphrases
- cellular automata
- logistic regression
- markov chain
- monte carlo simulation
- transition probabilities
- logistic regression models
- logistic model
- cellular automaton model
- cellular automaton
- decision trees
- monte carlo
- support vector
- stationary distribution
- transition matrix
- naive bayes
- monte carlo method
- state space
- model selection
- traffic flow
- markov chain monte carlo
- probabilistic model
- cellular automata model
- loss function
- machine learning
- markov models
- complex systems