Identification of Piecewise Affine State-Space Models via Expectation Maximization.
Rafael RuiTohid ArdeshiriAlexandre S. BazanellaPublished in: CoRR (2016)
Keyphrases
- state space
- expectation maximization
- parameter estimation
- information systems
- complex systems
- probabilistic model
- data mining
- piecewise affine
- markov decision processes
- em algorithm
- prior knowledge
- least squares
- particle filter
- hidden markov models
- search space
- artificial neural networks
- statistical models
- genetic algorithm
- gaussian mixture
- neural network