Sequential Bayesian inference of transition rates in the hidden Markov model for multi-state system degradation.
Yunfei ZhaoWei GaoCarol S. SmidtsPublished in: Reliab. Eng. Syst. Saf. (2021)
Keyphrases
- hidden semi markov models
- bayesian inference
- hidden markov models
- state transition
- anomaly detection
- probabilistic model
- sequential data
- prior information
- hidden states
- bayesian model
- hyperparameters
- markov networks
- variational bayes
- hidden state
- variational inference
- hierarchical hidden markov model
- conditional random fields
- speech recognition
- particle filter
- state space
- pairwise
- markov chain monte carlo
- markov model
- viterbi algorithm
- reinforcement learning