HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management.
Georgios MavroudeasMalik Magdon-IsmailXiao ShouKristin P. BennettPublished in: ICKG (2022)
Keyphrases
- hidden markov models
- hidden states
- case study
- sequential data
- speech recognition
- hidden state
- linear dynamical systems
- conditional random fields
- markov model
- gesture recognition
- markov models
- viterbi algorithm
- handwritten word recognition
- continuous hidden markov models
- feature selection
- discriminative training
- sequence classification
- forward backward
- baum welch
- hierarchical hidden markov model
- epileptic seizures
- handwritten text recognition
- state space