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: ICDM (Workshops) (2022)
Keyphrases
- hidden markov models
- hidden states
- case study
- sequential data
- hidden state
- markov models
- conditional random fields
- gesture recognition
- linear dynamical systems
- speech recognition
- handwritten word recognition
- viterbi algorithm
- markov model
- forward backward
- epileptic seizures
- feature selection
- keyword spotting
- continuous hidden markov models
- sequence classification
- semi supervised
- automatic speech recognition
- state space
- feature space
- visual speech recognition
- face recognition