Mixture of Coupled HMMs for Robust Modeling of Multivariate Healthcare Time Series.
Onur PoyrazPekka MarttinenPublished in: ML4H@NeurIPS (2023)
Keyphrases
- hidden markov models
- sequential data
- multivariate time series
- multi variate
- mixture model
- computationally efficient
- speech recognition
- chinese named entity recognition
- multivariate time series data
- home care
- clinical data
- gaussian distribution
- information systems
- non stationary
- expectation maximization
- medical images
- information technology
- image sequences