Analysis of multivariate time series via a hidden graphical model.
Elena StanghelliniJoe WhittakerPublished in: AISTATS (1999)
Keyphrases
- graphical models
- multivariate time series
- probabilistic model
- belief propagation
- random variables
- probabilistic graphical models
- probabilistic inference
- approximate inference
- generative model
- factor graphs
- temporal data
- conditional random fields
- conditional dependencies
- image processing
- maximum likelihood
- support vector
- similarity measure