Bayesian Model Selection for Change Point Detection and Clustering.
Othmane MazharCristian R. RojasCarlo FischioneMohammad Reza HesamzadehPublished in: CoRR (2019)
Keyphrases
- change point detection
- normalized maximum likelihood
- outlier detection
- bayesian model selection
- change point
- clustering algorithm
- k means
- non stationary
- sequential data
- model selection
- em algorithm
- posterior probability
- spatially adaptive
- multi dimensional
- parameter estimation
- mdl principle
- multiresolution
- data streams
- image sequences