Maximum likelihood estimation of a finite mixture of logistic regression models in a continuous data stream.
Maurits KapteinPaul KetelaarPublished in: CoRR (2018)
Keyphrases
- maximum likelihood estimation
- logistic regression models
- data streams
- multivariate gaussian
- mixture of gaussians
- expectation maximization
- logistic regression
- em algorithm
- maximum likelihood
- parameter estimation
- regression model
- mixture model
- probability distribution
- receiver operating characteristic
- variable selection
- density function
- gaussian mixture model
- image segmentation
- tree models
- concept drift
- gaussian distribution
- image sequences
- outlier detection
- data sets
- support vector
- graph cuts