Incremental Learning of Statistical Models from a Temporal Data Stream . An MML-Based Appoach.
Jing FengAnja AttigMichael SchwarzPetra PernerPublished in: Trans. Mach. Learn. Data Min. (2010)
Keyphrases
- statistical models
- incremental learning
- data streams
- statistical model
- data stream classification
- parameter estimation
- statistical modeling
- incremental learning algorithm
- sliding window
- model selection
- spatio temporal
- change detection
- fuzzy artmap
- batch mode
- supervised learning
- maximum likelihood
- learning process
- concept drift
- streaming data
- batch learning
- least squares
- mixture model
- semi supervised
- minimum message length
- bayesian models
- neural learning
- active learning
- decision trees
- data stream mining
- translation model
- reinforcement learning
- dynamical models
- image sequences
- computer vision
- data sets