Detecting Metachanges in Data Streams from the Viewpoint of the MDL Principle.
Shintaro FukushimaKenji YamanishiPublished in: Entropy (2019)
Keyphrases
- mdl principle
- viewpoint
- data streams
- minimum description length
- information theory
- sliding window
- high dimensional data streams
- concept drift
- sensor networks
- polynomial regression
- data stream mining
- database
- change detection
- distributed data streams
- polyhedral objects
- streaming data
- itemsets
- data sets
- learning algorithm
- information theoretic
- data distribution
- illumination conditions
- sensor data
- lighting conditions
- d objects
- stream mining
- data streaming
- incremental learning
- frequent itemsets
- stream processing
- data processing
- data structure
- database systems
- continuous data streams
- multiple views
- network structure