Using Index Structures for Anytime Stream Mining.
Philipp KranenThomas SeidlPublished in: VLDB PhD Workshop (2009)
Keyphrases
- stream mining
- index structure
- data streams
- multi dimensional
- r tree
- limited memory
- query processing
- range queries
- data structure
- single pass
- evolving data streams
- data stream mining
- stream processing
- streaming data
- nearest neighbor
- data distribution
- b tree
- main memory
- data mining methods
- tree structure
- concept drift
- stream data
- change detection
- database management systems
- sliding window
- real time
- training data
- decision trees
- data mining
- data sets
- database
- query optimization
- k nearest neighbor
- management system
- data points
- efficient processing
- association rules
- neural network