Scientific Discovery Within Data Streams.
Andrew J. CowellSusan HavreRichard MayAntonio SanfilippoPublished in: Ambient Intelligence for Scientific Discovery (2004)
Keyphrases
- scientific discovery
- data streams
- sliding window
- human reasoning
- streaming data
- knowledge discovery
- artificial intelligence
- concept drift
- change detection
- sensor networks
- stream data
- data distribution
- data sets
- mining data streams
- sensor data
- limited memory
- itemsets
- stream mining
- evolving data streams
- continuous data streams
- high speed data streams
- expert systems
- incoming data
- distributed data streams
- data stream classification
- heavy hitters
- anytime classification
- data streaming
- multiple data streams
- data stream mining
- stream processing
- outlier detection
- frequent itemsets
- multi dimensional
- genetic algorithm
- data mining
- neural network