Resource Constrained Stream Mining With Classifier Tree Topologies.
Brian FooDeepak S. TuragaOlivier VerscheureMihaela van der SchaarLisa AminiPublished in: IEEE Signal Process. Lett. (2008)
Keyphrases
- resource constrained
- stream mining
- data streams
- sensor networks
- resource constraints
- wireless sensor networks
- limited memory
- single pass
- stream processing
- data stream mining
- streaming data
- concept drift
- feature space
- stream data
- training data
- tree structure
- support vector machine
- embedded systems
- data mining methods
- classification algorithm
- sliding window
- index structure
- multipath
- data sets
- class labels
- change detection
- sensor nodes
- low cost
- query processing
- search space
- training set
- decision trees