Lightweight Alternatives for Hyper-parameter Tuning in Drifting Data Streams.
Jesus L. LoboJavier Del SerEneko OsabaPublished in: ICDM (Workshops) (2021)
Keyphrases
- lightweight
- parameter tuning
- data streams
- concept drift
- streaming data
- sliding window
- ink bleed
- sensor networks
- stream data
- parameter settings
- decision makers
- data sets
- data distribution
- wireless sensor networks
- data mining
- mobile devices
- genetic algorithm
- handheld devices
- dos attacks
- communication infrastructure
- stability criterion