Efficient query filtering for streaming time series with applications to semisupervised learning of time series classifiers.
Li WeiEamonn J. KeoghHelga Van HerleAgenor Mafra-NetoRussell J. AbbottPublished in: Knowl. Inf. Syst. (2007)
Keyphrases
- streaming time series
- semisupervised learning
- similarity search
- query processing
- data mining tasks
- sliding window
- feature set
- incremental clustering
- feature selection
- data structure
- high dimensional
- classification algorithm
- training data
- supervised learning
- data sources
- cost sensitive
- feature space
- streaming data
- support vector