Fast and space-efficient shapelets-based time-series classification.
Daniel GordonDanny HendlerLior RokachPublished in: Intell. Data Anal. (2015)
Keyphrases
- space efficient
- data structure
- data streams
- sliding window
- nearest neighbor algorithm
- data mining tasks
- nearest neighbor
- dynamic time warping
- range sum queries
- sampling methods
- explanatory power
- garbage collection
- b tree
- uncertain data streams
- linear space
- suffix array
- accurate classifiers
- pattern matching
- similarity measure
- kd tree
- data mining
- database