SETAR-Tree: a novel and accurate tree algorithm for global time series forecasting.
Rakshitha GodahewaGeoffrey I. WebbDaniel F. SchmidtChristoph BergmeirPublished in: Mach. Learn. (2023)
Keyphrases
- tree structure
- binary tree
- learning algorithm
- minimum spanning tree
- computational complexity
- detection algorithm
- computationally efficient
- spanning tree
- high accuracy
- preprocessing
- experimental evaluation
- pattern tree
- dynamic programming
- pruning algorithm
- search space
- times faster
- clustering method
- mining high utility itemsets
- expectation maximization
- simulated annealing
- worst case
- np hard
- cost function
- k means
- segmentation algorithm
- particle swarm optimization
- matching algorithm
- linear programming
- recognition algorithm
- tree structures
- globally consistent
- boolean operations
- feature selection