Dynamic Similar Sub-Series Selection Method for Time Series Forecasting.
Peiqiang LiJiang ZhangCanbing LiBin ZhouYongjun ZhangManman ZhuNing LiPublished in: IEEE Access (2018)
Keyphrases
- experimental evaluation
- main contribution
- selection strategy
- clustering method
- synthetic data
- pairwise
- high accuracy
- significant improvement
- neural network
- computational cost
- selection scheme
- mutual information
- support vector machine
- dynamic programming
- feature extraction
- semi supervised
- evolutionary algorithm
- high dimensional
- computationally efficient
- preprocessing
- objective function
- similarity measure
- selection algorithm
- fine tuning
- feature selection