A novel method of fuzzy time series forecasting based on interval index number and membership value using support vector machine.
Kiran BishtArun KumarPublished in: CoRR (2020)
Keyphrases
- support vector machine
- support vector machine svm
- dynamic programming
- computational complexity
- fuzzy sets
- clustering method
- cost function
- high accuracy
- classification method
- segmentation method
- reduced set
- significant improvement
- preprocessing
- interval valued
- fuzzy membership functions
- membership degree
- fuzzy inference system
- learning algorithm
- membership degrees
- evaluation method
- detection method
- feature set
- nearest neighbor
- computational cost
- pairwise
- similarity measure