A new fuzzy time series forecasting method based on clustering and weighted average approach.
Shafqat IqbalChongqi ZhangMuhammad ArifMunawar HassanShakeel AhmadPublished in: J. Intell. Fuzzy Syst. (2020)
Keyphrases
- weighted average
- clustering method
- objective function
- detection method
- hierarchical clustering
- computational complexity
- preprocessing
- significant improvement
- evaluation method
- fuzzy logic
- high accuracy
- fuzzy c means clustering
- fuzzy reasoning
- similarity function
- input data
- clustering algorithm
- computational cost
- cost function
- k means
- similarity measure