Intuitionistic fuzzy time series forecasting method for non-stationary time series data with suitable number of clusters and different window size for fuzzy rule generation.
Ankit DixitShikha JainPublished in: Inf. Sci. (2023)
Keyphrases
- non stationary
- window size
- rule generation
- intuitionistic fuzzy
- computational complexity
- fuzzy clustering
- empirical mode decomposition
- clustering method
- judgment matrix
- fuzzy neural network
- sliding window
- error rate
- data sets
- artificial neural networks
- expert systems
- objective function
- neural network
- association rules
- rule sets
- preprocessing
- evaluation method
- pattern recognition
- knowledge base
- artificial intelligence
- databases