Clustering time series under trend-oriented fuzzy information granulation.
Xiyang YangFusheng YuWitold PedryczZhiwei LiPublished in: Appl. Soft Comput. (2023)
Keyphrases
- information granulation
- hard c means
- genetic optimization
- fuzzy modeling
- fuzzy sets
- parametric optimization
- membership functions
- information granules
- initial values
- fuzzy clustering
- granular computing
- fuzzy model
- fuzzy systems
- clustering algorithm
- fuzzy rules
- fuzzy c means
- parameter identification
- design methodology
- cluster analysis
- clustering method
- k means
- fcm algorithm
- fuzzy logic
- non stationary
- decision making
- pattern recognition
- computational intelligence
- genetic programming
- fuzzy relations
- approximate reasoning
- nonlinear systems