Fuzzy C-Means Clustering Validity Function Based on Multiple Clustering Performance Evaluation Components.
Guan WangJie-Sheng WangHong-Yu WangPublished in: Int. J. Fuzzy Syst. (2022)
Keyphrases
- fuzzy c means
- validity index
- clustering validity
- clustering algorithm
- fuzzy clustering
- clustering method
- fcm algorithm
- fuzzy c means clustering
- fuzzy clustering algorithm
- k means
- fuzzy clustering algorithms
- fcm clustering
- hard c means
- validity indices
- soft clustering
- fuzzy c means algorithm
- cluster analysis
- cluster centers
- cluster validity
- hierarchical clustering
- gustafson kessel
- image segmentation
- neural gas
- artificial immune network
- data clustering
- membership functions
- cluster validity index
- possibilistic clustering
- cluster validity indices
- pattern recognition
- kernel induced
- euclidean distance
- self organizing maps
- possibilistic c means
- artificial intelligence
- fuzzy c means clustering algorithm
- membership values
- dissimilarity measure
- unsupervised learning
- principal component analysis
- expert systems
- decision making