Theoretical Analysis of the Generalization Error of the Sampling-Based Fuzzy C-Means.
Zhongjie ZhangJian HuangPublished in: IEEE Trans. Fuzzy Syst. (2021)
Keyphrases
- generalization error
- fuzzy c means
- theoretical analysis
- fuzzy clustering
- cross validation
- upper bound
- model selection
- learning algorithm
- active learning
- fcm algorithm
- image segmentation
- training data
- clustering method
- fuzzy clustering algorithm
- sample size
- training set
- supervised learning
- training error
- clustering algorithm
- k means
- fuzzy clustering algorithms
- rbf neural network
- membership functions
- cluster analysis
- possibilistic clustering
- euclidean distance
- particle swarm optimization
- learning rate
- lower bound
- decision trees
- image processing
- boosting algorithms
- control system
- expert systems