Improvement of Fuzzy KNN Classification Algorithm Based on Fuzzy C-means.
Kun YuYushui GengXuemei LiMengjie YangPublished in: CSAE (2018)
Keyphrases
- classification algorithm
- knn
- fuzzy c means
- fuzzy clustering
- k nearest neighbor
- fcm algorithm
- fuzzy clustering algorithm
- membership functions
- membership values
- fuzzy clustering algorithms
- possibilistic c means
- nearest neighbor
- possibilistic clustering
- gustafson kessel
- clustering algorithm
- classification method
- knn algorithm
- fuzzy sets
- text categorization
- cluster validity index
- clustering method
- hard c means
- fuzzy rules
- distance function
- similarity search
- k means
- support vector machine
- image segmentation
- text classification
- support vector machine svm
- fuzzy logic
- cluster analysis
- fuzzy inference
- fuzzy model
- fuzzy classifier
- input space
- feature selection
- pattern recognition