Applications of an enhanced cluster validity index method based on the Fuzzy C-means and rough set theories to partition and classification.
Kuang Yu HuangPublished in: Expert Syst. Appl. (2010)
Keyphrases
- rough sets
- fuzzy c means
- decision rules
- cluster validity indices
- clustering method
- set pair analysis
- cluster validity index
- support vector machine
- unsupervised learning
- information entropy
- clustering algorithm
- fuzzy clustering
- pattern recognition
- fcm algorithm
- rough set theory
- feature extraction
- similarity measure
- neural network
- fuzzy sets
- supervised learning
- model selection
- hybrid method
- membership values
- artificial intelligence
- genetic algorithm
- real world