Fuzzy clustering of categorical data using fuzzy centroids.
Dae-Won KimKwang Hyung LeeDoheon LeePublished in: Pattern Recognit. Lett. (2004)
Keyphrases
- fuzzy clustering
- categorical data
- cluster analysis
- clustering algorithm
- k means
- numerical data
- fuzzy c means
- fuzzy clustering algorithm
- intuitionistic fuzzy
- parameter free
- fuzzy clustering algorithms
- clustering analysis
- membership functions
- fuzzy theory
- fuzzy modeling
- fuzzy clustering method
- membership values
- fuzzy c means algorithm
- clustering method
- possibilistic clustering
- fcm algorithm
- hierarchical latent class models
- fuzzy model
- unsupervised learning
- data mining
- cluster centers
- gustafson kessel
- attribute values
- data analysis
- fuzzy c means clustering algorithm
- validity index
- knowledge discovery
- active learning
- pattern recognition
- distance based outlier detection
- fuzzy sets
- fuzzy logic
- data points
- fuzzy membership
- data mining techniques
- machine learning