Extending fuzzy and probabilistic clustering to very large data sets.
Richard J. HathawayJames C. BezdekPublished in: Comput. Stat. Data Anal. (2006)
Keyphrases
- fuzzy clustering
- k means
- clustering method
- fuzzy c means clustering
- clustering algorithm
- bayesian networks
- unsupervised learning
- information theoretic
- membership functions
- fuzzy sets
- probabilistic model
- bayesian reasoning
- data clustering
- categorical data
- subtractive clustering
- cluster validity index
- clustering analysis
- graph theoretic
- fuzzy logic
- fuzzy numbers
- outlier detection
- hierarchical clustering
- decision making
- fuzzy neural network
- data points
- expert systems
- adaptive resonance theory
- self organizing maps
- validity index
- art neural network
- high dimensional data