Fast accurate fuzzy clustering through data reduction.
Steven EschrichJingwei KeLawrence O. HallDmitry B. GoldgofPublished in: IEEE Trans. Fuzzy Syst. (2003)
Keyphrases
- fuzzy clustering
- data reduction
- clustering algorithm
- data compression
- fuzzy c means
- fuzzy clustering algorithm
- representative subset
- fuzzy clustering algorithms
- data analysis
- fuzzy c means algorithm
- knowledge discovery
- preprocessing
- membership functions
- classification rules
- high quality
- classification accuracy
- feature selection
- rough set theory
- cluster analysis
- high dimensionality
- fuzzy clustering method
- model selection
- possibilistic clustering
- fuzzy c means clustering algorithm
- singular value decomposition
- dimensionality reduction
- training data
- image compression
- artificial intelligence
- machine learning
- data mining
- real world
- neural network
- data sets