A new approach to robust k-Means clustering based on fuzzy principal component analysis.
Katsuhiro HondaHiromichi ArakiTomohiro MatsuiHidetomo IchihashiPublished in: IJCNN (2008)
Keyphrases
- principal component analysis
- k means
- fuzzy clustering algorithm
- dimensionality reduction
- fuzzy sets
- dimension reduction
- fuzzy logic
- face recognition
- discriminant analysis
- clustering algorithm
- clustering method
- fuzzy set theory
- independent component analysis
- membership functions
- parameter tuning
- fuzzy controller
- fuzzy c means
- fuzzy clustering
- singular value decomposition
- data sets
- fuzzy rules
- genetic algorithm