Fuzzy c-Means Classifier with Deterministic Initialization and Missing Value Imputation.
Hidetomo IchihashiKatsuhiro HondaAkira NotsuTakafumi YagiPublished in: FOCI (2007)
Keyphrases
- missing values
- fuzzy c means
- k means
- fuzzy clustering
- data imputation
- missing data
- fuzzy clustering algorithm
- fuzzy c means algorithm
- mercer kernel
- clustering algorithm
- clustering method
- image segmentation
- fcm algorithm
- fuzzy clustering algorithms
- artificial immune network
- high dimensional data
- fuzzy c means clustering algorithm
- possibilistic c means
- incomplete data sets
- membership functions
- feature space
- missing data imputation
- cluster analysis
- euclidean distance
- incomplete data
- learning algorithm
- cluster validity index
- decision trees
- training set
- support vector
- training data
- hard c means
- cluster centers
- imputation methods
- support vector machine
- fuzzy classifier
- image processing
- k nearest neighbour
- feature selection
- artificial intelligence