Fuzzy c-Means Classifier for Incomplete Data Sets with Outliers and Missing Values.
Hidetomo IchihashiKatsuhiro HondaPublished in: CIMCA/IAWTIC (2005)
Keyphrases
- missing values
- incomplete data sets
- fuzzy c means
- missing data
- missing attribute values
- fuzzy clustering
- incomplete data
- unseen data
- clustering algorithm
- fcm algorithm
- feature values
- fuzzy clustering algorithm
- clustering method
- image segmentation
- high dimensional data
- membership functions
- k means
- feature space
- training data
- data sets
- euclidean distance
- support vector machine
- feature selection
- decision trees
- possibilistic c means
- cluster analysis
- feature set
- support vector
- cluster centers
- low rank
- neural network
- computer vision
- feature extraction
- training set
- probabilistic model
- supervised learning