A hybrid genetic algorithm-fuzzy c-means approach for incomplete data clustering based on nearest-neighbor intervals.
Dan LiHong GuLiyong ZhangPublished in: Soft Comput. (2013)
Keyphrases
- incomplete data
- fuzzy c means
- nearest neighbor
- fuzzy clustering
- fuzzy c means algorithm
- missing values
- bayesian networks
- missing data
- knn
- clustering algorithm
- fcm algorithm
- fuzzy clustering algorithm
- image segmentation
- em algorithm
- data points
- clustering method
- high dimensional data
- incomplete data sets
- distance function
- membership functions
- euclidean distance
- training set
- possibilistic c means
- fuzzy clustering algorithms
- cluster analysis
- high dimensional
- neural network
- artificial immune network
- fuzzy logic
- fuzzy c means clustering algorithm
- input data
- k means
- cluster centers
- training data
- machine learning