Improving K-Mean Method by Finding Initial Centroid Points.
Andleeb AslamUsman QamarReda Ayesha KhanPakizah SaqibPublished in: ICACT (2020)
Keyphrases
- detection method
- preprocessing
- initial set
- optimization method
- theoretical analysis
- clustering method
- method finds
- fully automatic
- high precision
- cost function
- computational cost
- computationally efficient
- center location
- similarity measure
- segmentation method
- synthetic data
- support vector machine svm
- dynamic programming
- significant improvement
- k means
- evolutionary algorithm
- feature vectors
- high dimensional
- objective function