Initial Centroid Selection Method for an Enhanced K-means Clustering Algorithm.
Youssef AamerYahya BenkaouzMohammed OuzzifKhalid BouragbaPublished in: UNet (2019)
Keyphrases
- preprocessing
- pairwise
- computationally efficient
- significant improvement
- k means
- high accuracy
- detection method
- evaluation method
- dynamic programming
- fully automatic
- synthetic data
- model selection
- machine learning
- high precision
- optimization method
- selection strategy
- initial set
- selection scheme
- support vector machine
- experimental evaluation
- prior knowledge
- evolutionary algorithm
- image quality
- feature set
- theoretical analysis
- main contribution
- clustering method
- image registration
- error rate
- d objects
- knn
- selection algorithm
- cost function
- data sets