An enhanced method of initial cluster center selection for K-means algorithm.
Zillur RahmanMd. Sabir HossainMohammad HasanAhmed ImteajPublished in: CoRR (2022)
Keyphrases
- k means
- cluster centers
- clustering method
- initial cluster centers
- high accuracy
- computational cost
- dynamic programming
- preprocessing
- selection algorithm
- computational complexity
- cost function
- detection algorithm
- optimization algorithm
- objective function
- learning algorithm
- segmentation method
- hierarchical clustering
- expectation maximization
- clustering algorithm
- segmentation algorithm
- optimal solution
- cluster analysis
- energy function
- rough k means
- fuzzy c means
- matching algorithm
- similarity measure
- em algorithm
- decision making
- data mining
- data analysis
- principal component analysis
- density function
- computer vision
- cluster centroids
- maximum likelihood