Attributes Scaling for K-means Algorithm Controlled by Misclassification of All Clusters.
Wacharasak SiriseriwanKrung SinapiromsaranPublished in: WKDD (2010)
Keyphrases
- k means
- learning algorithm
- fuzzy k means
- data clustering
- hierarchical clustering
- objective function
- segmentation algorithm
- preprocessing
- cost function
- clustering algorithm
- dynamic programming
- computational complexity
- unsupervised clustering
- fuzzy clustering algorithm
- input data
- search space
- expectation maximization
- optimization algorithm
- detection algorithm
- clustering method
- np hard
- arbitrary shaped
- hierarchical clustering algorithm
- neural network
- clustering quality
- cluster centers
- synthetic datasets
- subspace clustering
- concept lattice
- cluster analysis
- self organizing maps
- similarity measure