Skill Set Profile Clustering: The Empty K-Means Algorithm with Automatic Specification of Starting Cluster Centers.
Rebecca NugentNema DeanElizabeth AyersPublished in: EDM (2010)
Keyphrases
- k means
- cluster centers
- clustering algorithm
- data clustering
- clustering method
- hierarchical clustering
- initial cluster centers
- spectral clustering
- fuzzy c means
- expectation maximization
- fuzzy k means
- fuzzy clustering
- affinity propagation
- cluster analysis
- data points
- clustering quality
- clustering analysis
- clustering approaches
- detection algorithm
- probabilistic model
- document clustering
- cluster centroids
- sufficient statistics
- artificial intelligence
- cluster structure
- rough k means
- mean shift
- similarity search
- semi supervised
- dynamic programming
- expert systems
- bayesian networks
- image segmentation
- computer vision