Accelerating EM clustering to find high-quality solutions.
Carlos OrdonezEdward OmiecinskiPublished in: Knowl. Inf. Syst. (2005)
Keyphrases
- high quality
- k means
- clustering method
- unsupervised learning
- clustering algorithm
- categorical data
- hierarchical clustering
- optimal solution
- probabilistic model
- higher quality
- data clustering
- em algorithm
- distance metric
- information theoretic
- maximum likelihood
- similarity function
- solution space
- graph theoretic
- clustering solutions
- fuzzy clustering
- data sets
- feasible solution
- document clustering
- ground truth
- data points
- website
- machine learning