Revisiting k-means: New Algorithms via Bayesian Nonparametrics
Brian KulisMichael I. JordanPublished in: CoRR (2011)
Keyphrases
- k means
- center based clustering
- clustering algorithm
- data structure
- data clustering
- benchmark datasets
- machine learning algorithms
- computationally efficient
- theoretical analysis
- maximum likelihood
- bayesian methods
- graph theory
- hierarchical clustering
- data mining algorithms
- machine learning
- optimization problems
- probabilistic model
- significant improvement
- computational complexity
- bayesian networks
- feature selection
- genetic algorithm