Bayesian K-Means as a "Maximization-Expectation" Algorithm.
Max WellingKenichi KuriharaPublished in: SDM (2006)
Keyphrases
- k means
- objective function
- expectation maximization
- clustering method
- significant improvement
- learning algorithm
- hierarchical clustering
- improved algorithm
- dynamic programming
- experimental evaluation
- data clustering
- computational complexity
- preprocessing
- np hard
- high accuracy
- worst case
- computationally efficient
- simulated annealing
- search space
- optimal solution
- particle swarm optimization
- neural network
- detection algorithm
- matching algorithm
- bayesian networks
- recognition algorithm
- clustering algorithm
- fuzzy clustering algorithm
- rough k means