Informed K-Means: A Clustering Process biased by Prior Knowledge.
Wagner Francisco CastilhoHércules Antônio do PradoMarcelo LadeiraPublished in: ICEIS (2) (2004)
Keyphrases
- prior knowledge
- k means
- clustering method
- clustering algorithm
- data clustering
- self organizing maps
- expectation maximization
- spectral clustering
- generative model
- domain knowledge
- hierarchical clustering
- cluster analysis
- latent variables
- document clustering
- fuzzy k means
- incorporation of prior knowledge
- bayesian framework
- shape prior
- cluster ensemble
- neural network
- prior information
- background knowledge
- semi supervised learning
- active learning
- pairwise
- unsupervised clustering
- feature space
- constrained clustering
- fuzzy clustering algorithm
- training data
- genetic algorithm