Global and Componentwise Extrapolation for Accelerating Data Mining from Large Incomplete Data Sets with the EM Algorithm.
Chun-Nan HsuHan-Shen HuangBo-Hou YangPublished in: ICDM (2006)
Keyphrases
- em algorithm
- incomplete data
- incomplete data sets
- data mining
- expectation maximization
- mixture model
- maximum likelihood
- generative model
- parameter estimation
- maximum likelihood estimation
- maximum a posteriori
- missing data
- likelihood function
- likelihood maximization
- penalized likelihood
- machine learning
- log likelihood
- model based clustering
- expectation maximisation
- hidden variables
- gaussian mixture model
- missing values
- gaussian mixture
- latent dirichlet
- knowledge discovery
- bayesian networks
- data mining algorithms
- data mining techniques
- finite mixtures
- probability density function
- multi modal
- text mining
- mixture distribution
- k means
- pairwise
- decision trees
- data sets