Unsupervised record matching with noisy and incomplete data.
Yves van GennipBlake HunterAnna MaDaniel MoyerRyan de VeraAndrea L. BertozziPublished in: Int. J. Data Sci. Anal. (2018)
Keyphrases
- incomplete data
- missing data
- learning bayesian networks
- missing values
- bayesian networks
- em algorithm
- incomplete data sets
- matching algorithm
- variational bayesian
- supervised learning
- unsupervised learning
- semi supervised
- probabilistic model
- maximum likelihood
- bayes classifier
- training data
- irrelevant attributes
- image processing