Statistical relational learning based automatic data cleaning.
Weibang LiLing LiZhanhuai LiMengtian CuiPublished in: Frontiers Comput. Sci. (2019)
Keyphrases
- data cleaning
- statistical relational learning
- data integration
- data quality
- record linkage
- relational data
- text classification
- inductive logic programming
- outlier detection
- relational learning
- data processing
- graphical models
- missing values
- database
- multi relational
- social network analysis
- integrity constraints
- data warehousing
- markov logic networks
- databases
- structure learning
- fraud detection
- web usage mining
- data sets
- feature selection
- website
- markov networks
- bayesian networks
- data streams
- probabilistic model
- data management