Data cleaning using belief propagation.
Fang ChuYizhou WangDouglas Stott Parker Jr.Carlo ZanioloPublished in: IQIS (2005)
Keyphrases
- data cleaning
- belief propagation
- graphical models
- message passing
- data integration
- outlier detection
- text classification
- markov random field
- graph cuts
- record linkage
- data quality
- stereo matching
- data processing
- database
- approximate inference
- markov networks
- fixed point
- fraud detection
- loopy belief propagation
- data warehouse
- missing values
- energy function
- pairwise
- web usage mining
- free energy
- integrity constraints
- data warehousing
- databases
- detection algorithm
- post processing
- data sources
- data model
- data analysis
- high quality
- data mining