Detecting Data Errors: Where are we and what needs to be done?
Ziawasch AbedjanXu ChuDong DengRaul Castro FernandezIhab F. IlyasMourad OuzzaniPaolo PapottiMichael StonebrakerNan TangPublished in: Proc. VLDB Endow. (2016)
Keyphrases
- data collection
- data sets
- training data
- data processing
- raw data
- data analysis
- probability distribution
- high quality
- data structure
- small number
- original data
- data mining techniques
- test data
- application domains
- synthetic data
- complex data
- historical data
- image data
- knowledge discovery
- database systems
- machine learning
- statistical analysis
- high dimensional data
- background knowledge
- data sources
- data acquisition
- website
- data mining