Finding Interesting Cleaning Rules from Dirty Data.
Nan PengHongya WangWencheng DingYingyuan XiaoZhenyu LiuPublished in: ISCID (2) (2017)
Keyphrases
- data sets
- data collection
- training data
- database
- missing data
- data sources
- data points
- background knowledge
- synthetic data
- data analysis
- experimental data
- small number
- data distribution
- probability distribution
- association rule mining
- high dimensional data
- association rules
- high quality
- data objects
- learning algorithm
- data quality
- data acquisition
- raw data
- data mining algorithms
- attribute values
- statistical analysis
- data mining techniques
- clustering algorithm
- metadata
- feature selection
- neural network