CLAMS: Bringing Quality to Data Lakes.
Mina H. FaridAlexandra RoatisIhab F. IlyasHella-Franziska HoffmannXu ChuPublished in: SIGMOD Conference (2016)
Keyphrases
- data sets
- high quality
- training data
- data collection
- raw data
- knowledge discovery
- data sources
- data quality
- database
- data structure
- image data
- application domains
- synthetic data
- data points
- information systems
- data processing
- historical data
- statistical methods
- network structure
- original data
- data objects
- big data
- complex data
- data distribution
- high dimensional data
- input data
- small number
- end users
- data analysis
- case study
- website
- data mining