Data Errors: Symptoms, Causes and Origins.
Ihab F. IlyasFelix NaumannPublished in: IEEE Data Eng. Bull. (2022)
Keyphrases
- data sets
- data processing
- data collection
- synthetic data
- computer systems
- database
- training data
- data analysis
- big data
- image data
- data mining techniques
- high quality
- spatial data
- end users
- statistical analysis
- application domains
- machine learning
- errors occur
- data quality
- noisy data
- statistical methods
- data distribution
- sensor data
- missing data
- information systems
- data points
- data sources
- artificial neural networks