Estimating Degradation of Machine Learning Data Assets.
Lara MauriErnesto DamianiPublished in: ACM J. Data Inf. Qual. (2022)
Keyphrases
- data sets
- machine learning
- data analysis
- knowledge discovery
- data sources
- training data
- high quality
- computer systems
- data processing
- data quality
- original data
- statistical methods
- experimental data
- data collection
- small number
- information extraction
- image data
- computer vision
- text classification
- database
- knowledge representation
- databases
- statistical analysis
- query processing
- raw data
- pattern recognition
- web pages