Kurz erklärt: Measuring Data Changes in Data Engineering and their Impact on Explainability and Algorithm Fairness.
Meike KlettkeAdrian LutschUta StörlPublished in: Datenbank-Spektrum (2021)
Keyphrases
- data sets
- database
- input data
- data points
- noisy data
- data processing
- dynamic programming
- data sources
- data distribution
- data reduction
- information loss
- probability distribution
- data structure
- knowledge discovery
- original data
- computational complexity
- raw data
- dimensional data
- search space
- incomplete data
- clustering method
- segmentation algorithm
- statistical analysis
- data analysis
- preprocessing
- end users
- probabilistic model
- cost function
- prior knowledge