Toward Accountable Discrimination-Aware Data Mining: The Importance of Keeping the Human in the Loop - and Under the Looking Glass.
Bettina BerendtSören PreibuschPublished in: Big Data (2017)
Keyphrases
- discrimination aware
- data mining
- relative merits
- data mining approaches
- reject option
- association rules
- knowledge discovery
- decision theory
- decision making
- data analysis
- data mining techniques
- outlier detection
- data warehouse
- knowledge discovery in databases
- data mining algorithms
- multi class
- preprocessing
- cooperative
- artificial intelligence
- machine learning