Algorithmic Bias: From Discrimination Discovery to Fairness-aware Data Mining.
Sara HajianFrancesco BonchiCarlos CastilloPublished in: KDD (2016)
Keyphrases
- data mining
- knowledge discovery
- discovery process
- discrimination aware
- data mining methods
- data mining techniques
- pattern discovery
- association rules
- web mining
- discovering interesting
- scientific discovery
- knowledge discovery in databases
- data mining problems
- text mining
- data analysis
- business applications
- association rule mining
- resource allocation
- machine learning
- subgroup discovery
- previously unknown
- rule discovery
- data mining algorithms
- preprocessing
- intrusion detection
- decision making
- data mining applications
- frequent pattern discovery
- decision trees
- case study
- computational intelligence
- customer relationship management
- decision support
- privacy preserving
- privacy preserving data mining
- data mining tasks
- game theory
- data visualization
- cluster analysis