Detecting Simpson's Paradox: A Step Towards Fairness in Machine Learning.
Rahul SharmaMinakshi KaushikSijo Arakkal PeiousMarkus BertlAnkit VidyarthiAshwani KumarDirk DraheimPublished in: ADBIS (Short Papers) (2022)
Keyphrases
- machine learning
- post processing
- knowledge acquisition
- information extraction
- knowledge discovery
- machine learning and data mining
- real time
- machine learning algorithms
- pattern recognition
- learning tasks
- inductive learning
- explanation based learning
- machine learning methods
- game theory
- machine learning approaches
- computational intelligence
- text mining
- data sets
- neural network
- natural language
- data mining
- artificial intelligence
- decision trees
- multi step
- knowledge discovery in databases
- learning problems
- feature selection
- natural language processing
- image sequences
- outlier detection
- data analysis
- model selection
- knowledge representation
- support vector machine