Data preprocessing techniques for classification without discrimination.

Faisal Kamiran Toon Calders

Published in: Knowl. Inf. Syst. (2011)

Keyphrases

data preprocessing
feature selection
preprocessing
data mining
preprocessing step
pattern recognition
web usage mining
machine learning
pattern classification
feature space
classification accuracy
data cleaning
data points
support vector machine
svm classifier
support vector
feature ranking
decision trees