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Preventing Discriminatory Decision-making in Evolving Data Streams.
Zichong Wang
Nripsuta Saxena
Tongjia Yu
Sneha Karki
Tyler Zetty
Israat Haque
Shan Zhou
Dukka Kc
Ian Stockwell
Xuyu Wang
Albert Bifet
Wenbin Zhang
Published in:
FAccT (2023)
Keyphrases
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evolving data streams
decision making
data streams
stream mining
streaming data
random forests
concept drift
decision makers
data stream mining
stream clustering
data sets
learning algorithm
decision trees
influence diagrams
sliding window
prediction accuracy
bayesian networks