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A comprehensive active learning method for multiclass imbalanced data streams with concept drift.
Weike Liu
Hang Zhang
Zhaoyun Ding
Qingbao Liu
Cheng Zhu
Published in:
Knowl. Based Syst. (2021)
Keyphrases
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multi class
data streams
concept drift
pairwise
active learning
support vector machine
data sets
streaming data
data structure
multiclass classification
ensemble classifier
binary classifiers
data distribution
class imbalance
change detection
classification algorithm
binary classification problems