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Entropy-based dynamic ensemble classication algorithm for imbalanced data stream with concept drift.

Published in PloS one • Jan 1, 2024
NobleIDNI9P07W46R02S40
Authors:
JiaMing Gong
,
MingGang Dong

Abstract

Online imbalanced learning is an emerging topic that combines the challenges of class imbalance and concept drift. However, current works account for issues of class imbalance and concept drift. And only few works have considered these issues simultaneously. To this end, this paper proposes an entro...

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