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

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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Autors principals: JiaMing Gong, MingGang Dong
Format: Artigo
Idioma:Inglês
Publicat: Public Library of Science (PLoS) 2024-01-01
Col·lecció:PLoS ONE
Accés en línia:https://doi.org/10.1371/journal.pone.0311133
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