Concept drift type identification based on multi-sliding windows

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Husheng Guo, Hai Li, Qiaoyan Ren, Wenjian Wang

Published: 2022, Last Modified: 28 Jan 2026Inf. Sci. 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•This method not only makes a preliminary division of concept drift, but also gives a more detailed classification.•It can provide more accurate guidance for rapid model updating after a concept drift occurs.