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A short-term memory clustering algorithm for evolving data streams

delete2025-06-26
delete0
PRE
AI
B
Bo Liang
蔡
蔡江辉 (Jianghui Cai)
杨
杨海峰 (Haifeng Yang)
J
Jie Gao
荀
荀亚玲 (Yaling Xun)
Y
Yupeng Wang
F
Fujiang Yuan
DOI：10.1016/j.asoc.2025.113442delete
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摘要

摘要

En 中文
• 使用短期记忆机制实现流式聚类。 • 采用基于滑动窗口的动态投影策略以应对概念漂移。 • 设计自适应单元组半径合并方法以解决随时间推移精度下降的问题。

期刊

Applied Soft Computing 封面图
Applied Soft Computing
IF:
6.6
论文数:
1.4W
被引数:
4.8W

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