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A short-term memory clustering algorithm for evolving data streams

delete2025-06-26
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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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Abstract

Abstract

En 中文
• Using a short-term memory mechanism to achieve streaming clustering. • Applying a dynamic projection strategy based on sliding windows to address concept drift. • Designing an adaptive cell group radius merge method to address the issue of decreased accuracy over time.

Journal

Applied Soft Computing cover
Applied Soft Computing
IF:
6.6
Papers:
1.4W
Citations:
4.8W

Organization

No organization information available
Cited Papers

Cited Papers

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Adaptive learning on hierarchical data streams using window-weighted Gaussian probabilities
err2024-02-01
err1
PREAI
errTieppo, Eduardo; Nievola, Julio Cesar; Barddal, Jean Paul
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Incremental density-based ensemble clustering over evolving data streams
err2016-05-01
err50
PREAI
errKhan, Imran; Huang, Joshua Z.; Ivanov, Kamen
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CETra: online cluster tracking for clustering of streaming data sources
err
IF0
err2024-11-02
err0
PREAI
errAfonso Matheus Sousa Lima; Elaine Parros Machado de Sousa
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ISBFK-means: A new clustering algorithm based on influence space
err2022-09-01
err14
PREAI
errYang, Yuqing; Cai, Jianghui; Yang, Haifeng; Li, Yating; Zhao, Xujun
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Online Clustering of Evolving Data Streams Using a Density Grid-Based Method
err2020-01-01
err36
errOAAI
errTareq, Mustafa; Sundararajan, Elankovan A.; Mohd, Masnizah; Sani, Nor Samsiah
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