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Deep multi-view clustering algorithm with integrated auto-encoder and non-negative matrix factorization

delete2026-01-07
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PRE
AI
王德贤 封面图
王德贤 (Dexian Wang)
S
Sha Yang
P
Ping Deng
Z
Zheng Yu
Q
Qiaofeng Wu
W
Wei Huang
P
Pengfei Zhang *
丁卫平 封面图
丁卫平 (Weiping Ding) *
DOI：10.1016/j.asoc.2025.114552delete
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摘要

摘要

En 中文
• 基于自编码器和NMF提出了一种多视图聚类算法DMCAN。 • DMCAN网络无需反向传播。 • DMCAN算法具有良好的可解释性，并且能够快速收敛。 • DMCAN可以在大规模多视图数据集上实现良好的聚类结果。

期刊

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

机构

F
Fuzhou University
学者数:
2.0K
论文数: 605
被引数: 3.4W
X
Xihua University
学者数:
6.2K
论文数: 3.6K
被引数: 4.1K
C
Chengdu University of Traditional Chinese Medicine
学者数:
1.1W
论文数: 5.2K
被引数: 8.4K
N
Nantong University
学者数:
1.9W
论文数: 1.1W
被引数: 2.0W
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