研究论文

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

Di Wang, Sha Yang, Ping Deng, Zheng Yu, Qiaofeng Wu, Wei Huang, Pengfei Zhang, Weiping Ding

Chengdu University of Traditional Chinese Medicine　Xihua University　Fuzhou University　Nantong University

来源Applied Soft Computing

年份2026

DOI10.1016/j.asoc.2025.114552

原文https://doi.org/10.1016/j.asoc.2025.114552

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逐年被引趋势

210

226

关键指标

被引次数 · OpenAlex

6.70

领域内被引倍数
同类平均 = 1

前 5%

引用位次
同领域 · 同年份 · 同类型

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学术脉络

学科主题

计算机 / AI

Face and Expression Recognition

Domain Adaptation and Few-Shot Learning · Advanced Graph Neural Networks

参考文献 44

Learning the parts of objects by non-negative matrix factorization

Daniel D. Lee, H. Sebastian Seung · Nature · 1999

被引 14,321

Graph dual regularization non-negative matrix factorization for co-clustering

Fanhua Shang, Licheng Jiao, Fei Wang · Pattern Recognition · 2011

被引 320

Sparse nonnegative matrix factorization with ℓ0-constraints

Robert Peharz, Franz Pernkopf · Neurocomputing · 2011

被引 165

此处列出前 3 条

引用本文 2

Adaptive reliability-coupled deep semi-NMF with hierarchical dynamic graphs for multi-view clustering

Chunli Song, Linzhang Lu, Chengbin Zeng · Neurocomputing · 2026

被引 0

A Deep Non-negative Matrix Factorization Algorithm for Acupuncture Omics Data Clustering

Zonglin Li, Lianbo Tao, Qiaofeng Wu · Lecture notes in computer science · 2026