JOURNAL ARTICLE

Graph Regularized Nonnegative Matrix Factorization with Sample Diversity for Image Representation

Changpeng WangXueli SongJiangshe Zhang

Year: 2017 Journal:   Engineering Applications of Artificial Intelligence Vol: 68 Pages: 32-39   Publisher: Elsevier BV
Keywords:
Non-negative matrix factorization Computer science Discriminative model Matrix decomposition Dimensionality reduction Pattern recognition (psychology) Cluster analysis Graph Artificial intelligence Regularization (linguistics) Theoretical computer science Eigenvalues and eigenvectors

Metrics

18
Cited By
1.27
FWCI (Field Weighted Citation Impact)
25
Refs
0.84
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Face and Expression Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Remote-Sensing Image Classification
Physical Sciences →  Engineering →  Media Technology

Related Documents

JOURNAL ARTICLE

Graph Regularized Nonnegative Matrix Factorization for Data Representation

Deng CaiXiaofei HeJiawei HanThomas S. Huang

Journal:   IEEE Transactions on Pattern Analysis and Machine Intelligence Year: 2010 Vol: 33 (8)Pages: 1548-1560
JOURNAL ARTICLE

Adaptive graph regularized nonnegative matrix factorization for data representation

Lin ZhangZhonghua LiuJiexin PuBin Song

Journal:   Applied Intelligence Year: 2019 Vol: 50 (2)Pages: 438-447
JOURNAL ARTICLE

Error Graph Regularized Nonnegative Matrix Factorization for Data Representation

Qiang ZhuMeijun ZhouJunping Liu

Journal:   Neural Processing Letters Year: 2023 Vol: 55 (6)Pages: 7321-7335
JOURNAL ARTICLE

Graph regularized discriminative nonnegative matrix factorization

Zhonghua LiuFa ZhuHao XiongXingchi ChenDanilo PelusiAthanasios V. Vasilakos

Journal:   Engineering Applications of Artificial Intelligence Year: 2024 Vol: 139 Pages: 109629-109629
© 2026 ScienceGate Book Chapters — All rights reserved.