JOURNAL ARTICLE

Low-rank nonnegative matrix factorization on Stiefel manifold

Ping HeXiaohua XuJie DingBaichuan Fan

Year: 2019 Journal:   Information Sciences Vol: 514 Pages: 131-148   Publisher: Elsevier BV
Keywords:
Stiefel manifold Mathematics Non-negative matrix factorization Low-rank approximation Matrix decomposition Rank (graph theory) Algorithm Matrix completion Matrix (chemical analysis) Identity matrix Robustness (evolution) Mathematical optimization Combinatorics Eigenvalues and eigenvectors Gaussian Hankel matrix Pure mathematics

Metrics

37
Cited By
1.82
FWCI (Field Weighted Citation Impact)
83
Refs
0.88
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
Sparse and Compressive Sensing Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Remote-Sensing Image Classification
Physical Sciences →  Engineering →  Media Technology

Related Documents

JOURNAL ARTICLE

Variational Bayesian Orthogonal Nonnegative Matrix Factorization Over the Stiefel Manifold

Abderrahmane RahicheMohamed Cheriet

Journal:   IEEE Transactions on Image Processing Year: 2022 Vol: 31 Pages: 5543-5558
JOURNAL ARTICLE

Manifold Peaks Nonnegative Matrix Factorization

Xiaohua XuPing He

Journal:   IEEE Transactions on Neural Networks and Learning Systems Year: 2022 Vol: 35 (5)Pages: 6850-6862
JOURNAL ARTICLE

Robust Manifold Nonnegative Matrix Factorization

Jin HuangFeiping NieHeng HuangChris Ding

Journal:   ACM Transactions on Knowledge Discovery from Data Year: 2014 Vol: 8 (3)Pages: 1-21
JOURNAL ARTICLE

Low-Rank and Relaxed-Nonnegative Attack on Nonnegative Matrix Factorization

Yichun QiuChao LiGuoxu ZhouQibin ZhaoShengli Xie

Journal:   IEEE Internet of Things Journal Year: 2025 Pages: 1-1
© 2026 ScienceGate Book Chapters — All rights reserved.