Robust nonnegative matrix factorization with local coordinate constraint for image clustering

• Main Authors: Peng, Siyuan, Ser, Wee, Chen, Badong, Sun, Lei, Lin, Zhiping
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies; Nonnegative Matrix Factorization; Correntropy
• Online Access: https://hdl.handle.net/10356/149879
• Institution: Nanyang Technological University

Nonnegative matrix factorization (NMF) has attracted increasing attention in data mining and machine learning. However, existing NMF methods have some limitations. For example, some NMF methods seriously suffer from noisy data contaminated by outliers, or fail to preserve the geometric information o...