Robust anchor-based multi-view clustering via spectral embedded concept factorization

• Main Authors: Yang, Ben, Wu, Jinghan, Zhang, Xuetao, Lin, Zhiping, Nie, Feiping, Chen, Badong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Multi-View Clustering; Concept Factorization
• Online Access: https://hdl.handle.net/10356/172859
• Institution: Nanyang Technological University

Multi-view clustering (MVC) often provides superior effectiveness to single-view clustering due to the integration of information from diverse views. Nonetheless, existing MVC methods are limited to large-scale real-world data by the drawbacks of low efficiency and poor robustness. To address these...