Local kernels based graph learning for multiple kernel clustering

• Published in: Pattern recognition Vol. 150; p. 110300
• Main Authors: Liu, Zheng, Huang, Shiluo, Jin, Wei, Mu, Ying
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.06.2024
• Subjects: Clustering; Graph; Kernel; Multiple kernel learning; Multiple kernel learning; Graph; Clustering; Kernel

Multiple kernel clustering (MKC) has been extensively studied in recent years. The focus of MKC is how to explore the information of base kernels. Although existing methods have promising leaning abilities, they ignore the intrinsic local structure contained in base kernels, which may negatively aff...