Multiple Kernel Clustering With Global and Local Structure Alignment

Multiple Kernel Clustering With Global and Local Structure Alignment

Multiple kernel clustering (MKC) based on global structure alignment (GSA) has unified many existing MKC algorithms, and shown outstanding clustering performance. However, we observe that most of existing GSA-based MKC algorithms only maximally align global structure of data with an ideal similarity...

Full description

Bibliographic Details
Main Authors: Chuanli Wang, En Zhu, Xinwang Liu, Long Gao, Jianping Yin, Ning Hu
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Multiple kernel clustering
global structure
local geometrical structure
kernel alignment
Online Access:https://ieeexplore.ieee.org/document/8555541/

Internet

https://ieeexplore.ieee.org/document/8555541/

Similar Items