Stochastic gradient descent based fuzzy clustering for large data

• المؤلفون الرئيسيون: Chen, Lihui, Wang, Yangtao, Mei, Jian-Ping
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2015
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/104522; http://hdl.handle.net/10220/25889
• المؤسسة: Nanyang Technological University

Data is growing at an unprecedented rate in commercial and scientific areas. Clustering algorithms for large data which require small memory consumption and scalability become increasingly important under this circumstance. In this paper, we propose a new clustering approach called stochastic gradie...