Stochastic gradient descent based fuzzy clustering for large data

• Main Authors: Chen, Lihui, Wang, Yangtao, Mei, Jian-Ping
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2015
• 主題: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems
• 在線閱讀: https://hdl.handle.net/10356/104522; http://hdl.handle.net/10220/25889

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...