Stochastic gradient descent based fuzzy clustering for large data

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...

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Bibliographic Details
Main Authors: Chen, Lihui, Wang, Yangtao, Mei, Jian-Ping
Other Authors: School of Electrical and Electronic Engineering
Format: Conference Paper
Language:English
Published: 2015
Subjects:
Online Access:https://hdl.handle.net/10356/104522
http://hdl.handle.net/10220/25889