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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Bibliográfalaš dieđut
Váldodahkkit: Chen, Lihui, Wang, Yangtao, Mei, Jian-Ping
Eará dahkkit: School of Electrical and Electronic Engineering
Materiálatiipa: Conference Paper
Giella:English
Almmustuhtton: 2015
Fáttát:
Liŋkkat:https://hdl.handle.net/10356/104522
http://hdl.handle.net/10220/25889