Improved FCM Algorithm Based on K-Means and Granular Computing

The fuzzy clustering algorithm has been widely used in the research area and production and life. However, the conventional fuzzy algorithms have a disadvantage of high computational complexity. This article proposes an improved fuzzy C-means (FCM) algorithm based on K-means and principle of granula...

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Bibliographic Details
Main Authors: Lu Wei Jia, Yan Zhuang Zhi
Format: Article
Language:English
Published: De Gruyter 2015-06-01
Series:Journal of Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1515/jisys-2014-0119