Rough-Fuzzy Clustering Based on Two-Stage Three-Way Approximations

A general framework of rough-fuzzy clustering based on two-stage three-way approximations is presented in this paper. The proposed framework can deal with the uncertainties caused by the membership degree distributions of patterns. In the first stage (macro aspect), three-way approximations with res...

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Bibliographic Details
Main Authors: Jie Zhou, Zhihui Lai, Can Gao, Xiaodong Yue, Waikeung Wong
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8355900/