Fuzzy Granular Hyperplane Classifiers

Granular computing has advantage of knowledge discovery for complex data. In the paper, we present Fuzzy Granular Hyperplane Classifiers (FGHCs) for data classification from a new angle of Granular Computing. First, we introduce a fuzzy granular hyperplane concept by defining fuzzy granule, fuzzy gr...

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Bibliographic Details
Main Authors: Wei Li, Zhongnan Wei, Yumin Chen, Chao Tang, Yuping Song
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9119075/