FCM-RDpA: TSK fuzzy regression model construction using fuzzy C-means clustering, regularization, droprule, and powerball adabelief

DOI10.1016/j.ins.2021.05.084arXiv2012.00060OpenAlexW3168822248MaRDI QIDQ6087317

Fei-Yue Wang, Chenfeng Guo, Yuqi Cui, Dongrui Wu, Zhenhua Shi, Changming Zhao

Publication date: 11 December 2023

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2012.00060

zbMATH Keywords

fuzzy c-means clusteringTSK fuzzy systemdroprulemini-batch gradient descentPowerball AdaBelief

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Principal component analysis.
• Fuzzy identification of systems and its applications to modeling and control
• Uncertain Rule-Based Fuzzy Systems
• A Stochastic Approximation Method

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