Centered kernel alignment inspired fuzzy support vector machine

DOI10.1016/j.fss.2019.09.017zbMath1452.68161OpenAlexW2978032253MaRDI QIDQ2219356

Yunzhi Qiu, Jialin Hua, Tinghua Wang

Publication date: 20 January 2021

Published in: Fuzzy Sets and Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.fss.2019.09.017

zbMATH Keywords

classificationfuzzy membershipfuzzy support vector machine (FSVM)centered kernel alignment (CKA)

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items (2)

Possibilistic classification by support vector networks ⋮ A bilateral fuzzy support vector machine hybridizing the Gaussian mixture model

Uses Software

• UCI-ml
• LIBSVM

Cites Work

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• Multiple kernel clustering based on centered kernel alignment
• An efficient Gaussian kernel optimization based on centered kernel polarization criterion
• Fuzzy wavelet extreme learning machine
• Remote sensing image classification based on the optimal support vector machine and modified binary coded ant colony optimization algorithm
• Algorithmic Learning Theory
• Choosing multiple parameters for support vector machines

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