\(\epsilon\)-kernel-free soft quadratic surface support vector regression

DOI10.1016/j.ins.2022.02.012OpenAlexW4212847198MaRDI QIDQ6118642

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Publication date: 28 February 2024

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

Full work available at URL: https://doi.org/10.1016/j.ins.2022.02.012

zbMATH Keywords

quadratic programmingregression problem\(\epsilon\)-quadratic surface support vector regression

Mathematics Subject Classification ID

Numerical optimization and variational techniques (65K10) Quadratic programming (90C20)

Cites Work

• Quadratic kernel-free least squares support vector machine for target diseases classification
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• Clustering via fuzzy one-class quadratic surface support vector machine
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• Support-vector networks
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• Quadratic kernel-free least square twin support vector machine for binary classification problems
• Unsupervised quadratic surface support vector machine with application to credit risk assessment
• Fuzzy quadratic surface support vector machine based on Fisher discriminant analysis
• Soft Quadratic Surface Support Vector Machine for Binary Classification
• A new non-kernel quadratic surface approach for imbalanced data classification in online credit scoring
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