A kernel-free fuzzy support vector machine with universum

DOI10.3934/jimo.2021184OpenAlexW3213898264MaRDI QIDQ2083373

Xin Yan, Hongmiao Zhu

Publication date: 10 October 2022

Published in: Journal of Industrial and Management Optimization (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/jimo.2021184

zbMATH Keywords

classificationnoisefuzzy membershipkernel-freeuniversum

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of mathematical programming (90C90)

Cites Work

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• Support-vector networks
• Twin support vector machine with Universum data
• Least squares projection twin support vector clustering (LSPTSVC)
• Corporate and personal credit scoring via fuzzy non-kernel SVM with fuzzy within-class scatter
• A nonparallel support vector machine for a classification problem with universum learning
• 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

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