Robust capped L1-norm projection twin support vector machine

DOI10.3934/jimo.2022195OpenAlexW4312983732MaRDI QIDQ2691483

Linxi Yang, Guoquan Li, Yan Wang

Publication date: 29 March 2023

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

Full work available at URL: https://doi.org/10.3934/jimo.2022195

zbMATH Keywords

outliersrobustnesscapped L1-normPTSVM

Mathematics Subject Classification ID

Nonconvex programming, global optimization (90C26) Numerical optimization and variational techniques (65K10) Optimality conditions and duality in mathematical programming (90C46)

Uses Software

• UCI-ml
• JStatCom
• KEEL

Cites Work

• Unnamed Item
• Robust twin support vector machine for pattern classification
• Improve robustness of sparse PCA by \(L_{1}\)-norm maximization
• \(L_{1}\)-norm loss based twin support vector machine for data recognition
• Support-vector networks
• Weighted twin support vector machines with local information and its application
• D.C. programming for sparse proximal support vector machines
• Robust capped L1-norm twin support vector machine
• Recursive projection twin support vector machine via within-class variance minimization
• Robust L1-norm non-parallel proximal support vector machine

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