scientific article; zbMATH DE number 7450736

MaRDI QIDQ5018945

Parin Chaipunya, Poom Kumam, Urairat Deepan

Publication date: 27 December 2021

Full work available at URL: http://thaijmath.in.cmu.ac.th/index.php/thaijmath/article/view/5071

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

noise insensitivityepsilon insensitive lossTwin Parametric Support Vector Machine

Mathematics Subject Classification ID

Statistics (62-XX) Monotone operators and generalizations (47H05) Iterative procedures involving nonlinear operators (47J25) Complementarity and equilibrium problems and variational inequalities (finite dimensions) (aspects of mathematical programming) (90C33) Riemannian, Finsler and other geometric structures on infinite-dimensional manifolds (58B20) Differentiable manifolds, foundations (58A05) Convexity of real functions of several variables, generalizations (26B25)

Cites Work

• Estimating conditional quantiles with the help of the pinball loss
• Optimal kernel selection in twin support vector machines
• Nonparallel plane proximal classifier
• New support vector algorithms with parametric insensitive/margin model
• Support-vector networks
• TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition
• Support Vector Machines
• Fuzzy Twin Support Vector Machines for Pattern Classification
• Multicategory proximal support vector machine classifiers
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