Newton's method for nonparallel plane proximal classifier with unity norm hyperplanes

DOI10.1016/J.SIGPRO.2009.05.020zbMath1177.90311OpenAlexW2061809335MaRDI QIDQ1048779

Santanu Ghorai, Anirban Mukherjee, Shaikh Jahangir Hossain, Pranab Kumar Dutta

Publication date: 8 January 2010

Published in: Signal Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.sigpro.2009.05.020

zbMATH Keywords

classificationNewton's methodsupport vector machinesnonparallel planeproximal classifier

Mathematics Subject Classification ID

Numerical mathematical programming methods (65K05) Semidefinite programming (90C22) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

Related Items (3)

A \(\nu \)-twin support vector machine (\(\nu \)-TSVM) classifier and its geometric algorithms ⋮ \(L_{1}\)-norm loss based twin support vector machine for data recognition ⋮ TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition

Uses Software

• Matlab
• UCI-ml
• LS-SVMlab
• NPPC
• RSVM
• SVM Toolbox

Cites Work

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• Nonparallel plane proximal classifier
• \(k\)-plane clustering
• Fast algorithms for designing variable FIR notch filters
• Fuzzy Twin Support Vector Machines for Pattern Classification
• Multicategory proximal support vector machine classifiers
• SSVM: A smooth support vector machine for classification

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