Top-\(k\) multi-class SVM using multiple features

DOI10.1016/J.INS.2017.08.004zbMath1436.68317OpenAlexW2739634393MaRDI QIDQ781933

Huan Liu, Caixia Yan, Zhi-Hui Li, Minnan Luo, Qing Hua Zheng

Publication date: 20 July 2020

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

Full work available at URL: https://doi.org/10.1016/j.ins.2017.08.004

zbMATH Keywords

multi-class visual classificationmultiple feature learningtop-\(k\) SVM

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• LIBSVM
• SimpleMKL
• NUS-WIDE
• WSABIE

Cites Work

• Variable fixing algorithms for the continuous quadratic Knapsack problem
• 10.1162/15324430260185628
• Accelerated proximal stochastic dual coordinate ascent for regularized loss minimization
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