Improved large margin classifier via bounding hyperellipsoid

DOI10.1016/J.INS.2023.119597MaRDI QIDQ6052692

Yajun Du, Shi-Tong Wang, Xiaoming Wang, Zengxi Huang

Publication date: 22 September 2023

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

zbMATH Keywords

support vector machinestructural risk minimizationfeature transformationradius-margin bound

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Cites Work

• Support vector data description
• On minimum class locality preserving variance support vector machine
• Radius Margin Bounds for Support Vector Machines with the RBF Kernel
• Choosing multiple parameters for support vector machines
• Dissipativity-based finite-time asynchronous output feedback control for wind turbine system via a hidden Markov model
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