Distance-based margin support vector machine for classification

DOI10.1016/j.amc.2016.02.024zbMath1410.62104OpenAlexW2297459493MaRDI QIDQ1733409

Chao-Ton Su, Yan-Cheng Chen

Publication date: 21 March 2019

Published in: Applied Mathematics and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.amc.2016.02.024

zbMATH Keywords

classificationsupport vector machineclass imbalanceclass overlapping

Mathematics Subject Classification ID

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

Uses Software

• SMOTE

Cites Work

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• Handwritten digit recognition: Benchmarking of state-of-the-art techniques.
• Robust classification and regression using support vector machines
• Robust support vector machines for classification and computational issues

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