An active learning-based SVM multi-class classification model

DOI10.1016/J.PATCOG.2014.12.009zbMath1374.68379OpenAlexW2128733372MaRDI QIDQ1677844

Wenjian Wang, Husheng Guo

Publication date: 13 November 2017

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2014.12.009

zbMATH Keywords

active learningsupport vector machinemulti-class classification with unknown categories

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

Active learning using transductive sparse Bayesian regression

Uses Software

• UCI-ml
• MSVMpack

Cites Work

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• A novel framework for multi-class classification via ternary smooth support vector machine
• On reoptimizing multi-class classifiers
• Selective sampling using the query by committee algorithm
• Active learning with adaptive regularization
• Two faces of active learning
• 10.1162/153244302760185243

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