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A new and informative active learning approach for support vector machine

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Publication:508705
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DOI10.1016/j.ins.2013.05.010zbMath1355.68226OpenAlexW2022652270MaRDI QIDQ508705

Lisha Hu, Shu-Xia Lu, Xi-Zhao Wang

Publication date: 8 February 2017

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

Full work available at URL: https://doi.org/10.1016/j.ins.2013.05.010


zbMATH Keywords

diversityactive learningsupport vector machinerelevance feedback


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)


Related Items (2)

An analysis on the relationship between uncertainty and misclassification rate of classifiers ⋮ Active learning Bayesian support vector regression model for global approximation


Uses Software

  • UCI-ml
  • LIBSVM


Cites Work

  • Unnamed Item
  • Unnamed Item
  • Support vector machine active learning for 3D model retrieval
  • SVM-based active feedback in image retrieval using clustering and unlabeled data
  • Active learning with adaptive regularization
  • A naive relevance feedback model for content-based image retrieval using multiple similarity measures
  • 10.1162/153244302760185243
  • Active Learning


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