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Information entropy based sample reduction for support vector data description

  • Published:2018-10 Issue: Volume:71 Page:1153-1160
  • ISSN:1568-4946
  • Container-title:Applied Soft Computing
  • language:en
  • Short-container-title:Applied Soft Computing

Author:

Li DongDong,Wang ZheORCID,Cao Chenjie,Liu Yu

Funder

Natural Science Foundations of China

Shanghai Education Development Foundation

Shanghai Municipal Education Commission

Action Plan for Innovation on Science and Technology

Publisher

Elsevier BV

Subject

Software

Reference26 articles.

1. One-Class Classification (Ph.D. thesis);Tax,2001

2. Novelty detection using extreme value statistics;Roberts;IEE Proc. Vis. Image Signal Process.,1999

3. On estimation of a probability density function and mode;Parzen;Ann. Math. Stat.,1962

4. Modular ensembles for one-class classification based on density analysis;Liu;Neurocomputing,2016

5. Clustering-based ensembles for one-class classification;Krawczyk;Inf. Sci.,2014

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