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L-SVM: A radius-margin-based SVM algorithm with LogDet regularization

  • Published:2018-07 Issue: Volume:102 Page:113-125
  • ISSN:0957-4174
  • Container-title:Expert Systems with Applications
  • language:en
  • Short-container-title:Expert Systems with Applications

Author:

DU Jia-Zhi,LU Wei-GangORCID,WU Xiao-He,DONG Jun-Yu,ZUO Wang-Meng

Funder

MOE

Project of Humanities and Social Sciences

Fundamental Research Funds for the Central Universities

Shandong Provincial Natural Science Foundation, China

the National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference35 articles.

1. Identification of EMG signals using discriminant analysis and SVM classifier;Alkan;Expert Systems with Applications,2012

2. Convex optimization;Boyd,2004

3. SVM practical industrial application for mechanical faults diagnostic;Baccarini;Expert Systems with Applications,2011

4. Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers;Cawley;Pattern Recognition,2003

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