• DocumentCode
    3724270
  • Title

    Two Support Vector Machine Regression Models for Quality Variation Prediction

  • Author

    Jianghui Zeng;Shuofang Zheng;Bangjun Wang

  • Author_Institution
    Oper. Manage. Center, China AeroPolytechnology Establ., Beijing, China
  • fYear
    2015
  • Firstpage
    140
  • Lastpage
    143
  • Abstract
    In this paper, two support vector machine regression models for quality variation were put forward. Through two quality variation prediction cases, based on mean square error and relative error rate of the training and test result, the method of the support vector machine regression and neural networks was analyzed, and effectiveness of the two models was verified.
  • Keywords
    "Support vector machines","Predictive models","Artificial neural networks","Data structures","Data models","Manufacturing"
  • Publisher
    ieee
  • Conference_Titel
    Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration (ICIICII), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/ICIICII.2015.118
  • Filename
    7373806
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3724270