Paper Title:
Support Vector Data Description Based Multivariate Cumulative Sum Control Chart
  Abstract

A SVDD (Support Vector Data Description) based MCUSUM (Multivariate Cumulative Sum) chart is proposed and referred as S-MCUSUM chart, which has an advantage of distribution free. Numerical experiments on the performance of the S-MCUSUM chart is compared to the COT (Cumulative of T) chart. The results show that the COT chart is somewhat better than the S-MCUSUM chart for multivariate normally distributed data. However, the S-MCUSUM chart is much better than the COT chart for banana-shaped distributed data which is a typical non-normal distribution.

  Info
Periodical
Advanced Materials Research (Volumes 314-316)
Chapter
The Internet of Things
Edited by
Jian Gao
Pages
2482-2485
DOI
10.4028/www.scientific.net/AMR.314-316.2482
Citation
S. G. He, C. Y. Zhang, "Support Vector Data Description Based Multivariate Cumulative Sum Control Chart", Advanced Materials Research, Vols. 314-316, pp. 2482-2485, 2011
Online since
August 2011
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Price
$32.00
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