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International Journal of Production Research Volume 41, 2003 - Issue 13
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Original Articles

A kernel-distance-based multivariate control chart using support vector methods

Ruixiang Sun Department of Industrial Engineering and Engineering Management, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong
&
Fugee Tsung Department of Industrial Engineering and Engineering Management, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong
Pages 2975-2989 | Published online: 14 Nov 2010

  • CORTES , C. and VAPNIK , V. 1995 . Support vector networks . Machine Learning , 20 : 273 – 297 .
  • CHAKRABORTI , S. , VAN DER LAAN , P. and BAKIR , S. T. 2001 . Nonparametric control charts: an overview and some results . Journal of Quality Technology , 3 : 304 – 315 .
  • LOWRY , C. A. and MONTGOMERY , D. C. 1995 . A review of multivariate control charts . IIE Transactions , 27 : 800 – 810 .
  • MACGREGOR , J. F. and KOURTI , T. 1995 . Statistical process control of multivariate processes . Control Engineering Practise , 3 : 403 – 414 .
  • MONTGOMERY , D. C. 2001 . Introduction to Statistical Quality Control, , 4th edn , New York : Wiley .
  • MURPHY , B. J. 1987 . Selecting out of control variables with the T multivariate quality control procedure . The Statistician , 36 : 571 – 583 .
  • POLANSKY , A. M. 2001 . A smooth nonparametric approach to multivariate process capability . Technometrics , 43 : 199 – 211 .
  • RAICH , A. and CINAR , A. 1996 . Statistical process monitoring and disturbance diagnosis in multivariate continuous processes . AIChE Journal , 42 : 995 – 1009 .
  • SCHILLING , E. G. and NELSON , P. R. 1976 . The effect of non-normality on the control limits of X charts . Journal of Quality Technology , 8 : 183 – 188 .
  • SCHÖLKOPF , B. , MIKA , S. , BURGES , C. J. C. , KNIRSCH , P. , MULLER , K.-R. , RATSCH , G. and SMOLA , A. J. 1999 . Input space versus feature space in kernel-based methods . IEEE Transactions on Neural Networks , 10 : 1000 – 1017 .
  • SUN , R. X. 2000 . “ Evolutionary computation and intelligent diagnosis ” . China : Xi'an Jiaotong University, PR . PhD dissertation,
  • TAX , D. M. J. , YPMA , A. and DUIN , R. P. W. Pump failure detection using support vector data description . Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis . Amsterdam, Netherlands. pp. 415 – 425 .
  • TAX , D. M. J. , YPMA , A. and DUIN , R. P. W. Support vector data description applied to machine vibration analysis . Proceedings of the Fifth Annual Conference of the Advanced School for Computing and Imaging . Heijen, Netherlands. pp. 398 – 405 .
  • VAPNIK , V. 1995 . The Nature of Statistical Learning Theory , New York : Springer .
  • VAPNIK , V. 1998 . “ Three remarks on the support vector method of function estimation ” . In Advances in Kernel Methods: Support Vector Learning , Edited by: Schölkopf , B. , Surges , C. J. C. and Smola , A. J. Cambridge : MIT Press .

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