References
- Bersimis , S. , Psarakis , S. and Panaretos , J. 2007 . Multivariate Statistical Process Control Charts: An Overview . Quality and Reliability Engineering International , 23 ( 5 ) : 517 – 543 .
- Crosier , R. B. 1988 . Multivariate Generalizations of Cumulative Sum Quality-Control Schemes . Technometrics , 30 ( 3 ) : 291 – 303 .
- Djauhari , M. A. 2005 . Improved Monitoring of Multivariate Process Variability . Journal of Quality Technology , 37 ( 1 ) : 32 – 39 .
- Fuchs , C. and Benjamini , Y. 1994 . Multivariate Profile Charts for Statistical Process Control . Technometrics , 36 ( 2 ) : 182 – 195 .
- Guh , R.-S. 2005 . A Hybrid Learning-Based Model for On-Line Detection and Analysis of Control Chart Patterns . Computers & Industrial Engineering , 49 ( 1 ) : 35 – 62 .
- Guh , R.-S. 2007 . On-Line Identification and Quantification of Mean Shifts in Bivariate Processes Using a Neural Network-Based Approach . Quality and Reliability Engineering International , 23 : 367 – 385 .
- Guh , R.-S. and Shiue , Y.-R. 2005 . On-Line Identification of Control Chart Patterns Using Self-Organizing Approaches . International Journal of Production Research , 43 ( 6 ) : 1225 – 1254 .
- Guh , R.-S. and Shiue , Y.-R. 2008 . An Effective Application of Decision Tree Learning for On-Line Detection of Mean Shifts in Multivariate Control Charts . Computers & Industrial Engineering , 55 ( 2 ) : 475 – 493 .
- Hawkins , D. M. , Choi , S. W. and Lee , S. H. 2007 . A General Multivariate Exponentially Weighted Moving-Average Control Chart . Journal of Quality Technology , 39 ( 2 ) : 118 – 125 .
- Higham, N. 2002. Accuracy and Stability of Numerical Algorithms, 2nd ed. Philadelphia: SIAM.
- Hotelling, H. H. 1947. Multivariate Quality Control in Techniques of Statistical Analysis, edited by, C. Eisenhart, M. W. Hastay, and Wallis, New York, NY: McGraw-Hill Professional.
- Hou , T. H. , Liu , W.-lin and Lin , L. 2003 . Intelligent Remote Monitoring and Diagnosis of Manufacturing Processes Using an Integrated Approach of Neural Networks and Rough Sets . Journal of Intelligent Manufacturing , 14 ( 2 ) : 239 – 253 .
- Jackson , J. E. 1985 . Multivariate Quality Control . Communications in Statistics-Theory and Methods , 110 ( 14 ) : 2657 – 2688 .
- Jackson , J. E. 1991 . A User’s Guide to Principal Component , New York , NY : Wiley .
- Jin , N. and Zhou , S. 2006 . Data-Driven Variation Source Identification for Manufacturing Process Using the Eigenspace Comparison Method . Naval Research Logistics , 53 : 383 – 396 .
- Kramer , H. and Schmid , L. V. 1997 . EWMA Charts for Multivariate Time Series . Sequential Analysis , 16 : 131 – 154 .
- Lee , J. M. , Yoo , C. K. and Lee , I. B. 2004 . Fault Detection of Batch Processes Using Multiway Kernel Principal Component Analysis . Computers & Chemical Engineering , 28 ( 9 ) : 1837 – 1847 .
- Li , T. , Zhang , C. and Ogihara , M. 2004 . A Comparative Study of Feature Selection and Multiclass Classification Methods for Tissue Classification Based on Gene Expression . Bioinformatics , 20 ( 15 ) : 2429 – 2437 .
- Lowry , C. A. , Woodall , W. H. , Champ , C. W. and Rigdon , S. E. 1992 . A Multivariate Exponentially Weighted Moving Average Control Chart . Technometrics , 34 ( 1 ) : 46 – 53 .
- Mason , R. L. , Tracy , N. D. and Young , J. C. 1995 . Decomposition of it’s T2 for Multivariate Control Chart Interpretation . Journal of Quality Technology , 27 ( 2 ) : 99 – 108 .
- Mason , R. L. , Tracy , N. D. and Young , J. C. 1997 . A Practical Approach for Interpreting Multivariate T2 Control Chart Signals . Journal of Quality Technology , 29 ( 4 ) : 396 – 406 .
- Montgomery , D. C. 2007 . Introduction to Statistical Quality Control , New Jersey , NJ : John Wiley & Sons .
- Niaki , S. T. A. , Taghi , S. , Niaki , A. and Abbasi , B. 2005 . Fault Diagnosis in Multivariate Control Charts Using Artificial Neural Networks . Quality and Reliability Engineering International , 21 ( 8 ) : 825 – 840 .
- Nomikos , P. and MacGregor , J. F. 1994 . Monitoring Batch Processes Using Multiway Principal Component Analysis . American Institute of Chemical Engineers Journal , 40 ( 8 ) : 1361 – 1375 .
- Pignatiello , J. J. J. and Runger , G. C. 1990 . Comparisons of Multivariate CUSUM Charts . Journal of Quality Technology , 22 ( 3 ) : 173 – 186 .
- Praphu , S. S. and Runger , G. C. 1997 . Designing a Multivariate EWMA Control Chart . Journal of Quality Technology , 29 ( 1 ) : 8 – 15 .
- Quinlan , J. 1986 . Induction of Decision Trees . Machine Learning , 1 ( 1 ) : 81 – 106 .
- Quinlan , J. 1987 . Simplifying Decision Trees . International Journal of Man-Machine Studies , 27 ( 3 ) : 221 – 234 .
- Quinlan , J. R. 1996 . Improved Use of Continuous Attributes in C4.5 . Journal of Artificial Intelligence , 4 : 463 – 482 .
- Reynolds , J. , Marion , R. and Kim , K. 2005 . Multivariate Monitoring of the Process Mean Vector with Sequential Sampling . Journal of Quality Technology , 37 ( 2 ) : 149 – 162 .
- RuleQuest, R. P. L. 2009. Is See5/C5.0 better than C4.5?[online]. Available from: http://www.rulequest.com/see5-comparison.html [Accessed date: 13/2/2012].
- Runger , G. C. and Testik , M. C. 2004 . Multivariate Extensions to Cumulative Sum Control Charts . Quality and Reliability Engineering International , 20 : 587 – 606 .
- Sullivan , J. H. , Stoumbos , Z. G. , Mason , R. L. and Young , J. C. 2007 . Step-Down Analysis for Changes in the Covariance Matrix and Other Parameters . Journal of Quality Technology , 39 ( 1 ) : 66 – 84 .
- Warner , B. and Misra , M. 1996 . Understanding Neural Networks as Statistical Tools . The American Statistician , 50 ( 4 ) : 284 – 293 .
- Woodall , W. H. and Ncube , M. M. 1985 . Multivariate CUSUM Quality-Control Procedures . Technometrics , 27 ( 3 ) : 285 – 292 .
- Yang , K. and Trewn , J. 2004 . Multivariate Statistical Methods in Quality Management , New York , NY : McGraw-Hill Professional .
- Yu , J. B. and Xi , L. F. 2009 . A Neural Network Ensemble-Based Model for On-Line Monitoring and Diagnosis of Out-of-Control Signals in Multivariate Manufacturing Processes . Expert Systems with Applications , 36 ( 1 ) : 909 – 921 .
- Yu , J. B. , Xi , L. F. and Zhou , X. 2008 . Intelligent Monitoring and Diagnosis of Manufacturing Processes Using an Integrated Approach of KBANN and GA . Computers in Industry , 59 ( 5 ) : 489 – 501 .
- Zorriassatine , F. and Tannock , J. 1998 . A Review of Neural Networks for Statistical Process Control . Journal of Intelligent Manufacturing , 9 ( 3 ) : 209 – 224 .
- Zou , C. L. and Tsung , F. G. 2008 . Directional MEWMA Schemes for Multistage Process Monitoring and Diagnosis . Journal of Quality Technology , 40 ( 4 ) : 407 – 427 .