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題名:應用支援向量機於相關性製程監控階梯式干擾
書刊名:數據分析
作者:李天行邱群穎呂奇傑 引用關係
作者(外文):Lee, Tian-shyugChiou, Chiun-yingLu, Chi-jie
出版日期:2016
卷期:11:4
頁次:頁1-20
主題關鍵詞:統計製程管制支援向量機相關性製程階梯式干擾Statistics process controlSupport vector machineAutocorrelated processStep-change disturbance
原始連結:連回原系統網址new window
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  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:0
  • 點閱點閱:4
期刊論文
1.Chiu, C. C.、Chen, M. K.、Lee, K. M.(2001)。Shifts recognition in correlated process data using a neural network。International Journal of Systems Science,32(2),137-143。  new window
2.Wang, T. Y.、Chen, L. H.(2002)。Mean shifts detection and classification in multivariate process: a neural-fuzzy approach。Journal of Intelligent Manufacturing,13(3),211-221。  new window
3.Montgomery, D. C.、Keats, J. B.、Runger, G. C.、Messina, W. S.(1994)。Integrating statistical process control and engineering process control。Journal of Quality Technology,26,79-87。  new window
4.Shin, K.-S.、Lee, T. S.、Kim, H.-J.(2005)。An Application of Support Vector Machines in Bankruptcy Prediction Model。Expert Systems with Applications,28(1),127-135。  new window
5.Chinnam, R. B.(2002)。Support vector machines for recognizing shifts in correlated and other manufacturing processes。International Journal of Production Research,40(17),4449-4466。  new window
6.Burbidge, R.、Trotter, M.、Buxton, B.、Holden, S.(2001)。Drug design by machines learning: support vector machines for pharmaceutical data analysis。Computer & Chemistry,26(1),5-14。  new window
7.Tseng, S.、Adams, B. M.(1994)。Monitoring Autocorrelated Processes with an Exponentially Weighted Moving Average Forecast。Journal of Statistical Computation and Simulation,50,187-195。  new window
8.Runger, G. C.、Willemain, T. R.、Prabhu, S.(1995)。Average Run Lengths for CUSUM Control Charts Applied to Residuals。Communication in Statistics--theory and Methods,24(1),273-282。  new window
9.Lu, C. W.、Reynolds, M. R. Jr.(2001)。CUSUM Charts for Monitoring an Autocorrelated Processes。Journal of Quality Technology,33,316-334。  new window
10.Kano, ‪Manabu、Tanaka, S.、Hasebe, S.、Hashimoto, I.、Ohno, H.(2003)。Monitoring Independent Components for Fault Detection。AIChE Journal,49,969-976。  new window
11.Faltin, F. W.、Mastrangelo, C. M.、Runger, G. C.、Ryan, T. P.(1997)。Considerations in the Monitoring of Autocorrelated and Independent Data。Journal of Quality Technology,29(2),131-133。  new window
12.Lu, Chao-Wen、Reynolds, Marion R. Jr.(1999)。EWMA Control Charts for Monitoring the Mean of Autocorrelated Processes。Journal of Quality Technology,31(2),166-188。  new window
13.Adams, B. M.、Tseng, L. T.(1998)。Robustness of Forecast-based Monitoring Schemes。Journal of Quality Technology,30(4),328-329。  new window
14.Jiang, W.、Tsui, K. L.、Woodall, W. H.(2000)。A New SPC Monitoring Method: the ARMA Chart。Technometrics,42,399-410。  new window
15.Montgomery, D. C.、Mastrangelo, C. M.(1991)。Some Statistical Process Control for Autocorrelation Data。Journal of Quality Technology,23,179-193。  new window
16.Zhang, N. F.(1998)。A Statistical Control Chart for Stationary Process Data。Technometrics,40(1),24-38。  new window
17.Cook, D. F.、Chiu, C. C.(1998)。Using Radial Basis Function Neural Networks to Recognize Shifts in Correlated Manufacturing Process Parameters。IIE Transactions,30(8),227-234。  new window
18.Cheng, C. S.、Tzeng, C. A.(1994)。A neural network approach for detecting shifts in the process mean and variability。Journal of Chinese Institute of Industrial Engineers,11(2),67-75。  new window
19.Pugh, G. A.(1989)。Synthetic neural networks for process control。Computers and Industrial Engineering,17,24-26。  new window
20.Harris, T. J.、Ross, W. H.(1991)。Statistical process control procedures for correlated observations。The Canadian Journal of Chemical Engineering,69,48-57。  new window
21.Alwan, L. C.、Roberts, H. V.(1988)。Time-series modeling for statistical process control。Journal of Business and Economic Statistics,6(1),87-95。  new window
22.Chung, H. M.、Gray, Paul(1999)。Special Section: Data Mining。Journal of Management Information Systems,16(1),11-16。  new window
23.Vapnik, V. N.、Golowich, S.、Smola, A. J.(1997)。Support Vector Method for Function Approximation, Regression Estimation, and Signal Processing。Advances in Neural Information Processing Systems,9,281-287。  new window
24.Kim, K. I.、Jung, K.、Park, S. H.、Kim, H. J.(2002)。Support vector machines for texture classification。IEEE Transactions on Pattern Analysis and Machine Intelligence,24(11),1542-1550。  new window
25.Cherkassky, V.、Ma, Y.(2004)。Practical selection of SVM parameters and noise estimation for SVM regression。Neural networks,17(1),113-126。  new window
26.Lee, T.-S.、Chen, I.-F.(2005)。A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines。Expert Systems with Applications,28(4),743-752。  new window
27.Lee, Tian-Shyug、Chiu, Chih-Chou、Lu, Chi-Jie、Chen, I-Fei(2002)。Credit Scoring Using the Hybrid Neural Discriminant Technique。Expert Systems with Applications,23(3),245-254。  new window
28.Norinder, U.(2003)。Support vector machine models in drug design: applications to drug transport processes and QSAR using simplex optimisations and variable selection。Neurocomputing,55,337-346。  new window
29.Hwarng, H. B.(2004)。Detecting process mean shift in the presence of autocorrelation: A neural network based monitoring scheme。International Journal of Production Research,42(3),573-595。  new window
30.Mitra, S.、Chen, W. W.、Xu, Y. H.(1999)。Application of microtrap-GC for continuous monitoring of organic emissions from a catalytic incinerator。Journal of Microcolumn Separations,11,239-245。  new window
31.Cortes, Corinna、Vapnik, Vladimir N.(1995)。Support-Vector Networks。Machine Learning,20(3),273-297。  new window
32.English, J. R.、Lee, S. C.、Martin, T. W.、Tilmon, C.(2000)。Detecting Changes in Autoregressive Processes with X-bar and EWMA Charts。IIE Transactions,32(12),1103-1113。  new window
圖書
1.Box, G. E. P.、Jenkins, G. M.、Reinsel, G. C.(1994)。Time Series Analysis: Forecasting and Control。Prentice-Hall, Inc.。  new window
2.Montgomery, Douglas C.(2001)。Introduction to Statistical Quality Control。New York:John Wiley & Sons。  new window
單篇論文
1.Hsu, C.-W.,Chang, C.-C.,Lin, C.-J.(2003)。A practical guide to support vector classification,Taipei:National Taiwan University。,http://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf。  new window
 
 
 
 
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