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題名:整合獨立成份分析與分類迴歸樹在製程干擾辨識上之應用
書刊名:輔仁管理評論
作者:黃馨瑩邱志洲
作者(外文):Huang, Shin-yingChiu, Chih-chou
出版日期:2007
卷期:14:3
頁次:頁121-143
主題關鍵詞:統計製程管制工程製程控制獨立成份分析分類迴歸樹Statistical process controlEngineering process controlIndependent component analysisCART
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(2) 博士論文(1) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:2
  • 共同引用共同引用:0
  • 點閱點閱:27
期刊論文
1.Faltin, F. W.、Hahn, G. J.、Tucker, W. T.、Vander Wiei, S. A.(1993)。Algorithmic statistical process control: some practical observations。International Statistic Reviews,61,67-80。  new window
2.Luceño, A.(1995)。Choosing the EWMA parameter in engineering process control。Journal of Quality Technology,27,162-168。  new window
3.Box, G. E. P.、Kramer, T.(1992)。Statistical process monitoring and feedback adjustment-a discussion。Technometrics,34(3),251-285。  new window
4.Lee, J. M.、Yoo, C. K.、Lee, I. B.(2003)。Statistical process monitoring with multivariate exponentially weighted moving average and independent component analysis。Journal of Chemical Engineering of Japan,36(5),563-577。  new window
5.Shao, Y. Eric(19980100)。Integrated Application of the Cumulative Score Control Chart and Engineering Process Control。Statistica Sinica,8(1),239-252。  new window
6.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
7.Hyvärinen, A.、Oja, E.(2000)。Independent component analysis: algorithms and applications。Neural Networks,13(4/5),411-430。  new window
8.Shao, Y. E.、RUNGER, G. C.、HADDOCK, J.、WALLACE, W. A.(1999)。Adaptive Controllers to Integrate SPC and EPC.Communications in Statistics。Simulation and Computation,28,13-36。  new window
9.Loh, W.、Vanichsetakul, N.(1998)。Tree-structured Classification via Generalized Discriminant Analysis。Journal of the American Statistical Association,83,715-728。  new window
10.Lee, J. M.、Yoo, C.、Lee, I. B.(2004)。Statistical Process Monitoring with Independent Component Analysis。Journal of Process Control,14,467-485。  new window
11.Vigario, R.、Sarela, J.、Jousmaki, V.、Hamalainen, M.、Oja, E.(2000)。Independent Component Approach to the Analysis of EEG and MEG Recordings。IEEE Transactions on Biomedical Engineering,47,589-593。  new window
12.Shao, Y. E.、Chiu, C. C.(1999)。Developing identification techniques with the integrated use of SPC/EPC and neural networks。Quality and Reliability Engineering International,15,287-294。  new window
13.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
14.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
15.Ohmann, C.、Moustakis, V.、Yang, Q.、Lang, K.(1996)。Evaluation of Automatic Knowledge Acquisition Techniques in the Diagnosis of Acute Abdominal Pain - Acute Abdominal Pain Study Group。Artificial Intelligence in Medicine,8(1),23-36。  new window
16.Morgan, J. N.、Sonquest, J. A.(1963)。Problem in the Analysis of Survey Data and a Proposal。Journal of the American Statistical Association,58,415-434。  new window
17.Macgregor, J. F.(1988)。On-line Statistical Process Control。Chemical Engineering Progress,84,21-31。  new window
18.Lu, C. W.、Reynolds, M. R. Jr.(2001)。CUSUM Charts for Monitoring an Autocorrelated Processes。Journal of Quality Technology,33,316-334。  new window
19.Lin, Q. H.、Zheng, Y. R.、Yin, F.、Liang, H. L.(2004)。Speech Segregation Using Constrained ICA。Lecture Notes in Computer Science,3173,755-760。  new window
20.Lee, J. M.、Yoo, C.、Lee, I. B.(2003)。On-line Batch Process Monitoring Using Different Unfolding Method and Independent Component Analysis。Journal of Chemical Engineering of Japan,36,1384-1396。  new window
21.Kim, T. K.、Kim, H.、Hwang, W.、Kittler, J.(2004)。Independent Component Analysis in a Local Facial Residue Space for Face Recognition。Pattern Recognition,37,1873-1885。  new window
22.Kano, ‪Manabu、Tanaka, S.、Hasebe, S.、Hashimoto, I.、Ohno, H.(2003)。Monitoring Independent Components for Fault Detection。AIChE Journal,49,969-976。  new window
23.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
24.Déniz, O.、Castrillón, M.、Hernández, M.(2003)。Face Recognition Using Independent Component Analysis and Support Vector Machines。Pattern Recognition Letters,24(13),2153-2157。  new window
25.Chai, B. B.、Huang, T.、Zhuang, X. H.、Zhao, Y.、Sklansky, J.(1996)。Piecewise Linear Classifiers Using Binary Tree Structure and Genetic Algorithm。Pattern Recognition,29(11),1905-1917。  new window
26.Beckmann, C. F.、Smith, S. M.(2004)。Probabilistic Independent Component Analysis for Functional Magnetic Resonance Imaging。IEEE Transactions on Medical Imaging,23,137-152。  new window
27.Adams, B. M.、Tseng, L. T.(1998)。Robustness of Forecast-based Monitoring Schemes。Journal of Quality Technology,30(4),328-329。  new window
28.Jiang, W.、Tsui, K. L.、Woodall, W. H.(2000)。A New SPC Monitoring Method: the ARMA Chart。Technometrics,42,399-410。  new window
29.Lu, C. W.、Reynolds, M. R. Jr.(1999)。EWMA Control Charts for Monitoring the Mean of Autocorrelated Processes。Journal of Quality Technology,31,166-188。  new window
30.Montgomery, D. C.、Mastrangelo, C. M.(1991)。Some Statistical Process Control for Autocorrelation Data。Journal of Quality Technology,23,179-193。  new window
31.Zhang, N. F.(1998)。A Statistical Control Chart for Stationary Process Data。Technometrics,40(1),24-38。  new window
32.Bartlett, M. S.、Movellan, J. R.、Sejnowski, T. J.(2002)。Face Recognition by Independent Component Analysis。IEEE Transactions on Neural Networks,13(6),1450-1464。  new window
33.Comon, P.(1994)。Independent component analysis: a new concept?。Signal Processing,36(3),287-314。  new window
34.V. David Sánchez A.(2002)。Frontiers of research in BSS/ICA。Neruocomputing,49(1-4),7-23。  new window
35.Hyvärinen, A.(1999)。Fast and robust fixed-point algorithms for independent component analysis。IEEE Transactions on Neural Networks,10(3),626-634。  new window
36.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
37.Quinlan, J. R.(1986)。Induction of Decision Trees。Machine Learning,1(1),81-106。  new window
38.Kass, G. V.(1980)。An exploratory technique for investigating large quantities of categorical data。Applied Statistics,29(2),119-127。  new window
會議論文
1.Xia, C.、Howell, J.(2003)。Isolating Multiple Sources of Plant-wide Oscillations via Independent Component Analysis。5th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes。Washington, D.C.。  new window
學位論文
1.Xia, C.(2003)。Control Loop Measurement Based Isolation o f Faults and Disturbances in Process Plants(博士論文)。University of Glasgow,UK。  new window
2.Wieringa, J. E.(1999)。Statistical Process Control for Serially Correlated Data(博士論文)。University of Groningen,Netherlands。  new window
圖書
1.Box, G. E. P.、Luceño, A.(1997)。Statistical control by monitoring and feedback adjustment。New York. NY:John Wiley and Sons。  new window
2.Cichocki, A.、Amari, S.-I.(2002)。Adaptive blind signal and image processing: Learning algorithms and applications。New York. NY:John Wiley and Sons。  new window
3.Cover, Thomas M.、Thomas, Joy A.(1991)。Elements of Information Theory。John Wiley & Sons, Inc.。  new window
4.Hyvärinen, A.、Karhunen, J.、Oja, E.(2001)。Independent Component Analysis。New York, NY:John Wiley and Sons。  new window
5.Lee, T. W.(1998)。Independent Component Analysis: Theory and Application。Boston, MA:Kluwer Academic Publishers。  new window
6.Breiman, L.、Friedman, J. H.、Olshen, R. A.、Stone, C. J.(1984)。Classification and regression trees。Wadsworth International Group。  new window
7.Montgomery, Douglas C.(2001)。Introduction to Statistical Quality Control。New York:John Wiley & Sons。  new window
 
 
 
 
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