{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T17:50:37Z","timestamp":1725558637663},"publisher-location":"Berlin, Heidelberg","reference-count":28,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642143991"},{"type":"electronic","value":"9783642144004"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-14400-4_26","type":"book-chapter","created":{"date-parts":[[2010,6,26]],"date-time":"2010-06-26T05:18:09Z","timestamp":1277529489000},"page":"338-349","source":"Crossref","is-referenced-by-count":0,"title":["Determination of the Fault Quality Variables of a Multivariate Process Using Independent Component Analysis and Support Vector Machine"],"prefix":"10.1007","author":[{"given":"Yuehjen E.","family":"Shao","sequence":"first","affiliation":[]},{"given":"Chi-Jie","family":"Lu","sequence":"additional","affiliation":[]},{"given":"Yu-Chiun","family":"Wang","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"26_CR1","doi-asserted-by":"publisher","first-page":"2203","DOI":"10.1080\/03610929608831832","volume":"25","author":"G.C. Runger","year":"1996","unstructured":"Runger, G.C., Alt, F.B., Montgomery, D.C.: Contributors to a Multivariate Statistical Process Control Chart Signals. Communications in Statistics-Theory and Methods\u00a025, 2203\u20132213 (1996)","journal-title":"Communications in Statistics-Theory and Methods"},{"key":"26_CR2","first-page":"4899","volume":"5","author":"Y.E. Shao","year":"2009","unstructured":"Shao, Y.E., Hsu, B.S.: Determining the Contributors for a Multivariate SPC Chart Signal Using Artificial Neural Networks and Support Vector Machine. International Journal of Innovative Computing, Information and Control\u00a05, 4899\u20134906 (2009)","journal-title":"International Journal of Innovative Computing, Information and Control"},{"key":"26_CR3","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1016\/j.eswa.2007.06.002","volume":"35","author":"C.S. Cheng","year":"2008","unstructured":"Cheng, C.S., Cheng, H.P.: Identifying the Source of Variance Shifts in the Multivariate Process Using Neural Networks and Support Vector Machines. Expert Systems with Applications\u00a035, 198\u2013206 (2008)","journal-title":"Expert Systems with Applications"},{"key":"26_CR4","first-page":"319","volume":"3","author":"Y.E. Shao","year":"2009","unstructured":"Shao, Y.E.: An Integrated Neural Networks and SPC Approach to Identify the Starting Time of a Process Disturbance. ICIC Express Letters \u2013 An International Journal of Research and Surveys\u00a03, 319\u2013324 (2009)","journal-title":"ICIC Express Letters \u2013 An International Journal of Research and Surveys"},{"key":"26_CR5","doi-asserted-by":"publisher","first-page":"379","DOI":"10.1023\/A:1024657911399","volume":"14","author":"C. Chiu","year":"2003","unstructured":"Chiu, C., Shao, Y.E., Lee, T., Lee, K.: Identification of Process Disturbance Using SPC\/EPC and Neural Networks. Journal of Intelligent Manufacturing\u00a014, 379\u2013388 (2003)","journal-title":"Journal of Intelligent Manufacturing"},{"key":"26_CR6","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1080\/00224065.1995.11979573","volume":"27","author":"R.L. Mason","year":"1995","unstructured":"Mason, R.L., Tracy, N.D., Young, J.C.: Decomposition of T2 for Multivariate Control Chart Interpretation. Journal of Quality Technology\u00a027, 99\u2013108 (1995)","journal-title":"Journal of Quality Technology"},{"key":"26_CR7","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1080\/00224065.1999.11979912","volume":"31","author":"R.L. Mason","year":"1999","unstructured":"Mason, R.L., Young, J.C.: Improving the Sensitivity of the T2 Statistic in Multivariate Process Control. Journal of Quality Technology\u00a031, 55\u2013165 (1999)","journal-title":"Journal of Quality Technology"},{"key":"26_CR8","doi-asserted-by":"publisher","first-page":"409","DOI":"10.1007\/s10845-008-0115-3","volume":"20","author":"C.H. Wang","year":"2009","unstructured":"Wang, C.H., Dong, T.P., Kuo, W.: A Hybrid Approach for Identification of Concurrent Control Chart Patterns. Journal of Intelligent Manufacturing\u00a020, 409\u2013419 (2009)","journal-title":"Journal of Intelligent Manufacturing"},{"key":"26_CR9","doi-asserted-by":"publisher","first-page":"1506","DOI":"10.1109\/TNN.2003.820556","volume":"14","author":"F.E.H. Tay","year":"2003","unstructured":"Tay, F.E.H., Cao, L.J.: Support Vector Machine with Adaptive Parameters in Financial Time Series Forecasting. IEEE Transactions on Neural Networks\u00a014, 1506\u20131518 (2003)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"26_CR10","doi-asserted-by":"publisher","DOI":"10.1002\/0471221317","volume-title":"Independent Component Analysis","author":"A. Hyv\u00e4rinen","year":"2001","unstructured":"Hyv\u00e4rinen, A., Karhunen, J., Oja, E.: Independent Component Analysis. John Wiley & Sons, New York (2001)"},{"issue":"2","key":"26_CR11","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1016\/j.dss.2009.02.001","volume":"47","author":"C.J. Lu","year":"2009","unstructured":"Lu, C.J., Lee, T.S., Chiu, C.C.: Financial Time Series Forecasting Using Independent Component Analysis and Support Vector Regression. Decision Support Systems\u00a047(2), 115\u2013125 (2009)","journal-title":"Decision Support Systems"},{"issue":"4","key":"26_CR12","doi-asserted-by":"publisher","first-page":"873","DOI":"10.1080\/00207540600943969","volume":"46","author":"C.J. Lu","year":"2008","unstructured":"Lu, C.J., Wu, C.M., Keng, C.J., Chiu, C.C.: Integrated Application of SPC\/EPC\/ICA and Neural Networks. International Journal of Production Research\u00a046(4), 873\u2013893 (2008)","journal-title":"International Journal of Production Research"},{"key":"26_CR13","doi-asserted-by":"publisher","first-page":"1506","DOI":"10.1109\/TNN.2003.820556","volume":"14","author":"F.E.H. Tay","year":"2003","unstructured":"Tay, F.E.H., Cao, L.J.: Support Vector Machine with Adaptive Parameters in Financial Time Series Forecasting. IEEE Transactions on Neural Networks\u00a014, 1506\u20131518 (2003)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"26_CR14","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-3264-1","volume-title":"The Nature of Statistical Learning Theory","author":"V.N. Vapnik","year":"2000","unstructured":"Vapnik, V.N.: The Nature of Statistical Learning Theory. Springer, Berlin (2000)"},{"key":"26_CR15","doi-asserted-by":"publisher","first-page":"1542","DOI":"10.1109\/TPAMI.2002.1046177","volume":"24","author":"K.I. Kim","year":"2002","unstructured":"Kim, K.I., Jung, K., Park, S.H., Kim, H.J.: Support Vector Machines for Texture Classification. IEEE Transactions on Pattern Analysis and Machine Intelligenc\u00a024, 1542\u20131550 (2002)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligenc"},{"key":"26_CR16","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1016\/j.eswa.2004.08.009","volume":"28","author":"K.S. Shin","year":"2005","unstructured":"Shin, K.S., Lee, T.S., Kim, H.J.: An Application of Support Vector Machines in Bankruptcy Prediction Model. Expert Systems with Applications\u00a028, 127\u2013135 (2005)","journal-title":"Expert Systems with Applications"},{"doi-asserted-by":"crossref","unstructured":"Wang, X.: Hybrid abnormal Patterns Recognition of Control Chart Using Support Vector Machining. In: International Conference on Computational Intelligence and Security, vol.\u00a02, pp. 238\u2013241 (2008)","key":"26_CR17","DOI":"10.1109\/CIS.2008.13"},{"key":"26_CR18","doi-asserted-by":"publisher","first-page":"969","DOI":"10.1002\/aic.690490414","volume":"49","author":"M. Kano","year":"2003","unstructured":"Kano, M., Tanaka, S., Hasebe, S., Hashimoto, I., Ohno, H.: Monitoring Independent Components for Fault Detection. AIChE Journal\u00a049, 969\u2013976 (2003)","journal-title":"AIChE Journal"},{"key":"26_CR19","doi-asserted-by":"publisher","first-page":"1384","DOI":"10.1252\/jcej.36.1384","volume":"36","author":"J.M. Lee","year":"2003","unstructured":"Lee, J.M., Yoo, C., Lee, I.B.: On-line Batch Process Monitoring Using Different Unfolding Method and Independent Component Analysis. Journal of Chemical Engineering of Japan\u00a036, 1384\u20131396 (2003)","journal-title":"Journal of Chemical Engineering of Japan"},{"key":"26_CR20","doi-asserted-by":"crossref","first-page":"49","DOI":"10.2166\/wst.2003.0627","volume":"47","author":"J.M. Lee","year":"2003","unstructured":"Lee, J.M., Yoo, C., Lee, I.B.: New Monitoring Technique with an ICA Algorithm in the Wastewater Treatment Process. Water Science and Technology\u00a047, 49\u201356 (2003)","journal-title":"Water Science and Technology"},{"issue":"5","key":"26_CR21","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1016\/j.jprocont.2003.09.004","volume":"14","author":"J.M. Lee","year":"2004","unstructured":"Lee, J.M., Yoo, C., Lee, I.B.: Statistical Process Monitoring with Independent Component Analysis. Journal of Process Control\u00a014(5), 467\u2013485 (2004)","journal-title":"Journal of Process Control"},{"issue":"8","key":"26_CR22","doi-asserted-by":"publisher","first-page":"1027","DOI":"10.1016\/j.conengprac.2004.12.003","volume":"13","author":"C. Xia","year":"2003","unstructured":"Xia, C., Howell, J.: Isolating Multiple Sources of Plant-Wide Oscillations Via Independent Component Analysis. Control Engineering Practice\u00a013(8), 1027\u20131035 (2003)","journal-title":"Control Engineering Practice"},{"key":"26_CR23","doi-asserted-by":"publisher","DOI":"10.1002\/0471221317","volume-title":"Independent Component Analysis","author":"A. Hyv\u00e4rinen","year":"2001","unstructured":"Hyv\u00e4rinen, A., Karhunen, J., Oja, E.: Independent Component Analysis. John Wiley and Sons, New York (2001)"},{"key":"26_CR24","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1016\/S0925-2312(02)00533-7","volume":"49","author":"V. David","year":"2002","unstructured":"David, V., Sanchez, A.: Frontiers of Research in BSS\/ICA. Neurocomputing\u00a049, 7\u201323 (2002)","journal-title":"Neurocomputing"},{"key":"26_CR25","doi-asserted-by":"publisher","first-page":"411","DOI":"10.1016\/S0893-6080(00)00026-5","volume":"13","author":"A. Hyv\u00e4rinen","year":"2000","unstructured":"Hyv\u00e4rinen, A., Oja, E.: Independent Component Analysis: Algorithms and Applications. Neural Networks\u00a013, 411\u2013430 (2000)","journal-title":"Neural Networks"},{"key":"26_CR26","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-3264-1","volume-title":"The Nature of Statistical Learning Theory","author":"V.N. Vapnik","year":"2000","unstructured":"Vapnik, V.N.: The Nature of Statistical Learning Theory. Springer, Berlin (2000)"},{"key":"26_CR27","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1109\/TNN.2002.1000139","volume":"13","author":"C.W. Hsu","year":"2002","unstructured":"Hsu, C.W., Lin, C.J.: A Comparison of Methods for Multiclass Support Vector Machines. IEEE Transactions on Neural Network\u00a013, 415\u2013425 (2002)","journal-title":"IEEE Transactions on Neural Network"},{"unstructured":"Hsu, C.W., Chang, C.C., Lin, C.J.: A Practical Guide to Support Vector Classification. Department of Computer Science and Information Engineering, National Taiwan University, Taipai, Taiwan (2003)","key":"26_CR28"}],"container-title":["Lecture Notes in Computer Science","Advances in Data Mining. Applications and Theoretical Aspects"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-14400-4_26.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,30]],"date-time":"2021-04-30T12:26:18Z","timestamp":1619785578000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-14400-4_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642143991","9783642144004"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-14400-4_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}