{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T11:02:53Z","timestamp":1778670173478,"version":"3.51.4"},"reference-count":19,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2010,8,5]],"date-time":"2010-08-05T00:00:00Z","timestamp":1280966400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Intell Manuf"],"published-print":{"date-parts":[[2012,6]]},"DOI":"10.1007\/s10845-010-0440-1","type":"journal-article","created":{"date-parts":[[2010,8,4]],"date-time":"2010-08-04T12:07:41Z","timestamp":1280923661000},"page":"835-844","source":"Crossref","is-referenced-by-count":28,"title":["A non-linear quality improvement model using SVR for manufacturing TFT-LCDs"],"prefix":"10.1007","volume":"23","author":[{"given":"Der-Chiang","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wen-Chih","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chiao-Wen","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yao-San","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2010,8,5]]},"reference":[{"key":"440_CR1","doi-asserted-by":"crossref","first-page":"783","DOI":"10.1016\/S0893-6080(99)00032-5","volume":"12","author":"S. Amari","year":"1999","unstructured":"Amari S., Wu S. (1999) Improving support vector machine classifiers by modifying kernel functions. Neural Networks 12: 783\u2013789","journal-title":"Neural Networks"},{"key":"440_CR2","unstructured":"Chang, K.-H., Cheng, C.-H. (2009). Evaluating the risk of failure using the fuzzy OWA and DEMATEL method. Journal of Intelligent Manufacturing, Published online."},{"issue":"5","key":"440_CR3","doi-asserted-by":"crossref","first-page":"545","DOI":"10.1007\/s10845-006-0027-z","volume":"17","author":"P.-C. Chang","year":"2006","unstructured":"Chang P.-C., Chen L.-Y., Liu C. H. (2006) An evolutionary regulation algorithm for the twin laser measuring system. Journal of Intelligent Manufacturing 17(5): 545\u2013556","journal-title":"Journal of Intelligent Manufacturing"},{"issue":"4","key":"440_CR4","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1080\/10170660509509300","volume":"22","author":"S.-H. Chen","year":"2005","unstructured":"Chen S.-H., Chang C.-K., Kuo C.-L. (2005) Optimal scheduling in color filter manufacturing. Journal of the Chinese Institute of Industrial Engineers 22(4): 301\u2013308","journal-title":"Journal of the Chinese Institute of Industrial Engineers"},{"key":"440_CR5","first-page":"273","volume":"20","author":"C. Cortes","year":"1995","unstructured":"Cortes C., Vapnik V. N. (1995) Support vector networks. Machine Learning 20: 273\u2013297","journal-title":"Machine Learning"},{"issue":"1","key":"440_CR6","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1016\/j.laa.2004.02.026","volume":"388","author":"F. Eicker","year":"2004","unstructured":"Eicker F., Ewald G. (2004) Linearly independent set families. Linear algebra and its applications 388(1): 173\u2013191","journal-title":"Linear algebra and its applications"},{"key":"440_CR7","volume-title":"Multivariable data analysis 5th","author":"J.F. Hair Jr.","year":"1998","unstructured":"Hair J.F. Jr., Ralph E.A., Ronald L.T., William C.B. (1998) Multivariable data analysis 5th. Prentice Hall, Upper Saddle River, NJ"},{"key":"440_CR8","volume-title":"Neural Networks\u2014a comprehensive foundation","author":"S. Haykin","year":"1999","unstructured":"Haykin S. (1999) Neural Networks\u2014a comprehensive foundation. Prentice Hall, Upper Saddle River, NJ"},{"key":"440_CR9","doi-asserted-by":"crossref","first-page":"1","DOI":"10.2307\/2529336","volume":"32","author":"R.R. Hocking","year":"1976","unstructured":"Hocking R.R. (1976) A biometrics invited paper: The analysis and selection of variables in linear regression. Biometrics 32: 1\u201349","journal-title":"Biometrics"},{"key":"440_CR10","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/j.ijar.2003.06.001","volume":"35","author":"C.F. Huang","year":"2004","unstructured":"Huang C.F., Moraga C. (2004) A diffusion-neural-network for learning from small samples. International Journal of Approximate Reasoning 35: 137\u2013161","journal-title":"International Journal of Approximate Reasoning"},{"key":"440_CR11","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1016\/j.ejor.2005.05.005","volume":"175","author":"D.C. Li","year":"2006","unstructured":"Li D.C., Lin Y.S. (2006) Using virtual sample generation to build up management knowledge in the early manufacturing stages. European Journal of Operational Research 175: 413\u2013434","journal-title":"European Journal of Operational Research"},{"issue":"21","key":"440_CR12","doi-asserted-by":"crossref","first-page":"4491","DOI":"10.1080\/00207540600559849","volume":"44","author":"D.C. Li","year":"2006","unstructured":"Li D.C., Wu C.S., Chang F.M. (2006) Using data continualization and expansion to improve small data set learning accuracy for early flexible manufacturing system (FMS) scheduling. International Journal of Production Research 44(21): 4491\u20134509","journal-title":"International Journal of Production Research"},{"issue":"17","key":"440_CR13","doi-asserted-by":"crossref","first-page":"4011","DOI":"10.1080\/0020754031000149211","volume":"41","author":"D.C. Li","year":"2003","unstructured":"Li D.C., Chen L.-S., Lin Y.-S. (2003) Using functional virtual population as assistance to learn scheduling knowledge in dynamic manufacturing environments. International Journal of Production Research 41(17): 4011\u20134021","journal-title":"International Journal of Production Research"},{"key":"440_CR14","unstructured":"Niyogi, P., Girosi, F., & Tomaso, P. (1998). Incorporating prior information in machine learning by creating virtual examples. In: Proceedings of the IEEE (pp. 275\u2013298)."},{"key":"440_CR15","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1016\/S0925-2312(03)00373-4","volume":"55","author":"A.V.D. S\u00e1nchez","year":"2003","unstructured":"S\u00e1nchez A.V.D. (2003) Advanced support vector machines and kernel methods. Neurocomputing 55: 5\u201320","journal-title":"Neurocomputing"},{"key":"440_CR16","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1016\/j.neucom.2006.03.004","volume":"70","author":"A. Shawkat","year":"2006","unstructured":"Shawkat A., Kate A., Smith M. (2006) A meta-learning approach to automatic kernel selection for support vector machines. Neurocomputing 70: 173\u2013186","journal-title":"Neurocomputing"},{"issue":"3","key":"440_CR17","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1023\/B:STCO.0000035301.49549.88","volume":"14","author":"A.J. Smola","year":"2004","unstructured":"Smola A.J., Scholkoph B. (2004) A tutorial on support vector regression. Statistic Computing 14(3): 199\u2013222","journal-title":"Statistic Computing"},{"key":"440_CR18","volume-title":"Introduction to data mining","author":"P.-N. Tan","year":"2006","unstructured":"Tan P.-N., Steinbach M., Kumar V. (2006) Introduction to data mining. Pearson Press, New York"},{"key":"440_CR19","volume-title":"Data mining: Practical machine learning tools and techniques 2nd","author":"I.H. Witten","year":"2005","unstructured":"Witten I.H., Frank E. (2005) Data mining: Practical machine learning tools and techniques 2nd. Morgan Kaufmann, San Francisco"}],"container-title":["Journal of Intelligent Manufacturing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-010-0440-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10845-010-0440-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-010-0440-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,30]],"date-time":"2019-05-30T22:11:49Z","timestamp":1559254309000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10845-010-0440-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,8,5]]},"references-count":19,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2012,6]]}},"alternative-id":["440"],"URL":"https:\/\/doi.org\/10.1007\/s10845-010-0440-1","relation":{},"ISSN":["0956-5515","1572-8145"],"issn-type":[{"value":"0956-5515","type":"print"},{"value":"1572-8145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,8,5]]}}}