{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T03:19:16Z","timestamp":1771557556137,"version":"3.50.1"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2019,10,9]],"date-time":"2019-10-09T00:00:00Z","timestamp":1570579200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,10,9]],"date-time":"2019-10-09T00:00:00Z","timestamp":1570579200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61273182"],"award-info":[{"award-number":["61273182"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Appl Intell"],"published-print":{"date-parts":[[2020,3]]},"DOI":"10.1007\/s10489-019-01557-7","type":"journal-article","created":{"date-parts":[[2019,10,9]],"date-time":"2019-10-09T12:03:53Z","timestamp":1570622633000},"page":"812-829","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Transfer learning based 3D fuzzy multivariable control for an RTP system"],"prefix":"10.1007","volume":"50","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3845-2972","authenticated-orcid":false,"given":"Xian-Xia","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Han-Xiong","family":"Li","sequence":"additional","affiliation":[]},{"given":"Chong","family":"Cheng","sequence":"additional","affiliation":[]},{"given":"Shiwei","family":"Ma","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,10,9]]},"reference":[{"issue":"10","key":"1557_CR1","doi-asserted-by":"publisher","first-page":"1268","DOI":"10.1016\/j.conengprac.2006.11.003","volume":"15","author":"AJ Su","year":"2007","unstructured":"Su AJ, Jeng JC, Huang HP, Yu CC, Hung SY, Chao CK (2007) Control relevant issues in semiconductor manufacturing: Overview with some new results. Control Eng Pract 15(10):1268\u20131279","journal-title":"Control Eng Pract"},{"key":"1557_CR2","doi-asserted-by":"publisher","first-page":"1661","DOI":"10.1021\/ie0005553","volume":"40","author":"KS Lee","year":"2001","unstructured":"Lee KS, Lee J, Insik Chin A, Choi J, Lee JH (2001) Control of wafer temperature uniformity in rapid thermal processing using an optimal iterative learning control technique. Ind Eng Chem Res 40:1661\u20131672","journal-title":"Ind Eng Chem Res"},{"issue":"4","key":"1557_CR3","doi-asserted-by":"publisher","first-page":"686","DOI":"10.1016\/j.compchemeng.2005.11.007","volume":"30","author":"E Dassau","year":"2006","unstructured":"Dassau E, Grosman B, Lewin DR (2006) Modeling and temperature control of rapid thermal processing. Comput Chem Eng 30(4):686\u2013697","journal-title":"Comput Chem Eng"},{"issue":"1","key":"1557_CR4","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1109\/TSM.2016.2617330","volume":"30","author":"X-X Zhang","year":"2017","unstructured":"Zhang X -X, Li H -X, Wang B, Ma SW (2017) A hierarchical intelligent methodology for spatiotemporal control of wafer temperature in rapid thermal processing. IEEE Trans Semicond Manuf 30(1):52\u201359","journal-title":"IEEE Trans Semicond Manuf"},{"issue":"2","key":"1557_CR5","doi-asserted-by":"publisher","first-page":"322","DOI":"10.1016\/S0040-6090(99)01049-4","volume":"365","author":"KS Balakrishnan","year":"2000","unstructured":"Balakrishnan KS, Edgar TF (2000) Model-based control in rapid thermal processing. Thin Solid Films 365 (2):322\u2013333","journal-title":"Thin Solid Films"},{"issue":"1","key":"1557_CR6","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1109\/TSM.2002.807740","volume":"16","author":"DR Yang","year":"2003","unstructured":"Yang DR, Lee KS, Ahn HJ, Lee JH (2003) Experimental application of a quadratic optimal iterative learning control method for control of wafer temperature uniformity in rapid thermal processing. IEEE Trans Semicond Manuf 16(1):36\u201344","journal-title":"IEEE Trans Semicond Manuf"},{"issue":"1","key":"1557_CR7","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1109\/87.896753","volume":"9","author":"CA Lin","year":"2001","unstructured":"Lin CA, Jan YK (2001) Control system design for a rapid thermal processing system. IEEE Trans Control Syst Technol 9(1):122\u2013129","journal-title":"IEEE Trans Control Syst Technol"},{"issue":"1","key":"1557_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TSM.2015.2513416","volume":"29","author":"B Lee","year":"2016","unstructured":"Lee B, Kim J, Ji S, Lee S (2016) Design of a decentralized controller for a glass RTP system. IEEE Trans Semicond Manuf 29(1):1\u20138","journal-title":"IEEE Trans Semicond Manuf"},{"key":"1557_CR9","volume-title":"Nonlinear and robust control of partial differential equation systems: methods and applications to transport-reaction processes","author":"PD Christofides","year":"2001","unstructured":"Christofides PD (2001) Nonlinear and robust control of partial differential equation systems: methods and applications to transport-reaction processes. Birkh\u00e4user, Boston"},{"issue":"1","key":"1557_CR10","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1109\/66.744530","volume":"12","author":"A Theodoropoulou","year":"1999","unstructured":"Theodoropoulou A, Zafiriou E, Adomaitis RA (1999) Inverse model based real-time control for temperature uniformity of RTCVD. IEEE Trans Semicond Manuf 12(1):87\u2013101","journal-title":"IEEE Trans Semicond Manuf"},{"issue":"11","key":"1557_CR11","doi-asserted-by":"publisher","first-page":"4372","DOI":"10.1021\/ie990131c","volume":"38","author":"J Baker","year":"1999","unstructured":"Baker J, Christofides PD (1999) Output feedback control of parabolic PDE systems with nonlinear spatial differential operators. Ind Eng Chem Res 38(11):4372\u20134380","journal-title":"Ind Eng Chem Res"},{"key":"1557_CR12","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1016\/j.ces.2015.12.021","volume":"143","author":"T Xiao","year":"2016","unstructured":"Xiao T, Li H -X (2016) Sliding mode control design for a rapid thermal processing system. Chem Eng Sci 143:76\u201385","journal-title":"Chem Eng Sci"},{"issue":"3","key":"1557_CR13","doi-asserted-by":"publisher","first-page":"470","DOI":"10.1109\/TFUZZ.2006.889962","volume":"15","author":"H-X Li","year":"2007","unstructured":"Li H -X, Zhang X -X, Li SY (2007) A three-dimensional fuzzy control methodology for a class of distributed parameter system. IEEE Trans Fuzzy Syst 15(3):470\u2013481","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"6","key":"1557_CR14","doi-asserted-by":"publisher","first-page":"1613","DOI":"10.1109\/TFUZZ.2008.2005934","volume":"16","author":"X-X Zhang","year":"2008","unstructured":"Zhang X -X, Li H -X, Li SY (2008) Analytical study and stability design of three-dimensional fuzzy logic controller for spatially distributed dynamic systems. IEEE Trans Fuzzy Syst 16(6):1613\u20131625","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"10","key":"1557_CR15","doi-asserted-by":"publisher","first-page":"1635","DOI":"10.1109\/TNNLS.2013.2258356","volume":"24","author":"X-X Zhang","year":"2013","unstructured":"Zhang X -X, Jiang Y, Li H -X, Li SY (2013) SVR Learning-based spatiotemporal fuzzy logic controller for nonlinear spatially distributed dynamic systems. IEEE Trans Neural Netw Learn Syst 24(10):1635\u20131647","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"1557_CR16","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1016\/j.asoc.2017.04.064","volume":"59","author":"X-X Zhang","year":"2017","unstructured":"Zhang X -X, Zhao L, Li JJ, Cao GT, Wang B (2017) Space-decomposition Based 3D Fuzzy Control Design for Nonlinear Spatially Distributed Systems with Multiple Control Sources Using Multiple Single-output SVR Learning. Appl Soft Comput 59:378\u2013388","journal-title":"Appl Soft Comput"},{"key":"1557_CR17","volume-title":"Learning and soft computing: Support vector machines, neural networks and fuzzy logic models","author":"V Kecman","year":"2001","unstructured":"Kecman V (2001) Learning and soft computing: Support vector machines, neural networks and fuzzy logic models. The MIT Press, London"},{"issue":"10","key":"1557_CR18","doi-asserted-by":"publisher","first-page":"1345","DOI":"10.1109\/TKDE.2009.191","volume":"22","author":"S Pan","year":"2010","unstructured":"Pan S, Yang Q (2010) A survey on transfer learning. IEEE IEEE Trans Knowl Data Eng 22(10):1345\u20131359","journal-title":"IEEE IEEE Trans Knowl Data Eng"},{"issue":"12","key":"1557_CR19","doi-asserted-by":"publisher","first-page":"1638","DOI":"10.1109\/TKDE.2007.190663","volume":"19","author":"K Sarinnapakorn","year":"2007","unstructured":"Sarinnapakorn K, Kubat M (2007) Combining Subclassifiers in Text Categorization: A DST-based Solution and a Case Study. IEEE Trans Knowl Data Eng 19(12):1638\u20131651","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"1557_CR20","unstructured":"Pan SJ, Zheng VW, Yang Q, Hu DH (2008) Transfer Learning for WiFi-Based Indoor Localization. In: Proceedings of Workshop Transfer Learning for Complex Task of the 23rd Assoc. for the Advancement of Artificial Intelligence (AAAI) Conf. Artificial Intelligence, pp. 1383\u20131388"},{"key":"1557_CR21","unstructured":"Blitzer J, Dredze M, Pereira F (2007) Biographies, Bollywood, Boom-Boxes and Blenders: Domain Adaptation for Sentiment Classification. In: Proceedings of 45th Ann. Meeting of the Assoc. Computational Linguistics, pp. 432\u2013439"},{"key":"1557_CR22","doi-asserted-by":"publisher","first-page":"1110","DOI":"10.1007\/978-3-540-89197-0_115","volume-title":"PRICAI 2008: Trends in Artificial Intelligence","author":"Hankui Zhuo","year":"2008","unstructured":"Zhuo H, Yang Q, Hu DH, Li L (2008) Transferring knowledge from another domain for learning action models. In: Proceedings of 10th pacific rim int\u2019l conf. Artificial intelligence. vol 5351, pp 1110\u20131115"},{"key":"1557_CR23","doi-asserted-by":"crossref","unstructured":"Raykar VC, Krishnapuram B, Bi J, Dundar M, Rao RB (2008) Bayesian Multiple Instance Learning: Automatic Feature Selection and Inductive Transfer. In: Proceedings of 25th Int\u2019l Conf. Machine Learning, pp. 808\u2013815","DOI":"10.1145\/1390156.1390258"},{"issue":"4","key":"1557_CR24","doi-asserted-by":"publisher","first-page":"597","DOI":"10.1109\/TFUZZ.2012.2212444","volume":"21","author":"Z Deng","year":"2013","unstructured":"Deng Z, Jiang Y, Chung FL, Ishibuchi H, Wang S (2013) Knowledge-Leverage-Based Fuzzy system and its modeling. IEEE Trans Fuzzy Syst 21(4):597\u2013609","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"8","key":"1557_CR25","doi-asserted-by":"publisher","first-page":"1200","DOI":"10.1109\/TNNLS.2013.2253617","volume":"24","author":"Z Deng","year":"2013","unstructured":"Deng Z, Jiang Y, Choi KS, Chung FL, Wang S (2013) Knowledge-leverage-based TSK Fuzzy System modeling. IEEE Trans Neural Netw Learn Syst 24(8):1200\u20131212","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"issue":"5","key":"1557_CR26","doi-asserted-by":"publisher","first-page":"1079","DOI":"10.1109\/TFUZZ.2015.2501438","volume":"24","author":"C Yang","year":"2016","unstructured":"Yang C, Deng Z, Choi KS, Wang S (2016) Takagi\u2013Sugeno\u2013Kang Transfer learning fuzzy logic system for the adaptive recognition of epileptic electroencephalogram signals. IEEE Trans Fuzzy Syst 24(5):1079\u20131094","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"6","key":"1557_CR27","doi-asserted-by":"publisher","first-page":"1795","DOI":"10.1109\/TFUZZ.2016.2633376","volume":"25","author":"H Zuo","year":"2017","unstructured":"Zuo H, Zhang G, Pedrycz W, Behbood V, Lu J (2017) Fuzzy regression transfer learning in Takagi\u2013Sugeno fuzzy models. IEEE Trans Fuzzy Syst 25(6):1795\u20131807","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"6","key":"1557_CR28","doi-asserted-by":"publisher","first-page":"1917","DOI":"10.1109\/TFUZZ.2014.2387872","volume":"23","author":"V Behbood","year":"2015","unstructured":"Behbood V, Lu J, Zhang G, Pedrycz W (2015) Multistep fuzzy bridged refinement domain adaptation algorithm and its application to bank failure prediction. IEEE Trans Fuzzy Syst 23(6):1917\u20131935","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"1557_CR29","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1016\/j.ins.2014.09.004","volume":"293","author":"J Shell","year":"2015","unstructured":"Shell J, Coupland S (2015) Fuzzy Transfer Learning: Methodology and application. Inf Sci 293:59\u201379","journal-title":"Inf Sci"},{"issue":"8","key":"1557_CR30","doi-asserted-by":"publisher","first-page":"1985","DOI":"10.1016\/j.asoc.2012.02.004","volume":"12","author":"W Pedrycz","year":"2012","unstructured":"Pedrycz W, Russo B, Succi G (2012) Knowledge transfer in system modeling and its realization through an optimal allocation of information granularity. Appl Soft Comput 12(8):1985\u20131995","journal-title":"Appl Soft Comput"},{"key":"1557_CR31","unstructured":"Adomaitis RA (1995) RTCVD Model Reduction: A Collocation on empirical eigenfunctions approach Technical Report. Institute for Systems Research, University of Maryland"},{"issue":"1","key":"1557_CR32","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1109\/66.661288","volume":"11","author":"A Theodoropoulou","year":"1998","unstructured":"Theodoropoulou A, Adomaitis RA, Zafiriou E (1998) Model reduction for optimization of rapid thermal chemical vapor deposition systems. IEEE Trans Semicond Manuf 11(1):85\u201398","journal-title":"IEEE Trans Semicond Manuf"},{"key":"1557_CR33","volume-title":"A course in fuzzy systems and control","author":"LX Wang","year":"1997","unstructured":"Wang LX (1997) A course in fuzzy systems and control. Prentice-Hall, Upper Saddle River"},{"issue":"6","key":"1557_CR34","doi-asserted-by":"publisher","first-page":"716","DOI":"10.1109\/TFUZZ.2003.819843","volume":"11","author":"Y Chen","year":"2003","unstructured":"Chen Y, Wang JZ (2003) Support vector learning for fuzzy rule-based classification systems. IEEE Trans Fuzzy Syst 11(6):716\u2013728","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"1557_CR35","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-4868-9","volume-title":"Fuzzy modeling for control","author":"R Babuska","year":"1998","unstructured":"Babuska R (1998) Fuzzy modeling for control. Kluwer, Boston"},{"key":"1557_CR36","doi-asserted-by":"publisher","DOI":"10.1109\/9780470544730","volume-title":"Fuzzy control and modeling: analytical foundations and applications","author":"H Ying","year":"2000","unstructured":"Ying H (2000) Fuzzy control and modeling: analytical foundations and applications. IEEE Press, New York"},{"issue":"17","key":"1557_CR37","doi-asserted-by":"publisher","first-page":"5216","DOI":"10.1016\/j.apm.2015.03.036","volume":"39","author":"W Zhao","year":"2015","unstructured":"Zhao W, Liu JK, Chen YY (2015) Material behavior modeling with multi-output support vector regression. Appl Math Model 39(17):5216\u20135229","journal-title":"Appl Math Model"},{"key":"1557_CR38","volume-title":"Statistical learning theory","author":"V Vapnik","year":"1998","unstructured":"Vapnik V (1998) Statistical learning theory. Wiley, New York"},{"issue":"3","key":"1557_CR39","doi-asserted-by":"publisher","first-page":"1156","DOI":"10.1109\/TII.2016.2557805","volume":"12","author":"X Lu","year":"2016","unstructured":"Lu X, Zou W, Huang M (2016) A novel spatiotemporal LS-SVM method for complex distributed parameter systems with applications to curing thermal process. IEEE Trans Ind Inf 12(3):1156\u20131165","journal-title":"IEEE Trans Ind Inf"},{"key":"1557_CR40","doi-asserted-by":"publisher","first-page":"7314","DOI":"10.1021\/acs.iecr.7b00984","volume":"56","author":"X Lu","year":"2017","unstructured":"Lu X, Yin F, Huang M (2017) Online spatiotemporal least-squares support vector machine modeling approach for time-varying distributed parameter processes. Ind Eng Chem Res 56:7314\u20137321","journal-title":"Ind Eng Chem Res"},{"key":"1557_CR41","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1214\/aos\/1176344552","volume":"7","author":"B Efron","year":"1979","unstructured":"Efron B (1979) Bootstrap methods: Another look at the Jackknife. Ann Stat 7:1\u201326","journal-title":"Ann Stat"},{"key":"1557_CR42","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1023\/A:1009897800559","volume":"5","author":"L Angelis","year":"2000","unstructured":"Angelis L, Stamelos I (2000) A Simulation Tool for Efficient Analogy Based Cost Estimation. Empir Softw Eng 5:35\u201368","journal-title":"Empir Softw Eng"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-019-01557-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10489-019-01557-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-019-01557-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,7]],"date-time":"2020-10-07T23:19:59Z","timestamp":1602112799000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10489-019-01557-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,9]]},"references-count":42,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2020,3]]}},"alternative-id":["1557"],"URL":"https:\/\/doi.org\/10.1007\/s10489-019-01557-7","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"value":"0924-669X","type":"print"},{"value":"1573-7497","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,10,9]]},"assertion":[{"value":"9 October 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}