{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T04:04:49Z","timestamp":1773547489843,"version":"3.50.1"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2016,9,16]],"date-time":"2016-09-16T00:00:00Z","timestamp":1473984000000},"content-version":"unspecified","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":["51139001"],"award-info":[{"award-number":["51139001"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["51279052"],"award-info":[{"award-number":["51279052"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Natural Science Foundation of China (CN)","award":["41323001"],"award-info":[{"award-number":["41323001"]}]},{"name":"National Natural Science Foundation of China (CN)","award":["51479054"],"award-info":[{"award-number":["51479054"]}]},{"name":"the Fundamental Research Funds for the Central Universities","award":["2014B36914"],"award-info":[{"award-number":["2014B36914"]}]},{"DOI":"10.13039\/501100013286","name":"Research Fund for the Doctoral Program of Higher Education of China","doi-asserted-by":"crossref","award":["20130094110010"],"award-info":[{"award-number":["20130094110010"]}],"id":[{"id":"10.13039\/501100013286","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Central University Basic Research Project","award":["2015B20714"],"award-info":[{"award-number":["2015B20714"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Engineering with Computers"],"published-print":{"date-parts":[[2017,7]]},"DOI":"10.1007\/s00366-016-0483-9","type":"journal-article","created":{"date-parts":[[2016,9,16]],"date-time":"2016-09-16T06:43:53Z","timestamp":1474008233000},"page":"443-456","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":26,"title":["Zoned elasticity modulus inversion analysis method of a high arch dam based on unconstrained Lagrange support vector regression (support vector regression arch dam)"],"prefix":"10.1007","volume":"33","author":[{"given":"Chungao","family":"Liu","sequence":"first","affiliation":[]},{"given":"Chongshi","family":"Gu","sequence":"additional","affiliation":[]},{"given":"Bo","family":"Chen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,9,16]]},"reference":[{"key":"483_CR1","doi-asserted-by":"crossref","first-page":"803","DOI":"10.1007\/s00603-014-0578-9","volume":"48","author":"L Zhang","year":"2015","unstructured":"Zhang L, Liu YR, Yang Q (2015) Evaluation of reinforcement and analysis of stability of a high-arch dam based on geomechanical model testing. Rock Mech Rock Eng 48:803\u2013818","journal-title":"Rock Mech Rock Eng"},{"key":"483_CR2","first-page":"1","volume":"2015","author":"Y Xia","year":"2015","unstructured":"Xia Y, Li C, Zhao X, Zhang Z (2015) Mechanism research of arch dam abutment forces during overload. Math Probl Eng 2015:1\u201312","journal-title":"Math Probl Eng"},{"key":"483_CR3","doi-asserted-by":"crossref","first-page":"423","DOI":"10.1002\/stc.1575","volume":"21","author":"J Mata","year":"2014","unstructured":"Mata J, Tavares de Castro A, S\u00e1 da Costa J (2014) Constructing statistical models for arch dam deformation. Struct Control Health Monit 21:423\u2013437","journal-title":"Struct Control Health Monit"},{"key":"483_CR4","doi-asserted-by":"crossref","first-page":"1616","DOI":"10.1080\/15732479.2014.983528","volume":"11","author":"F Li","year":"2015","unstructured":"Li F, Wang Z, Liu G, Fu C, Wang J (2015) Hydrostatic seasonal state model for monitoring data analysis of concrete dams. Struct Infrastruct Eng 11:1616\u20131631","journal-title":"Struct Infrastruct Eng"},{"key":"483_CR5","doi-asserted-by":"crossref","first-page":"903","DOI":"10.1016\/j.engstruct.2010.12.011","volume":"33","author":"J Mata","year":"2011","unstructured":"Mata J (2011) Interpretation of concrete dam behaviour with artificial neural network and multiple linear regression models. Eng Struct 33:903\u2013910","journal-title":"Eng Struct"},{"key":"483_CR6","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1061\/(ASCE)MT.1943-5533.0000361","volume":"24","author":"B Sevim","year":"2011","unstructured":"Sevim B, Altuni\u015fik AC, Bayraktar A, Akk\u00f6se M, Adanur S (2011) Estimation of elasticity modulus of a prototype arch dam using experimental methods. J Mater Civil Eng 24:321\u2013329","journal-title":"J Mater Civil Eng"},{"key":"483_CR7","first-page":"4055","volume":"18","author":"\u0130B Top\u00e7u","year":"2007","unstructured":"Top\u00e7u \u0130B, U\u011furlu A (2007) Elasticity theory of concrete and prediction of static E-modulus for dam concrete using composite models. Teknik Dergi 18:4055\u20134067","journal-title":"Teknik Dergi"},{"key":"483_CR8","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/0020-7683(71)90015-1","volume":"7","author":"KT Kavanagh","year":"1971","unstructured":"Kavanagh KT, Clough RW (1971) Finite element application in the characterization of elastic solids. Int J Solids Struct 7:11\u201323","journal-title":"Int J Solids Struct"},{"key":"483_CR9","first-page":"99","volume":"1","author":"Y Jianping","year":"1994","unstructured":"Jianping Y, Xisheng H (1994) The influence of the water level and other factors on the inversion of the dam body. J Hohai Univ 1:99\u2013101","journal-title":"J Hohai Univ"},{"key":"483_CR10","first-page":"43","volume":"3","author":"G Chongshi","year":"1996","unstructured":"Chongshi G, Zhongru W (1996) The convolusive analysis on deformation parameters of dam body and its foundation with whole reservoir bed. J Hydroelectr Eng 3:43\u201348","journal-title":"J Hydroelectr Eng"},{"key":"483_CR11","first-page":"98","volume":"8","author":"X Yan","year":"2004","unstructured":"Yan X, Huaizhi S, Zhongru W (2004) Inverse analysis of mechanical parameters based on dam safety monitoring data. J Hydraul Eng 8:98\u2013102 (In Chinese)","journal-title":"J Hydraul Eng"},{"key":"483_CR12","first-page":"1","volume":"118","author":"S Chi","year":"2015","unstructured":"Chi S, Ni S, Liu Z (2015) Back analysis of the permeability coefficient of a high core rockfill dam based on a RBF neural network optimized using the PSO algorithm. Math Probl Eng 118:1\u201315","journal-title":"Math Probl Eng"},{"key":"483_CR13","first-page":"14","volume":"30","author":"X Hongzhong","year":"2002","unstructured":"Hongzhong X, Zhongru W, Xuehong L (2002) Inversion of dan elastic modulus by fuzzy neural network. J Hohai Univ (Natural Sciences) 30:14\u201317","journal-title":"J Hohai Univ (Natural Sciences)"},{"key":"483_CR14","first-page":"547","volume":"32","author":"L Peng","year":"2011","unstructured":"Peng L, Huaizhi S, Guijin Z (2011) Study of interval parameters back analysis of dam body and rock foundation based on RNN model. Rock Soil Mech 32:547\u2013552","journal-title":"Rock Soil Mech"},{"key":"483_CR15","first-page":"1722","volume":"30","author":"L Bo","year":"2008","unstructured":"Bo L, Baosong X, Jinkun W, Jing H, Guanglei X (2008) Back analysis of dam mechanical parameters based on least squares support vector machine. Chin J Geotech Eng 30:1722\u20131725","journal-title":"Chin J Geotech Eng"},{"key":"483_CR16","doi-asserted-by":"crossref","first-page":"423","DOI":"10.1016\/j.compgeo.2007.03.002","volume":"34","author":"Y Yu","year":"2007","unstructured":"Yu Y, Zhang B, Yuan H (2007) An intelligent displacement back-analysis method for earth-rockfill dams. Comput Geotech 34:423\u2013434","journal-title":"Comput Geotech"},{"key":"483_CR17","first-page":"3639","volume":"28","author":"K Fei","year":"2009","unstructured":"Fei K, Junjie LI, Qing XU (2009) Ant colony clustering radial basis function network model for inverse analysis of rockfill dam. Yanshilixue Yu Gongcheng Xuebao\/Chin J Rock Mech Eng 28:3639\u20133644","journal-title":"Yanshilixue Yu Gongcheng Xuebao\/Chin J Rock Mech Eng"},{"key":"483_CR18","first-page":"1","volume":"2015","author":"H Gu","year":"2015","unstructured":"Gu H, Wu Z, Huang X, Song J (2015) Zoning modulus inversion method for concrete dams based on chaos genetic optimization algorithm. Math Probl Eng 2015:1\u20139","journal-title":"Math Probl Eng"},{"key":"483_CR19","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1016\/j.compgeo.2012.07.006","volume":"47","author":"D Zheng","year":"2013","unstructured":"Zheng D, Cheng L, Bao T, Lv B (2013) Integrated parameter inversion analysis method of a CFRD based on multi-output support vector machines and the clonal selection algorithm. Comput Geotech 47:68\u201377","journal-title":"Comput Geotech"},{"key":"483_CR20","doi-asserted-by":"crossref","first-page":"178","DOI":"10.1016\/j.neucom.2010.02.016","volume":"74","author":"N Barakat","year":"2010","unstructured":"Barakat N, Bradley AP (2010) Rule extraction from support vector machines: a review. Neurocomputing 74:178\u2013190","journal-title":"Neurocomputing"},{"key":"483_CR21","first-page":"203","volume":"11","author":"D Basak","year":"2007","unstructured":"Basak D, Pal S, Patranabis DC (2007) Support vector regression. Neural Inf Process Lett Rev 11:203\u2013224","journal-title":"Neural Inf Process Lett Rev"},{"key":"483_CR22","first-page":"2004","volume":"53","author":"X-Y Deng","year":"2010","unstructured":"Deng X-Y, Yang D-H, Liu T, Li Y, Yang B-J (2010) Performance analysis of least squares support vector regression filtering system. Chin J Geophys Chin Ed 53:2004\u20132011","journal-title":"Chin J Geophys Chin Ed"},{"key":"483_CR23","doi-asserted-by":"crossref","first-page":"5723","DOI":"10.1109\/TIP.2015.2484068","volume":"24","author":"S Zhang","year":"2015","unstructured":"Zhang S, Zhao S, Sui Y, Zhang L (2015) Single object tracking with fuzzy least squares support vector machine. IEEE Trans Image Process 24:5723\u20135738","journal-title":"IEEE Trans Image Process"},{"key":"483_CR24","doi-asserted-by":"crossref","first-page":"268","DOI":"10.1109\/TNN.2004.824259","volume":"15","author":"DR Musicant","year":"2004","unstructured":"Musicant DR, Feinberg A (2004) Active set support vector regression. IEEE Transact Neural Netw 15:268\u2013275","journal-title":"IEEE Transact Neural Netw"},{"key":"483_CR25","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1016\/j.neunet.2013.12.003","volume":"51","author":"S Balasundaram","year":"2014","unstructured":"Balasundaram S, Gupta D, Kapil (2014) Lagrangian support vector regression via unconstrained convex minimization. Neural Netw 51:67\u201379","journal-title":"Neural Netw"},{"key":"483_CR26","doi-asserted-by":"crossref","first-page":"8784","DOI":"10.1016\/j.eswa.2010.06.028","volume":"37","author":"S Balasundaram","year":"2010","unstructured":"Balasundaram S, Kapil (2010) On Lagrangian support vector regression. Expert Syst Appl 37:8784\u20138792","journal-title":"Expert Syst Appl"},{"key":"483_CR27","first-page":"161","volume":"1","author":"OL Mangasarian","year":"2001","unstructured":"Mangasarian OL, Musicant DR (2001) Lagrangian support vector machines. J Machine Learn Res 1:161\u2013177","journal-title":"J Machine Learn Res"},{"key":"483_CR28","doi-asserted-by":"crossref","first-page":"2192","DOI":"10.1016\/j.enconman.2005.12.006","volume":"47","author":"X Yuan","year":"2006","unstructured":"Yuan X, Yuan Y (2006) Application of cultural algorithm to generation scheduling of hydrothermal systems. Energy Convers Manag 47:2192\u20132201","journal-title":"Energy Convers Manag"},{"key":"483_CR29","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.strusafe.2015.07.002","volume":"57","author":"H Su","year":"2015","unstructured":"Su H, Wen Z, Sun X, Yang M (2015) Time-varying identification model for dam behavior considering structural reinforcement. Struct Saf 57:1\u20137","journal-title":"Struct Saf"}],"container-title":["Engineering with Computers"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00366-016-0483-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00366-016-0483-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00366-016-0483-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,17]],"date-time":"2020-05-17T05:30:08Z","timestamp":1589693408000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00366-016-0483-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,9,16]]},"references-count":29,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2017,7]]}},"alternative-id":["483"],"URL":"https:\/\/doi.org\/10.1007\/s00366-016-0483-9","relation":{},"ISSN":["0177-0667","1435-5663"],"issn-type":[{"value":"0177-0667","type":"print"},{"value":"1435-5663","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,9,16]]}}}