{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T16:36:13Z","timestamp":1773678973690,"version":"3.50.1"},"reference-count":40,"publisher":"American Society of Civil Engineers (ASCE)","issue":"1","content-domain":{"domain":["ascelibrary.org"],"crossmark-restriction":true},"short-container-title":["J. Comput. Civ. Eng."],"published-print":{"date-parts":[[2016,1]]},"DOI":"10.1061\/(asce)cp.1943-5487.0000466","type":"journal-article","created":{"date-parts":[[2015,1,7]],"date-time":"2015-01-07T16:18:56Z","timestamp":1420647536000},"update-policy":"https:\/\/doi.org\/10.1061\/do.news.20190416.0001","source":"Crossref","is-referenced-by-count":71,"title":["Shear Strength Prediction in Reinforced Concrete Deep Beams Using Nature-Inspired Metaheuristic Support Vector Regression"],"prefix":"10.1061","volume":"30","author":[{"given":"Jui-Sheng","family":"Chou","sequence":"first","affiliation":[{"name":"Professor, Dept. of Civil and Construction Engineering, National Taiwan Univ. of Science and Technology, 43, Section 4, Keelung Rd., Taipei 10607, Taiwan (corresponding author)."}]},{"given":"Ngoc-Tri","family":"Ngo","sequence":"additional","affiliation":[{"name":"Ph.D. Student, Dept. of Civil and Construction Engineering, National Taiwan Univ. of Science and Technology, 43, Section 4, Keelung Rd., Taipei 10607, Taiwan."}]},{"given":"Anh-Duc","family":"Pham","sequence":"additional","affiliation":[{"name":"Postdoctoral Researcher, Dept. of Civil and Construction Engineering, National Taiwan Univ. of Science and Technology, 43, Section 4, Keelung Rd., Taipei 10607, Taiwan; and Dean, Faculty of Project Management, Univ. of Danang\u2014Univ. of Science and Technology, 54, Nguyen Luong Bang Rd., Danang 59000, Vietnam."}]}],"member":"30","reference":[{"key":"e_1_3_1_2_1","unstructured":"ACI (American Concrete Institute). (2011). \u201cBuilding code requirement for structural concrete and commentary.\u201d ACI-318 Detroit."},{"key":"e_1_3_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.scient.2012.02.009"},{"issue":"4","key":"e_1_3_1_4_1","first-page":"577","article-title":"Strength of struts in deep concrete members designed using strut-and-tie method","volume":"103","author":"Carlos G. Q. F.","year":"2007","journal-title":"ACI Struct. J."},{"key":"e_1_3_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2013.11.001"},{"key":"e_1_3_1_6_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000275"},{"key":"e_1_3_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.10.036"},{"key":"e_1_3_1_8_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000197"},{"key":"e_1_3_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2013.08.078"},{"issue":"10","key":"e_1_3_1_10_1","first-page":"145","article-title":"Diagonal tension in reinforced concrete beams","volume":"48","author":"Clark A. P.","year":"1951","journal-title":"ACI Struct. J."},{"key":"e_1_3_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2012.11.030"},{"key":"e_1_3_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(02)00601-X"},{"key":"e_1_3_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.acme.2013.02.007"},{"key":"e_1_3_1_14_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.54.616"},{"issue":"4","key":"e_1_3_1_15_1","first-page":"539","article-title":"Experimental evaluation of design procedures for shear strength of deep reinforced concrete beams","volume":"99","author":"Gerardo A.","year":"2002","journal-title":"ACI Struct. J."},{"key":"e_1_3_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/81.933333"},{"key":"e_1_3_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2010.06.003"},{"key":"e_1_3_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.03.053"},{"key":"e_1_3_1_19_1","unstructured":"Kohavi R. (1995). \u201cA study of cross-validation and bootstrap for accuracy estimation and model selection.\u201d Proc. 14th Int. Joint Conf. on Artificial Intelligence Vol.\u00a02 Morgan Kaufmann Publishers Montreal QC Canada 1137\u20131143."},{"issue":"12","key":"e_1_3_1_20_1","first-page":"1010","article-title":"Web reinforcement effects on deep beams","volume":"67","author":"Kong F. K.","year":"1970","journal-title":"ACI Struct. J."},{"key":"e_1_3_1_21_1","unstructured":"Kris D. B. (2011). \u201cLeast squares support vector regression with applications to large-scale data: A statistical approach.\u201d Ph.D. thesis Faculty of Engineering KU Leuven Katholieke Universiteit Leuven Belgium."},{"key":"e_1_3_1_22_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000113"},{"key":"e_1_3_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-010-0432-2"},{"key":"e_1_3_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.engstruct.2004.01.011"},{"key":"e_1_3_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.02.003"},{"issue":"5","key":"e_1_3_1_26_1","first-page":"507","article-title":"Detailing of stirrup reinforcement","volume":"86","author":"Neal S. A.","year":"1989","journal-title":"ACI Struct. J."},{"issue":"2","key":"e_1_3_1_27_1","first-page":"164","article-title":"Shear strength of reinforced high strength concrete deep beams","volume":"98","author":"Oh J.-K.","year":"2001","journal-title":"ACI Struct. J."},{"key":"e_1_3_1_28_1","doi-asserted-by":"crossref","unstructured":"Olamaei J. Moradi M. and Kaboodi T. (2013). \u201cA new adaptive modified firefly algorithm to solve optimal capacitor placement problem.\u201d Proc. 2013 18th Conf. on Electrical Power Distribution Networks (EPDC) IEEE 1\u20136.","DOI":"10.1109\/EPDC.2013.6565962"},{"key":"e_1_3_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compstruc.2011.03.005"},{"issue":"10","key":"e_1_3_1_30_1","first-page":"50","article-title":"Comparative study of firefly algorithm and particle swarm optimization for noisy non-linear optimization problems","volume":"4","author":"Pal S. K.","year":"2012","journal-title":"Int. J. Intell. Syst. Appl."},{"issue":"7","key":"e_1_3_1_31_1","first-page":"657","article-title":"Strut-and-Tie model analysis for strength prediction of deep beams","volume":"106","author":"Park J. W.","year":"2007","journal-title":"ACI Struct. J."},{"issue":"3","key":"e_1_3_1_32_1","first-page":"201","article-title":"Shear strength of deep beams","volume":"79","author":"Smith K. N.","year":"1982","journal-title":"ACI Struct. J."},{"key":"e_1_3_1_33_1","doi-asserted-by":"publisher","DOI":"10.1142\/5089"},{"issue":"13","key":"e_1_3_1_34_1","first-page":"215","article-title":"A strut-and-tie model for deep beams subjected to combined top-and-bottom loading","volume":"75","author":"Tan K. H.","year":"1997","journal-title":"J. Struct. Eng."},{"issue":"37","key":"e_1_3_1_35_1","first-page":"395","article-title":"Web reinforcement effects on deep beams","volume":"92","author":"Tan K.-H.","year":"1995","journal-title":"ACI Struct. J."},{"key":"e_1_3_1_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compgeo.2010.11.002"},{"key":"e_1_3_1_37_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9445(2004)130:10(1534)"},{"key":"e_1_3_1_38_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"e_1_3_1_39_1","unstructured":"Wang H. and Hu D. (2005). \u201cComparison of SVM and LS-SVM for regression.\u201d Proc. Int. Conf. on Neural Networks and Brain IEEE New York 279\u2013283."},{"key":"e_1_3_1_40_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000293"},{"key":"e_1_3_1_41_1","volume-title":"Firefly algorithm","author":"Yang X.-S.","year":"2008"}],"updated-by":[{"DOI":"10.1061\/(asce)cp.1943-5487.0000485","type":"correction","label":"Correction","source":"publisher","updated":{"date-parts":[[2015,2,19]],"date-time":"2015-02-19T00:00:00Z","timestamp":1424304000000}}],"container-title":["Journal of Computing in Civil Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/ascelibrary.org\/doi\/pdf\/10.1061\/%28ASCE%29CP.1943-5487.0000466","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,9]],"date-time":"2022-06-09T23:57:20Z","timestamp":1654819040000},"score":1,"resource":{"primary":{"URL":"https:\/\/ascelibrary.org\/doi\/10.1061\/%28ASCE%29CP.1943-5487.0000466"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,1]]},"references-count":40,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2016,1]]}},"alternative-id":["10.1061\/(ASCE)CP.1943-5487.0000466"],"URL":"https:\/\/doi.org\/10.1061\/(asce)cp.1943-5487.0000466","relation":{"correction":[{"id-type":"doi","id":"10.1061\/(ASCE)CP.1943-5487.0000485","asserted-by":"object"}]},"ISSN":["0887-3801","1943-5487"],"issn-type":[{"value":"0887-3801","type":"print"},{"value":"1943-5487","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,1]]},"assertion":[{"value":"2014-05-30","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2014-11-14","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2015-01-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"04015002"}}