{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T12:26:25Z","timestamp":1773663985391,"version":"3.50.1"},"reference-count":66,"publisher":"American Society of Civil Engineers (ASCE)","issue":"5","content-domain":{"domain":["ascelibrary.org"],"crossmark-restriction":true},"short-container-title":["J. Comput. Civ. Eng."],"published-print":{"date-parts":[[2017,9]]},"DOI":"10.1061\/(asce)cp.1943-5487.0000668","type":"journal-article","created":{"date-parts":[[2017,3,31]],"date-time":"2017-03-31T14:07:50Z","timestamp":1490969270000},"update-policy":"https:\/\/doi.org\/10.1061\/do.news.20190416.0001","source":"Crossref","is-referenced-by-count":18,"title":["Novel Sparse Bayesian Learning and Its Application to Ground Motion Pattern Recognition"],"prefix":"10.1061","volume":"31","author":[{"given":"He-Qing","family":"Mu","sequence":"first","affiliation":[{"name":"Associate Professor, School of Civil Engineering and Transportation, South China Univ. of Technology, Guangzhou 510640, P.R. China; Associate Professor, State Key Laboratory of Subtropical Building Science, South China Univ. of Technology, Guangzhou 510640, P.R. China."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ka-Veng","family":"Yuen","sequence":"additional","affiliation":[{"name":"Professor, Faculty of Science and Technology, Univ. of Macau, Macao, China (corresponding author)."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"30","reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1193\/070913EQS198M"},{"key":"e_1_3_3_3_1","article-title":"Machine-learning methods for earthquake ground motion analysis and simulation","author":"Alimoradi A.","year":"2014","journal-title":"J. Eng. Mech."},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1002\/stc.424"},{"key":"e_1_3_3_5_1","volume-title":"Regression diagnostics: Identifying influential data and sources of collinearity","author":"Belsley D. A.","year":"2005"},{"issue":"3","key":"e_1_3_3_6_1","doi-asserted-by":"crossref","first-page":"608","DOI":"10.1785\/BSSA0890030608","article-title":"Generic finite-fault model for ground-motion prediction in eastern North America","volume":"89","author":"Beresnev I. A.","year":"1999","journal-title":"Bull. Seismol. Soc. Am."},{"key":"e_1_3_3_7_1","volume-title":"Pattern recognition and machine learning","author":"Bishop C. M.","year":"2006"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1785\/gssrl.81.5.783"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1785\/0120040073"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1193\/1.2830434"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1785\/0120020029"},{"key":"e_1_3_3_12_1","doi-asserted-by":"publisher","DOI":"10.1193\/062913EQS175M"},{"key":"e_1_3_3_13_1","article-title":"Slope collapse prediction using Bayesian framework with k-nearest neighbor density estimation: Case study in Taiwan","author":"Cheng M. Y.","year":"2014","journal-title":"J. Comput. Civ. Eng."},{"key":"e_1_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9399(2007)133:7(816)"},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enggeo.2015.10.015"},{"key":"e_1_3_3_16_1","doi-asserted-by":"publisher","DOI":"10.1193\/072813EQS219M"},{"key":"e_1_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10950-005-9006-7"},{"key":"e_1_3_3_18_1","article-title":"Experimental verification of substructure identification for damage detection in shear buildings","author":"DeVore C.","year":"2015","journal-title":"J. Eng. Mech."},{"key":"e_1_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000404"},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0012-8252(02)00112-5"},{"key":"e_1_3_3_21_1","first-page":"383","article-title":"Analysis of sparse Bayesian learning","volume":"14","author":"Faul A. C.","year":"2002","journal-title":"Proc., Advances in Neural Information Processing Systems"},{"key":"e_1_3_3_22_1","first-page":"37","article-title":"Bayesian analysis of heterogeneity in modeling of pavement fatigue cracking","author":"Gao L.","year":"2011","journal-title":"J. Comput. Civ. Eng."},{"key":"e_1_3_3_23_1","first-page":"427","article-title":"Performance-driven measurement system design for structural identification","author":"Goulet J. A.","year":"2012","journal-title":"J. Comput. Civ. Eng."},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0887-3801(2008)22:6(338)"},{"key":"e_1_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/b98818"},{"key":"e_1_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10518-013-9507-7"},{"key":"e_1_3_3_27_1","volume-title":"Earthquake engineering","author":"Hu J.","year":"2006"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12051"},{"key":"e_1_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.1193\/070613EQS195M"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2014.09.004"},{"issue":"2","key":"e_1_3_3_31_1","doi-asserted-by":"crossref","first-page":"469","DOI":"10.1785\/BSSA0830020469","article-title":"Methods for regression analysis of strong-motion data","volume":"83","author":"Joyner W. B.","year":"1993","journal-title":"Bull. Seismol. Soc. Am."},{"key":"e_1_3_3_32_1","article-title":"Bayesian Markov chain Monte Carlo model for determining optimum tender price in multifamily housing projects","author":"Kim S.","year":"2013","journal-title":"J. Comput. Civ. Eng."},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11803-015-0002-9"},{"key":"e_1_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.3.415"},{"key":"e_1_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0887-3801(2003)17:1(1)"},{"key":"e_1_3_3_36_1","article-title":"Stable robust extended Kalman filter","author":"Mu H. Q.","year":"2016","journal-title":"J. Aerosp. Eng."},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11803-014-0207-3"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)EM.1943-7889.0000810"},{"key":"e_1_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.1177\/1687814016662228"},{"key":"e_1_3_3_40_1","unstructured":"Muto M. M. (2007). \u201cApplication of stochastic simulation methods to system identification.\u201d Ph.D. thesis California Institute of Technology Pasadena CA."},{"key":"e_1_3_3_41_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0887-3801(2006)20:4(227)"},{"key":"e_1_3_3_42_1","unstructured":"Oh C. K. (2008). \u201cBayesian learning for earthquake engineering applications and structural health monitoring.\u201d Ph.D. thesis California Institute of Technology Pasadena CA."},{"key":"e_1_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9399(2008)134:12(1013)"},{"key":"e_1_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2015.07.007"},{"key":"e_1_3_3_45_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0887-3801(2005)19:3(239)"},{"key":"e_1_3_3_46_1","first-page":"3","article-title":"Feature selection using stochastic search: An application to system identification","author":"Saitta S.","year":"2009","journal-title":"J. Comput. Civ. Eng."},{"key":"e_1_3_3_47_1","doi-asserted-by":"publisher","DOI":"10.1785\/0120030147"},{"key":"e_1_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.1785\/0120080347"},{"key":"e_1_3_3_49_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742-2132\/13\/6\/912"},{"key":"e_1_3_3_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsv.2013.03.019"},{"key":"e_1_3_3_51_1","first-page":"421","article-title":"Automated color model-based concrete detection in construction-site images by using machine learning algorithms","author":"Son H.","year":"2011","journal-title":"J. Comput. Civ. Eng."},{"key":"e_1_3_3_52_1","doi-asserted-by":"publisher","DOI":"10.1193\/013013EQS017M"},{"key":"e_1_3_3_53_1","doi-asserted-by":"publisher","DOI":"10.1193\/070113EQS184M"},{"key":"e_1_3_3_54_1","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12169"},{"issue":"3","key":"e_1_3_3_55_1","first-page":"261","article-title":"A study on bedrock ground motion attenuation relation in Tangshan region, China","volume":"8","author":"Sun L.","year":"2003","journal-title":"Technol. Earthquake Disaster Prev."},{"key":"e_1_3_3_56_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10518-012-9350-2"},{"key":"e_1_3_3_57_1","doi-asserted-by":"publisher","DOI":"10.1080\/13632469.2011.587591"},{"key":"e_1_3_3_58_1","doi-asserted-by":"publisher","DOI":"10.1162\/15324430152748236"},{"key":"e_1_3_3_59_1","unstructured":"Tipping M. E. and Faul A. C. (2003). \u201cFast marginal likelihood maximisation for sparse Bayesian models.\u201d M. Bishop and B. J. Frey eds. Proc. 9th Int. Workshop on Artificial Intelligence and Statistics Key West FL."},{"key":"e_1_3_3_60_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.831016"},{"key":"e_1_3_3_61_1","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2006.1938"},{"key":"e_1_3_3_62_1","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2015.0032"},{"key":"e_1_3_3_63_1","doi-asserted-by":"publisher","DOI":"10.1002\/9780470824566"},{"issue":"1","key":"e_1_3_3_64_1","first-page":"30","article-title":"Peak ground acceleration estimation by linear and nonlinear models with reduced order Monte Carlo simulation","volume":"26","author":"Yuen K. V.","year":"2011","journal-title":"Comput.-Aided Civ. Infrastruct. Eng."},{"key":"e_1_3_3_65_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.probengmech.2012.06.002"},{"key":"e_1_3_3_66_1","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12146"},{"key":"e_1_3_3_67_1","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2013.2272462"}],"container-title":["Journal of Computing in Civil Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/ascelibrary.org\/doi\/pdf\/10.1061\/%28ASCE%29CP.1943-5487.0000668","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,22]],"date-time":"2023-08-22T23:23:17Z","timestamp":1692746597000},"score":1,"resource":{"primary":{"URL":"https:\/\/ascelibrary.org\/doi\/10.1061\/%28ASCE%29CP.1943-5487.0000668"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,9]]},"references-count":66,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2017,9]]}},"alternative-id":["10.1061\/(ASCE)CP.1943-5487.0000668"],"URL":"https:\/\/doi.org\/10.1061\/(asce)cp.1943-5487.0000668","relation":{},"ISSN":["0887-3801","1943-5487"],"issn-type":[{"value":"0887-3801","type":"print"},{"value":"1943-5487","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,9]]},"assertion":[{"value":"2016-02-26","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2016-12-08","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2017-03-31","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"04017031"}}