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Volumn 32, Issue 5, 2010, Pages 338-346

Recent developments of Bayesian model class selection and applications in civil engineering

Author keywords

Bayesian inference; Empirical relationship; Model class selection; Model updating; Regression; System identification

Indexed keywords

BAYESIAN NETWORKS; DAMAGE DETECTION; IDENTIFICATION (CONTROL SYSTEMS); INFERENCE ENGINES; NEURAL NETWORKS; REGRESSION ANALYSIS;

EID: 77953536521     PISSN: 01674730     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.strusafe.2010.03.011     Document Type: Article
Times cited : (182)

References (30)
  • 1
    • 0036539697 scopus 로고    scopus 로고
    • Bayesian updating of structural models and reliability using Markov chain Monte Carlo simulation
    • Beck J.L., Au S.K. Bayesian updating of structural models and reliability using Markov chain Monte Carlo simulation. J Eng Mech (ASCE) 2002, 128(4):380-391.
    • (2002) J Eng Mech (ASCE) , vol.128 , Issue.4 , pp. 380-391
    • Beck, J.L.1    Au, S.K.2
  • 2
    • 0000235984 scopus 로고    scopus 로고
    • Updating models and their uncertainties. I: Bayesian statistical framework
    • Beck J.L., Katafygiotis L.S. Updating models and their uncertainties. I: Bayesian statistical framework. J Eng Mech (ASCE) 1998, 124(4):455-461.
    • (1998) J Eng Mech (ASCE) , vol.124 , Issue.4 , pp. 455-461
    • Beck, J.L.1    Katafygiotis, L.S.2
  • 3
    • 1342266172 scopus 로고    scopus 로고
    • Model selection using response measurements: Bayesian probabilistic approach
    • Beck J.L., Yuen K.-V. Model selection using response measurements: Bayesian probabilistic approach. J Eng Mech (ASCE) 2004, 130(2):192-203.
    • (2004) J Eng Mech (ASCE) , vol.130 , Issue.2 , pp. 192-203
    • Beck, J.L.1    Yuen, K.-V.2
  • 4
    • 77953541169 scopus 로고
    • Estimation of response spectra and peak accelerations from Western North American earthquakes: an interim report. Technical report open-file report 93-509, US geological survey.
    • Boore DM, Joyner WB, Fumal TE. Estimation of response spectra and peak accelerations from Western North American earthquakes: an interim report. Technical report open-file report 93-509, US geological survey; 1993.
    • (1993)
    • Boore, D.M.1    Joyner W.B2    Fumal, T.E.3
  • 5
    • 0000374195 scopus 로고
    • Further analysis of the Joyner-Boore attenuation data
    • Brillinger D.R., Preisler H.K. Further analysis of the Joyner-Boore attenuation data. Bull Seismolog Soc Am 1985, 75(2):611-614.
    • (1985) Bull Seismolog Soc Am , vol.75 , Issue.2 , pp. 611-614
    • Brillinger, D.R.1    Preisler, H.K.2
  • 6
    • 77953540684 scopus 로고    scopus 로고
    • China Earthquake Data Center.
    • China Earthquake Data Center. http://smsd-iem.net/eqkview.asp.
  • 7
    • 34347268472 scopus 로고    scopus 로고
    • Transitional Markov chain Monte Carlo method for Bayesian model updating, model class selection and model averaging
    • Ching J., Chen Y.C. Transitional Markov chain Monte Carlo method for Bayesian model updating, model class selection and model averaging. J Eng Mech (ASCE) 2007, 133(7):816-832.
    • (2007) J Eng Mech (ASCE) , vol.133 , Issue.7 , pp. 816-832
    • Ching, J.1    Chen, Y.C.2
  • 8
    • 33644803177 scopus 로고    scopus 로고
    • Structural model updating and health monitoring with incomplete modal data using Gibbs sampler
    • Ching J., Muto M., Beck J.L. Structural model updating and health monitoring with incomplete modal data using Gibbs sampler. Comput Aided Civil Infrastruct Eng 2006, 21(4):242-257.
    • (2006) Comput Aided Civil Infrastruct Eng , vol.21 , Issue.4 , pp. 242-257
    • Ching, J.1    Muto, M.2    Beck, J.L.3
  • 10
    • 0002600688 scopus 로고
    • Bayesian inductive inference and maximum entropy
    • Kluwer Academic Publisher, Boston, J. Skilling (Ed.)
    • Gull S.F. Bayesian inductive inference and maximum entropy. Maximum entropy and Bayesian methods 1988, 53-74. Kluwer Academic Publisher, Boston. J. Skilling (Ed.).
    • (1988) Maximum entropy and Bayesian methods , pp. 53-74
    • Gull, S.F.1
  • 11
    • 64549146639 scopus 로고    scopus 로고
    • Prediction of daily averaged PM10 concentrations by statistical time-varying model
    • Hoi K.-I., Yuen K.-V., Mok K.-M. Prediction of daily averaged PM10 concentrations by statistical time-varying model. Atmos Environ 2009, 43(16):2579-2581.
    • (2009) Atmos Environ , vol.43 , Issue.16 , pp. 2579-2581
    • Hoi, K.-I.1    Yuen, K.-V.2    Mok, K.-M.3
  • 13
    • 0001616392 scopus 로고
    • Peak horizontal acceleration and velocity from strong-motion records including records from the 1979 Imperial Valley, California, earthquake
    • Joyner W.B., Boore D.M. Peak horizontal acceleration and velocity from strong-motion records including records from the 1979 Imperial Valley, California, earthquake. Bull Seismolog Soc Am 1981, 71(6):2011-2038.
    • (1981) Bull Seismolog Soc Am , vol.71 , Issue.6 , pp. 2011-2038
    • Joyner, W.B.1    Boore, D.M.2
  • 14
    • 0035425017 scopus 로고    scopus 로고
    • Bayesian spectral density approach for modal updating using ambient data
    • Katafygiotis L.S., Yuen K.-V. Bayesian spectral density approach for modal updating using ambient data. Earthquake Eng Struct Dyn 2001, 30(8):1103-1123.
    • (2001) Earthquake Eng Struct Dyn , vol.30 , Issue.8 , pp. 1103-1123
    • Katafygiotis, L.S.1    Yuen, K.-V.2
  • 15
    • 77953534324 scopus 로고    scopus 로고
    • Design and application of neural networks. Shokodo (Tokyo); [chapter 3].
    • Kermanshahi B. Design and application of neural networks. Shokodo (Tokyo); 1999 [chapter 3].
    • (1999)
    • Kermanshahi, B.1
  • 17
    • 0001927585 scopus 로고
    • On information and sufficiency
    • Kullback S., Leibler R.A. On information and sufficiency. Ann Math Stat 1951, 22(1):79-86.
    • (1951) Ann Math Stat , vol.22 , Issue.1 , pp. 79-86
    • Kullback, S.1    Leibler, R.A.2
  • 18
    • 0032003372 scopus 로고    scopus 로고
    • Localization of damaged structural connections based on experimental modal and sensitivity analysis
    • Lam H.F., Ko J.M., Wong C.W. Localization of damaged structural connections based on experimental modal and sensitivity analysis. J Sound Vib 1998, 210(1):91-115.
    • (1998) J Sound Vib , vol.210 , Issue.1 , pp. 91-115
    • Lam, H.F.1    Ko, J.M.2    Wong, C.W.3
  • 19
    • 33644811545 scopus 로고    scopus 로고
    • Structural health monitoring via measured Ritz vectors utilizing artificial neural networks
    • Lam H.F., Yuen K.-V., Beck J.L. Structural health monitoring via measured Ritz vectors utilizing artificial neural networks. Comput Aided Civil Infrastruct Eng 2006, 21(4):232-241.
    • (2006) Comput Aided Civil Infrastruct Eng , vol.21 , Issue.4 , pp. 232-241
    • Lam, H.F.1    Yuen, K.-V.2    Beck, J.L.3
  • 20
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • Mackay D.J.C. Bayesian interpolation. Neural Comput 1992, 4(3):415-447.
    • (1992) Neural Comput , vol.4 , Issue.3 , pp. 415-447
    • Mackay, D.J.C.1
  • 22
    • 75949102267 scopus 로고    scopus 로고
    • Bayesian probabilistic approach for the correlations of compressibility index for marine clays
    • Yan W.M., Yuen K.V., Yoon G.L. Bayesian probabilistic approach for the correlations of compressibility index for marine clays. J Geotechn Geoenviron Eng (ASCE) 2009, 135(12):1932-1940.
    • (2009) J Geotechn Geoenviron Eng (ASCE) , vol.135 , Issue.12 , pp. 1932-1940
    • Yan, W.M.1    Yuen, K.V.2    Yoon, G.L.3
  • 23
    • 77953541973 scopus 로고    scopus 로고
    • PhD thesis: model selection, identification and robust control for dynamical systems. Technical report EERL 2002-03, California Institute of Technology, Pasadena (USA).
    • Yuen K.-V. PhD thesis: model selection, identification and robust control for dynamical systems. Technical report EERL 2002-03, California Institute of Technology, Pasadena (USA); 2002.
    • (2002)
    • Yuen, K.V.1
  • 25
    • 0037232024 scopus 로고    scopus 로고
    • Updating properties of nonlinear dynamical systems with uncertain input
    • Yuen K.-V., Beck J.L. Updating properties of nonlinear dynamical systems with uncertain input. J Eng Mech (ASCE) 2003, 129(1):9-20.
    • (2003) J Eng Mech (ASCE) , vol.129 , Issue.1 , pp. 9-20
    • Yuen, K.-V.1    Beck, J.L.2
  • 26
    • 0036532079 scopus 로고    scopus 로고
    • Probabilistic approach for modal identification using non-stationary noisy response measurements only
    • Yuen K.-V., Beck J.L., Katafygiotis L.S. Probabilistic approach for modal identification using non-stationary noisy response measurements only. Earthquake Eng Struct Dyn 2002, 31(4):1007-1023.
    • (2002) Earthquake Eng Struct Dyn , vol.31 , Issue.4 , pp. 1007-1023
    • Yuen, K.-V.1    Beck, J.L.2    Katafygiotis, L.S.3
  • 27
    • 33644815392 scopus 로고    scopus 로고
    • Substructure identification and health monitoring using response measurement only
    • Yuen K.-V., Katafygiotis L. Substructure identification and health monitoring using response measurement only. Comput Aided Civil Infrastruct Eng 2006, 21(4):280-291.
    • (2006) Comput Aided Civil Infrastruct Eng , vol.21 , Issue.4 , pp. 280-291
    • Yuen, K.-V.1    Katafygiotis, L.2
  • 28
    • 0035399965 scopus 로고    scopus 로고
    • Bayesian time-domain approach for modal updating using ambient data
    • Yuen K.-V., Katafygiotis L.S. Bayesian time-domain approach for modal updating using ambient data. Probabilist Eng Mech 2001, 16(3):219-231.
    • (2001) Probabilist Eng Mech , vol.16 , Issue.3 , pp. 219-231
    • Yuen, K.-V.1    Katafygiotis, L.S.2
  • 29
    • 12444255191 scopus 로고    scopus 로고
    • Model updating using response measurements without knowledge of the input spectrum
    • Yuen K.-V., Katafygiotis L.S. Model updating using response measurements without knowledge of the input spectrum. Earthquake Eng Struct Dyn 2005, 34(2):167-187.
    • (2005) Earthquake Eng Struct Dyn , vol.34 , Issue.2 , pp. 167-187
    • Yuen, K.-V.1    Katafygiotis, L.S.2
  • 30
    • 33644976627 scopus 로고    scopus 로고
    • On the complexity of artificial neural networks for smart structures monitoring
    • Yuen K.-V., Lam H.F. On the complexity of artificial neural networks for smart structures monitoring. Eng Struct 2006, 28(7):977-984.
    • (2006) Eng Struct , vol.28 , Issue.7 , pp. 977-984
    • Yuen, K.-V.1    Lam, H.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.