메뉴 건너뛰기




Volumn 6, Issue 2, 2012, Pages 128-140

Earthquake disaster risk index for Canadian cities using Bayesian belief networks

Author keywords

Bayesian belief network; decision making; infrastructures; risk assessment; seismic risk index; uncertainty

Indexed keywords

BAYESIAN ANALYSIS; DECISION MAKING; EARTHQUAKE; HIERARCHICAL SYSTEM; INFRASTRUCTURE; NATURAL DISASTER; RESOURCE ALLOCATION; RISK ASSESSMENT; UNCERTAINTY ANALYSIS;

EID: 84860344207     PISSN: 17499518     EISSN: 17499526     Source Type: Journal    
DOI: 10.1080/17499518.2011.650147     Document Type: Article
Times cited : (46)

References (42)
  • 1
    • 0033502293 scopus 로고    scopus 로고
    • Seismic risk assessment for the territory of Armenia and strategy of its mitigation
    • Balassanian, S.Y. 1999. Seismic risk assessment for the territory of Armenia and strategy of its mitigation. Natural Hazards, 20(1): 43-55.
    • (1999) Natural Hazards , vol.20 , Issue.1 , pp. 43-55
    • Balassanian, S.Y.1
  • 2
    • 77951643928 scopus 로고    scopus 로고
    • Seismic vulnerability and risk evaluation methods for urban areas. A review with application to a pilot area
    • Barbat, A.H. 2009. Seismic vulnerability and risk evaluation methods for urban areas. A review with application to a pilot area. Structure and Infrastructure Engineering, 6(1): 17-38.
    • (2009) Structure and Infrastructure Engineering , vol.6 , Issue.1 , pp. 17-38
    • Barbat, A.H.1
  • 6
    • 47549108101 scopus 로고    scopus 로고
    • Estimation of probabilistic seismic losses and the public economic resilience - an approach for a macroeconomic impact evaluation
    • Cardona, O.D. 2008. Estimation of probabilistic seismic losses and the public economic resilience - an approach for a macroeconomic impact evaluation. Journal of Earthquake Engineering, 12(1): 60-70.
    • (2008) Journal of Earthquake Engineering , vol.12 , Issue.1 , pp. 60-70
    • Cardona, O.D.1
  • 7
    • 33846125924 scopus 로고    scopus 로고
    • Urban seismic risk evaluation: a holistic approach
    • Carreño, M.-L., Cardona, O.D. and Barbat, A.H. 2007. Urban seismic risk evaluation: a holistic approach. Natural Hazards, 40(1): 137-172.
    • (2007) Natural Hazards , vol.40 , Issue.1 , pp. 137-172
    • Carreño, M.-L.1    Cardona, O.D.2    Barbat, A.H.3
  • 9
    • 0032464775 scopus 로고    scopus 로고
    • Assessment of global seismic loss based on macroeconomic indicators
    • Chan, L.S. 1998. Assessment of global seismic loss based on macroeconomic indicators. Natural Hazards, 17: 269-283.
    • (1998) Natural Hazards , vol.17 , pp. 269-283
    • Chan, L.S.1
  • 10
    • 0022888961 scopus 로고
    • Variance reduction methods
    • In: Wilson J., Henriksen J., Rovers S., editors Piscataway, NJ: IEEE Press
    • Cheng, R.C.H. 8-10 December 1986. "Variance reduction methods". In Proceedings of the 1986 Winter Simulation Conference, Edited by: Wilson, J., Henriksen, J. and Rovers, S. 8-10 December, 60-68. Piscataway, NJ: IEEE Press.
    • (1986) Proceedings of the 1986 Winter Simulation Conference , pp. 60-68
    • Cheng, R.C.H.1
  • 13
    • 34249832377 scopus 로고
    • A Bayesian method for the induction of probabilistic networks from data
    • Cooper, G.F., and Herskovits, E. 1992. A Bayesian method for the induction of probabilistic networks from data. Machine Learning, 9: 309-347.
    • (1992) Machine Learning , vol.9 , pp. 309-347
    • Cooper, G.F.1    Herskovits, E.2
  • 14
    • 0003395515 scopus 로고    scopus 로고
    • Stanford, CA: Stanford University, The John A. Blume Earthquake Engineering Center
    • Davidson, R.A., and Shah, H.C. 1997. An urban disaster risk index, Stanford, CA: Stanford University, The John A. Blume Earthquake Engineering Center.
    • (1997) An urban disaster risk index
    • Davidson, R.A.1    Shah, H.C.2
  • 16
    • 80053585716 scopus 로고    scopus 로고
    • Developing a road performance index using a Bayesian belief network model
    • Ismail, M.A. 2011. Developing a road performance index using a Bayesian belief network model. Journal of the Franklin Institute, 348(9): 2539-2555.
    • (2011) Journal of the Franklin Institute , vol.348 , Issue.9 , pp. 2539-2555
    • Ismail, M.A.1
  • 18
    • 77950601355 scopus 로고    scopus 로고
    • Methodology for Bayesian belief network development to facilitate compliance with water quality regulations
    • Joseph, S.A., Adams, B.J. and McCabe, B. 2010. Methodology for Bayesian belief network development to facilitate compliance with water quality regulations. Journal of Infrastructure Systems, 16(1): 58-65.
    • (2010) Journal of Infrastructure Systems , vol.16 , Issue.1 , pp. 58-65
    • Joseph, S.A.1    Adams, B.J.2    McCabe, B.3
  • 20
    • 0022082314 scopus 로고
    • Subjective probabilities for earthquake damage and loss
    • Kiremidjian, A. 1985. Subjective probabilities for earthquake damage and loss. Structural Safety, 1: 309-317.
    • (1985) Structural Safety , vol.1 , pp. 309-317
    • Kiremidjian, A.1
  • 21
    • 0029322870 scopus 로고
    • Sensitivity analysis for probability assessments in Bayesian networks
    • Laskey, K.B. 1995. Sensitivity analysis for probability assessments in Bayesian networks. IEEE Transactions on Systems Man and Cybernetics, 25(6): 901-909.
    • (1995) IEEE Transactions on Systems Man and Cybernetics , vol.25 , Issue.6 , pp. 901-909
    • Laskey, K.B.1
  • 22
    • 77954694245 scopus 로고    scopus 로고
    • Assessment of catastrophic risk using Bayesian network constructed from domain knowledge and spatial data
    • Li, L. 2010. Assessment of catastrophic risk using Bayesian network constructed from domain knowledge and spatial data. Risk Analysis, 30(7): 1157-1174.
    • (2010) Risk Analysis , vol.30 , Issue.7 , pp. 1157-1174
    • Li, L.1
  • 23
    • 56949089201 scopus 로고    scopus 로고
    • Constrained optimization of component reliabilities in complex systems
    • Nishijima, K. 2009. Constrained optimization of component reliabilities in complex systems. Structural Safety, 31: 168-178.
    • (2009) Structural Safety , vol.31 , pp. 168-178
    • Nishijima, K.1
  • 24
    • 54249124829 scopus 로고    scopus 로고
    • Norsys Software Corp. [online]. Available from: [Accessed July 20]
    • Norsys Software Corp. 2006. Netica TM application [online]. Available from: http://www.norsys.com [Accessed July 20].
    • (2006) Netica TM application
  • 26
    • 77649273580 scopus 로고    scopus 로고
    • Applying the HAZUS-MH software tool to assess seismic risk in downtown Ottawa, Canada
    • Ploeger, S.K., Atkinson, G.M. and Samson, C. 2010. Applying the HAZUS-MH software tool to assess seismic risk in downtown Ottawa, Canada. Natural Hazards, 53(1): 1-20.
    • (2010) Natural Hazards , vol.53 , Issue.1 , pp. 1-20
    • Ploeger, S.K.1    Atkinson, G.M.2    Samson, C.3
  • 31
    • 84986980101 scopus 로고
    • Sequential updating of conditional probabilities on directed graphical structures
    • Spiegelhalter, D.J. and Lauritzen, S.L. 1990. Sequential updating of conditional probabilities on directed graphical structures. Networks, 20: 579-605.
    • (1990) Networks , vol.20 , pp. 579-605
    • Spiegelhalter, D.J.1    Lauritzen, S.L.2
  • 32
    • 77956827695 scopus 로고    scopus 로고
    • Bayesian network enhanced with structural reliability methods: methodology
    • Straub, D. and Der Kiureghian, A. 2010a. Bayesian network enhanced with structural reliability methods: methodology. Journal of Engineering Mechanics, 136(10): 1248-1258.
    • (2010) Journal of Engineering Mechanics , vol.136 , Issue.10 , pp. 1248-1258
    • Straub, D.1    Der Kiureghian, A.2
  • 33
    • 77956827695 scopus 로고    scopus 로고
    • Bayesian network enhanced with structural reliability methods: application
    • Straub, D. and Der Kiureghian, A. 2010b. Bayesian network enhanced with structural reliability methods: application. Journal of Engineering Mechanics, 136(10): 1259-1270.
    • (2010) Journal of Engineering Mechanics , vol.136 , Issue.10 , pp. 1259-1270
    • Straub, D.1    Der Kiureghian, A.2
  • 34
    • 54249138162 scopus 로고    scopus 로고
    • Bayesian belief network to assess carbonation-induced corrosion in reinforced concrete
    • Tesfamariam, S. and Martín-Pérez, B. 2008. Bayesian belief network to assess carbonation-induced corrosion in reinforced concrete. ASCE Journal of Materials in Civil Engineering, 20(11): 707-717.
    • (2008) ASCE Journal of Materials in Civil Engineering , vol.20 , Issue.11 , pp. 707-717
    • Tesfamariam, S.1    Martín-Pérez, B.2
  • 35
    • 53349161759 scopus 로고    scopus 로고
    • Seismic risk assessment of reinforced concrete buildings using fuzzy synthetic evaluation
    • Tesfamariam, S. and Saaticoglu, M. 2008. Seismic risk assessment of reinforced concrete buildings using fuzzy synthetic evaluation. Journal of Earthquake Engineering, 12(7): 1157-1184.
    • (2008) Journal of Earthquake Engineering , vol.12 , Issue.7 , pp. 1157-1184
    • Tesfamariam, S.1    Saaticoglu, M.2
  • 36
  • 37
    • 73649142080 scopus 로고    scopus 로고
    • Decision making under uncertainty - an example for seismic risk management
    • Tesfamariam, S., Sadiq, R. and Najjaran, H. 2010. Decision making under uncertainty - an example for seismic risk management. Risk Analysis, 30(1): 78-94.
    • (2010) Risk Analysis , vol.30 , Issue.1 , pp. 78-94
    • Tesfamariam, S.1    Sadiq, R.2    Najjaran, H.3
  • 39
    • 84859434921 scopus 로고    scopus 로고
    • Overview on Bayesian networks applications for dependability, risk analysis and maintenance areas
    • (to appear)
    • Weber, P., et al., 2010. Overview on Bayesian networks applications for dependability, risk analysis and maintenance areas. Engineering Applications of Artificial Intelligence. doi:10.1016/j.engappai.2010.06.002 (to appear).
    • (2010) Engineering Applications of Artificial Intelligence
    • Weber, P.1
  • 40
    • 0036162374 scopus 로고    scopus 로고
    • Seismic hazard and loss estimation for Central America
    • Yong, C. 2002. Seismic hazard and loss estimation for Central America. Natural Hazards, 25(1): 161-175.
    • (2002) Natural Hazards , vol.25 , Issue.1 , pp. 161-175
    • Yong, C.1
  • 41
    • 0028385414 scopus 로고
    • Fuzzy logic, neural networks, and soft computing
    • Zadeh, L.A. 1994. Fuzzy logic, neural networks, and soft computing. Communication of the ACM, 37(3): 77-84.
    • (1994) Communication of the ACM , vol.37 , Issue.3 , pp. 77-84
    • Zadeh, L.A.1
  • 42
    • 9144228183 scopus 로고    scopus 로고
    • Hierarchy of factors of seismic danger in four towns in Colima State, Mexico
    • Zobin, V.M. and Ventura-Ramirez, J.F. 2004. Hierarchy of factors of seismic danger in four towns in Colima State, Mexico. Natural Hazards, 33(1): 427-438.
    • (2004) Natural Hazards , vol.33 , Issue.1 , pp. 427-438
    • Zobin, V.M.1    Ventura-Ramirez, J.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.