메뉴 건너뛰기




Volumn 134, Issue 12, 2008, Pages 1013-1020

Bayesian learning using automatic relevance determination prior with an application to earthquake early warning

Author keywords

Bayesian analysis; Earthquakes; Forecasting; Seismic effects

Indexed keywords

BAYESIAN NETWORKS; DYNAMIC RESPONSE; EARTHQUAKES; LEARNING SYSTEMS; SOIL LIQUEFACTION; SOIL MECHANICS; SOILS;

EID: 56449107906     PISSN: 07339399     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0733-9399(2008)134:12(1013)     Document Type: Article
Times cited : (36)

References (28)
  • 1
    • 0016355478 scopus 로고
    • "A new look at the statistical identification model"
    • IETAA90018-928610.1109/TAC.1974.1100705
    • Akaike, H. (1974). "A new look at the statistical identification model." IEEE Trans. Autom. Control IETAA90018-928610.1109/ TAC.1974.1100705, 19, 716-723.
    • (1974) IEEE Trans. Autom. Control , vol.19 , pp. 716-723
    • Akaike, H.1
  • 2
    • 0038418044 scopus 로고    scopus 로고
    • "The potential for earthquake early warning in Southern California"
    • SCIEAS0036-8075
    • Allen, R. M., and Kanamori, H. (2003). "The potential for earthquake early warning in Southern California." Science SCIEAS0036-8075, 300, 786-789.
    • (2003) Science , vol.300 , pp. 786-789
    • Allen, R.M.1    Kanamori, H.2
  • 3
    • 0000235984 scopus 로고    scopus 로고
    • "Updating models and their uncertainties. I: Bayesian statistical framework"
    • JENMDT0733-939910.1061/(ASCE)0733-9399(1998)124:4(455)
    • Beck, J. L., and Katafygiotis, L. S. (1998). "Updating models and their uncertainties. I: Bayesian statistical framework." J. Eng. Mech. JENMDT0733-939910.1061/(ASCE)0733-9399(1998)124:4(455), 124(4), 455-461.
    • (1998) J. Eng. Mech. , vol.124 , Issue.4 , pp. 455-461
    • Beck, J.L.1    Katafygiotis, L.S.2
  • 4
    • 1342266172 scopus 로고    scopus 로고
    • "Model selection using response measurements: Bayesian probabilistic approach"
    • JENMDT0733-939910.1061/(ASCE)0733-9399(2004)130:2(192)
    • Beck, J. L., and Yuen, K. V. (2004). "Model selection using response measurements: Bayesian probabilistic approach." J. Eng. Mech. JENMDT0733-939910.1061/(ASCE)0733-9399(2004)130:2(192), 130(2), 192-203.
    • (2004) J. Eng. Mech. , vol.130 , Issue.2 , pp. 192-203
    • Beck, J.L.1    Yuen, K.V.2
  • 6
    • 33644508781 scopus 로고    scopus 로고
    • "Creating the virtual seismologist: Developments in ground motion characterization and seismic early warning"
    • Ph.D. thesis, California Institute of Technology, Pasadena, Calif
    • Cua, G. B. (2005). "Creating the virtual seismologist: Developments in ground motion characterization and seismic early warning." Ph.D. thesis, California Institute of Technology, Pasadena, Calif.
    • (2005)
    • Cua, G.B.1
  • 8
    • 84899019663 scopus 로고    scopus 로고
    • "Analysis of sparse Bayesian learning"
    • ZZZZZZ1049-5258
    • Faul, A. C., and Tipping, M. E. (2002). "Analysis of sparse Bayesian learning." Adv. Neural Inf. Process. Syst. ZZZZZZ1049-5258, 14, 383-389.
    • (2002) Adv. Neural Inf. Process. Syst. , vol.14 , pp. 383-389
    • Faul, A.C.1    Tipping, M.E.2
  • 9
    • 36248957573 scopus 로고    scopus 로고
    • "Automated decision procedure for earthquake early warning"
    • ENSTDF0141-0296
    • Grasso, V. F., Beck, J. L., and Manfredi, G. (2007). "Automated decision procedure for earthquake early warning." Eng. Struct. ENSTDF0141-0296, 29, 3455-3463.
    • (2007) Eng. Struct. , vol.29 , pp. 3455-3463
    • Grasso, V.F.1    Beck, J.L.2    Manfredi, G.3
  • 10
    • 0000667897 scopus 로고
    • "The character of high-frequency strong ground motion"
    • BSSAAP0037-1106
    • Hanks, T. C., and McGuire, R. K. (1981). "The character of high-frequency strong ground motion." Bull. Seismol. Soc. Am. BSSAAP0037-1106, 71(6), 2071-2095.
    • (1981) Bull. Seismol. Soc. Am. , vol.71 , Issue.6 , pp. 2071-2095
    • Hanks, T.C.1    McGuire, R.K.2
  • 11
    • 0000870258 scopus 로고
    • "Inversion of strong ground motion and teleseismic waveform data for the fault rupture history of the 1979 Imperial Valley, California earthquake"
    • BSSAAP0037-1106
    • Hartzell, S., and Heaton, T. (1983). "Inversion of strong ground motion and teleseismic waveform data for the fault rupture history of the 1979 Imperial Valley, California earthquake." Bull. Seismol. Soc. Am. BSSAAP0037-1106, 73, 1553-1583.
    • (1983) Bull. Seismol. Soc. Am. , vol.73 , pp. 1553-1583
    • Hartzell, S.1    Heaton, T.2
  • 12
    • 21844471796 scopus 로고    scopus 로고
    • "Ground motion and rupture process of the 2004 mid-Niigata prefecture earthquake obtained from strong motion data of K-NET and KiK-net"
    • EPSPFJ1343-8832
    • Honda, R., Aoi, S., Morikawa, N., Sekiguchi, H., Kunugi, T., and Fugiwara, H. (2005). "Ground motion and rupture process of the 2004 mid-Niigata prefecture earthquake obtained from strong motion data of K-NET and KiK-net." Earth, Planets Space EPSPFJ1343-8832, 57, 527-532.
    • (2005) Earth, Planets Space , vol.57 , pp. 527-532
    • Honda, R.1    Aoi, S.2    Morikawa, N.3    Sekiguchi, H.4    Kunugi, T.5    Fugiwara, H.6
  • 13
    • 0347530100 scopus 로고    scopus 로고
    • "Slip history and dynamic implications of the 1999 Chi-Chi, Taiwan, earthquake"
    • JGREA20148-0227
    • Ji, C., Helmberger, D. V., Wald, D. J., and Ma, K. F. (2003). "Slip history and dynamic implications of the 1999 Chi-Chi, Taiwan, earthquake." J. Geophys. Res. JGREA20148-0227, 108(B9), 2412.
    • (2003) J. Geophys. Res. , vol.108 , Issue.B9 , pp. 2412
    • Ji, C.1    Helmberger, D.V.2    Wald, D.J.3    Ma, K.F.4
  • 14
    • 0000234257 scopus 로고
    • "The evidence framework applied to classification networks"
    • NEUCEB0899-766710.1162/neco.1992.4.5.720
    • Mackay, D. J. C. (1992). "The evidence framework applied to classification networks." Neural Comput. NEUCEB0899-766710.1162/ neco.1992.4.5.720, 4, 720-736.
    • (1992) Neural Comput. , vol.4 , pp. 720-736
    • Mackay, D.J.C.1
  • 15
    • 0028698662 scopus 로고
    • "Bayesian non-linear modelling for the prediction competition"
    • ASHTAG0001-2505
    • Mackay, D. J. C. (1994). "Bayesian non-linear modelling for the prediction competition." ASHRAE Trans. ASHTAG0001-2505, 100(2), 1053-1062.
    • (1994) ASHRAE Trans. , vol.100 , Issue.2 , pp. 1053-1062
    • Mackay, D.J.C.1
  • 16
    • 38149065122 scopus 로고    scopus 로고
    • "Bayesian updating and model class selection for hysteretic structural models using stochastic simulation"
    • JVCOFX1077-5463
    • Muto, M., and Beck, J. L. (2008). "Bayesian updating and model class selection for hysteretic structural models using stochastic simulation." J. Vib. Control JVCOFX1077-5463, 14, 7-34.
    • (2008) J. Vib. Control , vol.14 , pp. 7-34
    • Muto, M.1    Beck, J.L.2
  • 17
    • 56449097076 scopus 로고    scopus 로고
    • "Bayesian learning for earthquake engineering applications and structural health monitoring"
    • Ph.D. thesis, California Institute of Technology, Pasadena, Calif
    • Oh, C. K. (2007). "Bayesian learning for earthquake engineering applications and structural health monitoring." Ph.D. thesis, California Institute of Technology, Pasadena, Calif.
    • (2007)
    • Oh, C.K.1
  • 18
    • 65249162861 scopus 로고    scopus 로고
    • "Sparse Bayesian learning for structural health monitoring"
    • San Diego, Dept. of Civil Engineering, Univ. of Southern California, Los Angeles
    • Oh, C. K., and Beck, J. L. (2006). "Sparse Bayesian learning for structural health monitoring." Proc., 4th World Conf. on Structural Control and Monitoring, San Diego, Dept. of Civil Engineering, Univ. of Southern California, Los Angeles.
    • (2006) Proc., 4th World Conf. on Structural Control and Monitoring
    • Oh, C.K.1    Beck, J.L.2
  • 19
    • 0000120766 scopus 로고
    • "Estimating the dimension of a model"
    • ASTSC70090-536410.1214/aos/1176344136
    • Schwarz, G. (1978). "Estimating the dimension of a model." Ann. Stat. ASTSC70090-536410.1214/aos/1176344136, 6(2), 461-464.
    • (1978) Ann. Stat. , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.1
  • 20
    • 0036477237 scopus 로고    scopus 로고
    • "Rupture process of the 1999 Kocaeli, Turkey, earthquake estimated from strong-motion wave forms"
    • BSSAAP0037-1106
    • Sekiguchi, H., and Iwata, T. (2002). "Rupture process of the 1999 Kocaeli, Turkey, earthquake estimated from strong-motion wave forms." Bull. Seismol. Soc. Am. BSSAAP0037-1106, 92, 300-311.
    • (2002) Bull. Seismol. Soc. Am. , vol.92 , pp. 300-311
    • Sekiguchi, H.1    Iwata, T.2
  • 21
    • 84856043672 scopus 로고
    • "A mathematical theory of communication"
    • BSTJAN0005-8580 379-423
    • Shannon, C. E. (1948). "A mathematical theory of communication." Bell Syst. Tech. J. BSTJAN0005-8580, 27, 379-423 and 623-656.
    • (1948) Bell Syst. Tech. J. , vol.27 , pp. 623-656
    • Shannon, C.E.1
  • 22
    • 35048822888 scopus 로고    scopus 로고
    • "Bayesian inference: An introduction of principles and practice in machine learning"
    • Springer, New York
    • Tipping, M. E. (2004). "Bayesian inference: An introduction of principles and practice in machine learning." Advanced lectures on machine Learning, Springer, New York, 41-62.
    • (2004) Advanced Lectures on Machine Learning , pp. 41-62
    • Tipping, M.E.1
  • 23
    • 0345099243 scopus 로고    scopus 로고
    • "Broadband modeling of the 2002 Denali fault earthquake on the earth simulator"
    • PEPIAM0031-9201
    • Tsuboi, S., Komatitsch, D., Ji, C., and Tromp, J. (2003). "Broadband modeling of the 2002 Denali fault earthquake on the earth simulator." Phys. Earth Planet. Inter. PEPIAM0031-9201, 139, 305-312.
    • (2003) Phys. Earth Planet. Inter. , vol.139 , pp. 305-312
    • Tsuboi, S.1    Komatitsch, D.2    Ji, C.3    Tromp, J.4
  • 24
    • 0030430010 scopus 로고    scopus 로고
    • "Slip history of the 1995 Kobe, Japan, earthquake determined from strong motion, teleseismic, and geodetic data"
    • JPHEAF0022-3743
    • Wald, D. J. (1996). "Slip history of the 1995 Kobe, Japan, earthquake determined from strong motion, teleseismic, and geodetic data." J. Phys. Earth JPHEAF0022-3743, 44, 489-503.
    • (1996) J. Phys. Earth , vol.44 , pp. 489-503
    • Wald, D.J.1
  • 25
    • 0028585448 scopus 로고
    • "Spatial and temporal distribution of slip for the 1992 Landers, California earthquake"
    • BSSAAP0037-1106
    • Wald, D. J., and Heaton, T. (1994). "Spatial and temporal distribution of slip for the 1992 Landers, California earthquake." Bull. Seismol. Soc. Am. BSSAAP0037-1106, 84, 668-691.
    • (1994) Bull. Seismol. Soc. Am. , vol.84 , pp. 668-691
    • Wald, D.J.1    Heaton, T.2
  • 26
    • 0026304626 scopus 로고
    • "Rupture model of the 1989 Loma Prieta earthquake from the inversion of strong motion and broadband teleseismic data"
    • BSSAAP0037-1106
    • Wald, D. J., Heaton, T., and Helmberger, D. V. (1991). "Rupture model of the 1989 Loma Prieta earthquake from the inversion of strong motion and broadband teleseismic data." Bull. Seismol. Soc. Am. BSSAAP0037-1106, 81, 1540-1572.
    • (1991) Bull. Seismol. Soc. Am. , vol.81 , pp. 1540-1572
    • Wald, D.J.1    Heaton, T.2    Helmberger, D.V.3
  • 27
    • 0030482138 scopus 로고    scopus 로고
    • "A dislocation model of the 1994 Northridge, California earthquake determined from strong-motion, GPS, and leveling-line data"
    • BSSAAP0037-1106
    • Wald, D. J., Heaton, T., and Hudnut, K. W. (1996). "A dislocation model of the 1994 Northridge, California earthquake determined from strong-motion, GPS, and leveling-line data." Bull. Seismol. Soc. Am. BSSAAP0037-1106, 86, 49-70.
    • (1996) Bull. Seismol. Soc. Am. , vol.86 , pp. 49-70
    • Wald, D.J.1    Heaton, T.2    Hudnut, K.W.3
  • 28
    • 38349169325 scopus 로고    scopus 로고
    • "Real-time estimation of fault rupture extent using near-source versus far-source classification"
    • BSSAAP0037-1106
    • Yamada, M., Heaton, T., and Beck, J. L. (2007). "Real-time estimation of fault rupture extent using near-source versus far-source classification." Bull. Seismol. Soc. Am. BSSAAP0037-1106, 97, 1890-1910.
    • (2007) Bull. Seismol. Soc. Am. , vol.97 , pp. 1890-1910
    • Yamada, M.1    Heaton, T.2    Beck, J.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.