메뉴 건너뛰기




Volumn 49, Issue , 2008, Pages 107-113

Applying machine learning methods to avalanche forecasting

Author keywords

[No Author keywords available]

Indexed keywords

AVALANCHE; DATA ASSIMILATION; EXPERIMENTAL STUDY; GLACIOLOGY; LEARNING; NEAREST NEIGHBOR ANALYSIS; PREDICTION; PROBABILITY; VECTOR;

EID: 58249090365     PISSN: 02603055     EISSN: None     Source Type: Journal    
DOI: 10.3189/172756408787814870     Document Type: Article
Times cited : (24)

References (17)
  • 1
    • 0036839825 scopus 로고    scopus 로고
    • A physical SNOWPACK model for the Swiss avalanche warning. Part I: Numerical model
    • Bartelt, P. and M. Lehning. 2002. A physical SNOWPACK model for the Swiss avalanche warning. Part I: numerical model. Cold Reg. Sci. Technol., 35(3), 123-145.
    • (2002) Cold Reg. Sci. Technol , vol.35 , Issue.3 , pp. 123-145
    • Bartelt, P.1    Lehning, M.2
  • 2
    • 0034914556 scopus 로고    scopus 로고
    • A nearest-neighbor model for regional avalanche forecasting
    • Brabec, B. and R. Meister. 2001. A nearest-neighbor model for regional avalanche forecasting. Ann. Glaciol., 32, 130-134.
    • (2001) Ann. Glaciol , vol.32 , pp. 130-134
    • Brabec, B.1    Meister, R.2
  • 3
    • 0020829990 scopus 로고
    • Avalanche forecast with the method of nearest neighbours: An interactive approach
    • Buser, O. 1983. Avalanche forecast with the method of nearest neighbours: an interactive approach. Cold Reg. Sci. Technol., 8(2), 155-163.
    • (1983) Cold Reg. Sci. Technol , vol.8 , Issue.2 , pp. 155-163
    • Buser, O.1
  • 4
    • 0033500262 scopus 로고    scopus 로고
    • Relating storm and weather factors to dry slab avalanche activity at Alta, Utah, and Mammoth Mountain, California, using classification and regression trees
    • Davis, R.E., K. Elder, D. Howlett and E. Bouzaglou. 1999. Relating storm and weather factors to dry slab avalanche activity at Alta, Utah, and Mammoth Mountain, California, using classification and regression trees. Cold Reg. Sci. Technol., 30(1-3), 79-90.
    • (1999) Cold Reg. Sci. Technol , vol.30 , Issue.1-3 , pp. 79-90
    • Davis, R.E.1    Elder, K.2    Howlett, D.3    Bouzaglou, E.4
  • 5
    • 0000603228 scopus 로고
    • On summary measures of skill in rare event forecasting based on contingency tables
    • Doswell, C., J. Davies and D.L. Keller. 1990. On summary measures of skill in rare event forecasting based on contingency tables. Weather Forecast., 5, 576-595.
    • (1990) Weather Forecast , vol.5 , pp. 576-595
    • Doswell, C.1    Davies, J.2    Keller, D.L.3
  • 6
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • Guyon, I., J. Weston, S. Barnhill and V. Vapnik. 2002. Gene selection for cancer classification using support vector machines. Mach. Learn., 46(1-3), 389-422.
    • (2002) Mach. Learn , vol.46 , Issue.1-3 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 7
    • 15444363633 scopus 로고    scopus 로고
    • Verification of nearest-neighbours interpretations in avalanche forecasting
    • Heierli, J., R.S. Purves, A. Felber and J. Kowalski. 2004. Verification of nearest-neighbours interpretations in avalanche forecasting. Ann. Glaciol., 38, 84-88.
    • (2004) Ann. Glaciol , vol.38 , pp. 84-88
    • Heierli, J.1    Purves, R.S.2    Felber, A.3    Kowalski, J.4
  • 8
    • 0019149455 scopus 로고
    • The fundamental processes in conventional avalanche forecasting
    • LaChapelle, E.R. 1980. The fundamental processes in conventional avalanche forecasting. J. Glaciol., 26(94), 75-84.
    • (1980) J. Glaciol , vol.26 , Issue.94 , pp. 75-84
    • LaChapelle, E.R.1
  • 10
    • 0142249312 scopus 로고    scopus 로고
    • Exploring multi-scale spatial patterns in historical avalanche data, Jackson Hole Ski Area, Wyoming
    • McCollister, C., K.W. Birkeland, K. Hansen, R. Aspinall and R. Comey. 2003. Exploring multi-scale spatial patterns in historical avalanche data, Jackson Hole Ski Area, Wyoming. Cold Reg. Sci. Technol., 37(3), 299-313.
    • (2003) Cold Reg. Sci. Technol , vol.37 , Issue.3 , pp. 299-313
    • McCollister, C.1    Birkeland, K.W.2    Hansen, K.3    Aspinall, R.4    Comey, R.5
  • 11
    • 0019176256 scopus 로고
    • Recent developments of avalanche forecasting by discriminant analysis techniques: A methodological review and some applications to the Parsenn area (Davos, Switzerland)
    • Obled, C. and W. Good. 1980. Recent developments of avalanche forecasting by discriminant analysis techniques: a methodological review and some applications to the Parsenn area (Davos, Switzerland). J. Glaciol., 25(92), 315-346.
    • (1980) J. Glaciol , vol.25 , Issue.92 , pp. 315-346
    • Obled, C.1    Good, W.2
  • 12
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods
    • Smola, A, P. Bartlett, B. Sch_saolkopf and D. Schuumans, eds, Cambridge, MA, MIT Press
    • Platt, J.C. 1999. Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods. In Smola, A., P. Bartlett, B. Sch_saolkopf and D. Schuumans, eds. Advances in large margin classifiers. Cambridge, MA, MIT Press, 61-74.
    • (1999) Advances in large margin classifiers , pp. 61-74
    • Platt, J.C.1
  • 13
    • 0142249314 scopus 로고    scopus 로고
    • Nearest neighbours for avalanche forecasting in Scotland - development, verification and optimisation of a model
    • Purves, R.S., K.W. Morrison, G. Moss and D.S.B. Wright. 2003. Nearest neighbours for avalanche forecasting in Scotland - development, verification and optimisation of a model. Cold Reg. Sci. Technol., 37(3), 343-355.
    • (2003) Cold Reg. Sci. Technol , vol.37 , Issue.3 , pp. 343-355
    • Purves, R.S.1    Morrison, K.W.2    Moss, G.3    Wright, D.S.B.4
  • 15
    • 0030434448 scopus 로고    scopus 로고
    • Avalanche forecasting - an expert system approach
    • Schweizer, J. and P.M.B. Föhn. 1996. Avalanche forecasting - an expert system approach. J. Glaciol., 42(141), 318-332.
    • (1996) J. Glaciol , vol.42 , Issue.141 , pp. 318-332
    • Schweizer, J.1    Föhn, P.M.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.