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Volumn 49, Issue 3, 2008, Pages 555-574

Hierarchical fusion of expert opinions in the Transferable Belief Model, application to climate sensitivity

Author keywords

Climate sensitivity; Expert aggregation; Information fusion; Transferable Belief Model

Indexed keywords

AGGLOMERATION; DATA FUSION; GLOBAL WARMING; IMAGE CLASSIFICATION;

EID: 55649115986     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijar.2008.05.003     Document Type: Article
Times cited : (40)

References (44)
  • 1
    • 65249108042 scopus 로고    scopus 로고
    • N. Andronova, M.E. Schlesinger, S. Dessai, M. Hulme, B. Li, The concept of climate sensitivity: history and development, in: Human-Induced Climate Change. An Inter-disciplinary Assessment, Cambridge University Press, Cambridge, 2007, Chapter 1, ISBN: 978-0521-86603-3.
    • N. Andronova, M.E. Schlesinger, S. Dessai, M. Hulme, B. Li, The concept of climate sensitivity: history and development, in: Human-Induced Climate Change. An Inter-disciplinary Assessment, Cambridge University Press, Cambridge, 2007, Chapter 1, ISBN: 978-0521-86603-3.
  • 2
    • 0035473813 scopus 로고    scopus 로고
    • Data association in multi-target detection using the transferable belief model
    • Ayoun A., and Smets P. Data association in multi-target detection using the transferable belief model. International Journal of Intelligent Systems 16 10 (2001) 1167-1182
    • (2001) International Journal of Intelligent Systems , vol.16 , Issue.10 , pp. 1167-1182
    • Ayoun, A.1    Smets, P.2
  • 3
    • 55649096957 scopus 로고    scopus 로고
    • Estimating Climate Sensitivity: Report of a Workshop, 2003, in: R.M. Bierbaum, M.J. Prather, E.M. Rasmusson, A.J. Weayer (Eds.), Steering Committee on Probabilistic Estimates of Climate Sensitivity, National Research Council, The National Academies Press, 2003, ISBN 0-309-09056-3.
    • Estimating Climate Sensitivity: Report of a Workshop, 2003, in: R.M. Bierbaum, M.J. Prather, E.M. Rasmusson, A.J. Weayer (Eds.), Steering Committee on Probabilistic Estimates of Climate Sensitivity, National Research Council, The National Academies Press, 2003, ISBN 0-309-09056-3.
  • 4
    • 0032839653 scopus 로고    scopus 로고
    • Combining probability distributions from experts in risk analysis
    • 10.1023/A:1006917509560
    • Clemen R.T., and Winkler R.L. Combining probability distributions from experts in risk analysis. Risk Analysis 19 2 (1999) 187-203 10.1023/A:1006917509560
    • (1999) Risk Analysis , vol.19 , Issue.2 , pp. 187-203
    • Clemen, R.T.1    Winkler, R.L.2
  • 5
    • 33644864393 scopus 로고    scopus 로고
    • On the plausibility transformation method for translating belief function models to probability models
    • Cobb B.R., and Shenoy P.P. On the plausibility transformation method for translating belief function models to probability models. International Journal of Approximate Reasoning 41 3 (2006) 314-330
    • (2006) International Journal of Approximate Reasoning , vol.41 , Issue.3 , pp. 314-330
    • Cobb, B.R.1    Shenoy, P.P.2
  • 6
    • 55649102144 scopus 로고    scopus 로고
    • R.M. Cooke, L.J.H. Goossens, Procedures guide for structured experts judgment, Technical Report EUR 18820 EN, European Commission, Nuclear Science and Technology (EURATOM), 1999, Project report produced by the Delft University of Technology.
    • R.M. Cooke, L.J.H. Goossens, Procedures guide for structured experts judgment, Technical Report EUR 18820 EN, European Commission, Nuclear Science and Technology (EURATOM), 1999, Project report produced by the Delft University of Technology.
  • 7
    • 0000516376 scopus 로고
    • Upper and lower probabilities induced by a multivalued mapping
    • Dempster A.P. Upper and lower probabilities induced by a multivalued mapping. Annals of Mathematical Statistics 38 2 (1967) 325-339
    • (1967) Annals of Mathematical Statistics , vol.38 , Issue.2 , pp. 325-339
    • Dempster, A.P.1
  • 8
    • 50149110428 scopus 로고    scopus 로고
    • T. Denœux, The cautious rule of combination for belief functions and some extensions, in: Proceedings of FUSION'2006, Florence, Italy, July 2006.
    • T. Denœux, The cautious rule of combination for belief functions and some extensions, in: Proceedings of FUSION'2006, Florence, Italy, July 2006.
  • 9
    • 37149055072 scopus 로고    scopus 로고
    • Conjunctive and disjunctive combination of belief functions induced by non distinct bodies of evidence
    • Denœux T. Conjunctive and disjunctive combination of belief functions induced by non distinct bodies of evidence. Artificial Intelligence 172 2-3 (2008) 234-264
    • (2008) Artificial Intelligence , vol.172 , Issue.2-3 , pp. 234-264
    • Denœux, T.1
  • 10
    • 55649097163 scopus 로고    scopus 로고
    • S. Destercke, D. Dubois, E. Chojnacki, Fusion d'opinions d'experts et théories de l'incertain, in: LFA'06, Rencontres Francophones sur la Logique Floue et Applications, October 19-20, 2006.
    • S. Destercke, D. Dubois, E. Chojnacki, Fusion d'opinions d'experts et théories de l'incertain, in: LFA'06, Rencontres Francophones sur la Logique Floue et Applications, October 19-20, 2006.
  • 12
    • 33847677742 scopus 로고    scopus 로고
    • Imprecise probabilities of climate change: aggregation of fuzzy scenarios and model uncertainties
    • Hall J.W., Fu G., and Lawry J. Imprecise probabilities of climate change: aggregation of fuzzy scenarios and model uncertainties. Climatic Change 81 3-4 (2007) 265-281
    • (2007) Climatic Change , vol.81 , Issue.3-4 , pp. 265-281
    • Hall, J.W.1    Fu, G.2    Lawry, J.3
  • 13
    • 33646196299 scopus 로고    scopus 로고
    • Climate sensitivity constrained by temperature reconstructions over the past seven centuries
    • Hegerl G.C., Crowley T.J., Hyde W.T., and Frame D.J. Climate sensitivity constrained by temperature reconstructions over the past seven centuries. Nature 440 (2006) 1029-1032
    • (2006) Nature , vol.440 , pp. 1029-1032
    • Hegerl, G.C.1    Crowley, T.J.2    Hyde, W.T.3    Frame, D.J.4
  • 15
    • 55649105725 scopus 로고    scopus 로고
    • IPCC. Climate Change 2001: Impacts, Adaptation, and Vulnerability, the Intergovernmental Panel on Climate Change, GRID, Arendal, 2001a, ISBN 0521-01500-6 (Contribution of Working Group II to the Third Assessment Report of the Intergovernmental Panel on Climate Change).
    • IPCC. Climate Change 2001: Impacts, Adaptation, and Vulnerability, the Intergovernmental Panel on Climate Change, GRID, Arendal, 2001a, ISBN 0521-01500-6 (Contribution of Working Group II to the Third Assessment Report of the Intergovernmental Panel on Climate Change).
  • 16
    • 55649118524 scopus 로고    scopus 로고
    • IPCC. Climate Change 2001: The Scientific Basis, Cambridge University Press, Cambridge, 2001b, ISBN 0521-01495-6 (Contribution of the Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change).
    • IPCC. Climate Change 2001: The Scientific Basis, Cambridge University Press, Cambridge, 2001b, ISBN 0521-01495-6 (Contribution of the Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change).
  • 17
    • 55649094976 scopus 로고    scopus 로고
    • IPCC. Guidance notes for lead authors of the IPCC fourth assessment report on addressing uncertainties, July 2005, Accessed online 2007-07-04.
    • IPCC. Guidance notes for lead authors of the IPCC fourth assessment report on addressing uncertainties, July 2005, Accessed online 2007-07-04.
  • 18
    • 0029739832 scopus 로고    scopus 로고
    • When is it appropriate to combine expert judgments?
    • Keith D.W. When is it appropriate to combine expert judgments?. Climatic Change 33 (1996) 139-144
    • (1996) Climatic Change , vol.33 , pp. 139-144
    • Keith, D.W.1
  • 19
    • 55649086731 scopus 로고    scopus 로고
    • E. Kriegler, Imprecise probability analysis for integrated assessment of climate change, Doctoral thesis, University of Potsdam, Germany, January 2005.
    • E. Kriegler, Imprecise probability analysis for integrated assessment of climate change, Doctoral thesis, University of Potsdam, Germany, January 2005.
  • 20
    • 16344382080 scopus 로고    scopus 로고
    • Utilizing belief functions for the estimation of future climate change
    • Kriegler E., and Held H. Utilizing belief functions for the estimation of future climate change. International Journal of Approximate Reasoning 39 2-3 (2005) 185-209
    • (2005) International Journal of Approximate Reasoning , vol.39 , Issue.2-3 , pp. 185-209
    • Kriegler, E.1    Held, H.2
  • 21
    • 55649090873 scopus 로고    scopus 로고
    • T.S. Kuhn, The Structure of Scientific Revolutions, University of Chicago Press, 1962 (1996 edition), ISBN 0-226-45808-3.
    • T.S. Kuhn, The Structure of Scientific Revolutions, University of Chicago Press, 1962 (1996 edition), ISBN 0-226-45808-3.
  • 23
    • 55649122388 scopus 로고    scopus 로고
    • National Research Council, Carbon Dioxide and Climate: A Scientific Assessment, Ad Hoc Study Group on Carbon Dioxide and Climate, Also known as 'The Charney committee report', National Academy Press, 1979.
    • National Research Council, Carbon Dioxide and Climate: A Scientific Assessment, Ad Hoc Study Group on Carbon Dioxide and Climate, Also known as 'The Charney committee report', National Academy Press, 1979.
  • 24
    • 1842788834 scopus 로고    scopus 로고
    • M.E.J. Newman, Coauthorship networks and patterns of scientific collaboration, Proceedings of the National Academy of Sciences of the United States of America, 101(1) (2004) 5200-5205.
    • M.E.J. Newman, Coauthorship networks and patterns of scientific collaboration, Proceedings of the National Academy of Sciences of the United States of America, 101(1) (2004) 5200-5205.
  • 25
    • 55649101047 scopus 로고    scopus 로고
    • F. Ouchi. A literature review on the use of expert opinion in probabilistic risk analysis, Technical Report 3201, World Bank, February 2004.
    • F. Ouchi. A literature review on the use of expert opinion in probabilistic risk analysis, Technical Report 3201, World Bank, February 2004.
  • 27
    • 0029359014 scopus 로고
    • Elicitation, assessment, and pooling of expert judgments using possibility theory
    • Corrections were published in the following issue 3(4) 479
    • Sandri S.A., Dubois D., and Kalfsbeek H.W. Elicitation, assessment, and pooling of expert judgments using possibility theory. IEEE Transactions on Fuzzy Systems 3 3 (1995) 313-335 Corrections were published in the following issue 3(4) 479
    • (1995) IEEE Transactions on Fuzzy Systems , vol.3 , Issue.3 , pp. 313-335
    • Sandri, S.A.1    Dubois, D.2    Kalfsbeek, H.W.3
  • 28
    • 84957371093 scopus 로고    scopus 로고
    • J. Schubert, Cluster-based specification techniques in dempster-shafer theory, in: Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1995, pp. 395-404.
    • J. Schubert, Cluster-based specification techniques in dempster-shafer theory, in: Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1995, pp. 395-404.
  • 29
    • 0004209735 scopus 로고
    • Princeton University Press, Princeton, NJ ISBN: 0-691-10042-X (hardback), 0-608-02508-9 (reprint)
    • Shafer G. A Mathematical Theory of Evidence (1976), Princeton University Press, Princeton, NJ ISBN: 0-691-10042-X (hardback), 0-608-02508-9 (reprint)
    • (1976) A Mathematical Theory of Evidence
    • Shafer, G.1
  • 30
    • 0001099898 scopus 로고
    • Perspectives on the theory and practice of belief functions
    • Shafer G. Perspectives on the theory and practice of belief functions. International Journal of Approximate Reasoning 4 (1990) 323-362
    • (1990) International Journal of Approximate Reasoning , vol.4 , pp. 323-362
    • Shafer, G.1
  • 31
    • 16644376697 scopus 로고
    • The nature of the unnormalized beliefs encountered in the Transferable Belief Model
    • Dubois D., Wellman M.P., D'Ambrosio B., and Smets P. (Eds), Morgan Kaufman, San Mateo, CA
    • Smets P. The nature of the unnormalized beliefs encountered in the Transferable Belief Model. In: Dubois D., Wellman M.P., D'Ambrosio B., and Smets P. (Eds). Uncertainty in Artificial Intelligence Vol. 92 (1992), Morgan Kaufman, San Mateo, CA 292-297
    • (1992) Uncertainty in Artificial Intelligence , vol.92 , pp. 292-297
    • Smets, P.1
  • 32
    • 55649102862 scopus 로고    scopus 로고
    • P. Smets, The canonical decomposition of a weighted belief, in: Proceedings of the International Joint Conference on AI, 1995, pp. 1896-1901.
    • P. Smets, The canonical decomposition of a weighted belief, in: Proceedings of the International Joint Conference on AI, 1995, pp. 1896-1901.
  • 33
    • 55649093599 scopus 로고    scopus 로고
    • P. Smets, Quantified epistemic possibility theory seen as an hyper cautious Transferable Belief Model, in: Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2000), La Rochelle, France, Toulouse, France, 2000, pp. 343-353 (Cepadues Editions).
    • P. Smets, Quantified epistemic possibility theory seen as an hyper cautious Transferable Belief Model, in: Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2000), La Rochelle, France, Toulouse, France, 2000, pp. 343-353 (Cepadues Editions).
  • 35
    • 9644266682 scopus 로고    scopus 로고
    • Decision making in the tbm: the necessity of the pignistic transformation
    • Smets P. Decision making in the tbm: the necessity of the pignistic transformation. International Journal of Approximate Reasoning 38 2 (2005) 133-147
    • (2005) International Journal of Approximate Reasoning , vol.38 , Issue.2 , pp. 133-147
    • Smets, P.1
  • 36
    • 34249314710 scopus 로고    scopus 로고
    • Analyzing the combination of conflicting belief functions
    • Smets P. Analyzing the combination of conflicting belief functions. Information Fusion 8 4 (2007) 387-412
    • (2007) Information Fusion , vol.8 , Issue.4 , pp. 387-412
    • Smets, P.1
  • 37
    • 34247201546 scopus 로고    scopus 로고
    • Decision making under uncertainty using imprecise probabilities
    • Troffaes M.C.M. Decision making under uncertainty using imprecise probabilities. International Journal of Approximate Reasoning 45 1 (2007) 17-29
    • (2007) International Journal of Approximate Reasoning , vol.45 , Issue.1 , pp. 17-29
    • Troffaes, M.C.M.1
  • 38
    • 55649106004 scopus 로고    scopus 로고
    • J.P. van der Sluijs, Anchoring amid uncertainty; on the management of uncertainties in risk assessment of anthropogenic climate change. Ph.D. thesis, Universieit Utrecht, 21 June 1997.
    • J.P. van der Sluijs, Anchoring amid uncertainty; on the management of uncertainties in risk assessment of anthropogenic climate change. Ph.D. thesis, Universieit Utrecht, 21 June 1997.
  • 40
    • 0033830447 scopus 로고    scopus 로고
    • A methodology for quantifying uncertainty in climate projections
    • Webster M.D., and Sokolov A.P. A methodology for quantifying uncertainty in climate projections. Climatic Change 46 4 (2000) 417-446
    • (2000) Climatic Change , vol.46 , Issue.4 , pp. 417-446
    • Webster, M.D.1    Sokolov, A.P.2
  • 41
    • 0345828372 scopus 로고    scopus 로고
    • Expressing scientific uncertainty
    • Weiss C. Expressing scientific uncertainty. Law, Probability and Risk 2 (2003) 25-46
    • (2003) Law, Probability and Risk , vol.2 , pp. 25-46
    • Weiss, C.1
  • 42
    • 55649100588 scopus 로고    scopus 로고
    • A.B. Yaghlane, T. Denœux, K. Melloui, Elicitation of expert opinions for constructing belief functions, in: Proceedings of IPMU'2006, Vol. I, Paris, France, July 2006, pp. 403-411.
    • A.B. Yaghlane, T. Denœux, K. Melloui, Elicitation of expert opinions for constructing belief functions, in: Proceedings of IPMU'2006, Vol. I, Paris, France, July 2006, pp. 403-411.
  • 43
    • 49349133217 scopus 로고
    • Fuzzy sets as a basis for a theory of possibility
    • Reprinted in Fuzzy Sets and Systems 100 (1999) 9-34
    • Zadeh L.A. Fuzzy sets as a basis for a theory of possibility. Fuzzy Sets and Systems 1 1 (1978) 3-38 Reprinted in Fuzzy Sets and Systems 100 (1999) 9-34
    • (1978) Fuzzy Sets and Systems , vol.1 , Issue.1 , pp. 3-38
    • Zadeh, L.A.1
  • 44
    • 55649110554 scopus 로고    scopus 로고
    • L.A. Zadeh, On the validity of Dempster's rule of combination of evidence, Technical Report UCB/ERL Memo M79/24, 1979.
    • L.A. Zadeh, On the validity of Dempster's rule of combination of evidence, Technical Report UCB/ERL Memo M79/24, 1979.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.