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Volumn 83, Issue 1, 1996, Pages 1-58

Measures of uncertainty in expert systems

Author keywords

Bayesian theory; Belief functions; Conditional probability; Decision; Dempster Shafer theory; Imprecise probabilities; Independence; Inference; Lower probability; Possibility theory; Prevision; Upper probability

Indexed keywords

BAYESIAN THEORY; BELIEF FUNCTIONS; COHERENT LOWER PREVISIONS; CONDITIONAL PROBABILITY; DEMPSTER-SHAFER THEORY; IMPRECISE PROBABILITIES; LOWER PROBABILITY; POSSIBILITY THEORY;

EID: 0030146168     PISSN: 00043702     EISSN: None     Source Type: Journal    
DOI: 10.1016/0004-3702(95)00009-7     Document Type: Article
Times cited : (316)

References (122)
  • 1
    • 0020338853 scopus 로고
    • CADIAG-2: Computer-assisted medical diagnosis using fuzzy subsets
    • M.M. Gupta and E. Sanchez, eds., North-Holland, Amsterdam
    • K.-P. Adlassnig and G. Kolarz, CADIAG-2: computer-assisted medical diagnosis using fuzzy subsets, in: M.M. Gupta and E. Sanchez, eds., Approximate Reasoning in Decision Analysis (North-Holland, Amsterdam, 1982) 219-247.
    • (1982) Approximate Reasoning in Decision Analysis , pp. 219-247
    • Adlassnig, K.-P.1    Kolarz, G.2
  • 2
    • 0000280976 scopus 로고
    • HUGIN - A shell for building Bayesian belief universes for expert systems
    • Detroit, MI Morgan Kaufmann, San Mateo, CA
    • S.K. Andersen, K.G. Olesen, F.V. Jensen and F. Jensen, HUGIN - a shell for building Bayesian belief universes for expert systems, in: Proceedings IJCAI-89, Detroit, MI (Morgan Kaufmann, San Mateo, CA, 1989) 1080-1085.
    • (1989) Proceedings IJCAI-89 , pp. 1080-1085
    • Andersen, S.K.1    Olesen, K.G.2    Jensen, F.V.3    Jensen, F.4
  • 3
    • 84984517062 scopus 로고
    • How probable is probable? Numerical translations of verbal probability expressions
    • R. Beyth-Marom, How probable is probable? Numerical translations of verbal probability expressions, J. Forecasting 1 (1982) 257-269.
    • (1982) J. Forecasting , vol.1 , pp. 257-269
    • Beyth-Marom, R.1
  • 4
    • 0001339927 scopus 로고
    • Using the Dempster-Shafer scheme in a mixed-initiative expert system shell
    • L.N. Kanal, T.S. Levitt and J.F. Lemmer, eds., North-Holland, Amsterdam
    • G. Biswas and T.S. Anand, Using the Dempster-Shafer scheme in a mixed-initiative expert system shell, in: L.N. Kanal, T.S. Levitt and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence 3 (North-Holland, Amsterdam, 1989) 223-239.
    • (1989) Uncertainty in Artificial Intelligence , vol.3 , pp. 223-239
    • Biswas, G.1    Anand, T.S.2
  • 5
    • 30244446021 scopus 로고
    • OASES (Operations Analysis Expert System): An application in fiberglass manufacturing
    • G. Biswas, M. Oliff and R. Abramczyk, OASES (Operations Analysis Expert System): an application in fiberglass manufacturing. Int. J. Expert Syst. Res. Appl. 1 (1988) 193-216.
    • (1988) Int. J. Expert Syst. Res. Appl. , vol.1 , pp. 193-216
    • Biswas, G.1    Oliff, M.2    Abramczyk, R.3
  • 7
    • 0022249756 scopus 로고
    • The development of a medical expert system and the treatment of imprecision in the framework of possibility theory
    • J.-C. Buisson, H. Farreny and H. Prade, The development of a medical expert system and the treatment of imprecision in the framework of possibility theory. Inf. Sci. 37 (1985) 211-226.
    • (1985) Inf. Sci. , vol.37 , pp. 211-226
    • Buisson, J.-C.1    Farreny, H.2    Prade, H.3
  • 8
    • 0024751760 scopus 로고
    • Modelling uncertainty in expert systems
    • R. Buxton, Modelling uncertainty in expert systems. Int. J. Man-Mach. Stud. 31 (1989) 415-476.
    • (1989) Int. J. Man-Mach. Stud. , vol.31 , pp. 415-476
    • Buxton, R.1
  • 10
    • 30244536830 scopus 로고
    • Propagation of convex sets of probabilities in directed acyclic networks
    • J.E. Cano, S. Moral and J.F. Verdegay, Propagation of convex sets of probabilities in directed acyclic networks, in: Proceedings Fourth IPMU Conference (1992) 289-292.
    • (1992) Proceedings Fourth IPMU Conference , pp. 289-292
    • Cano, J.E.1    Moral, S.2    Verdegay, J.F.3
  • 11
    • 0022844204 scopus 로고
    • Probabilistic versus fuzzy reasoning
    • L.N. Kanal and J.F. Lemmer, eds., North-Holland, Amsterdam
    • P. Cheeseman, Probabilistic versus fuzzy reasoning, in: L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence (North-Holland, Amsterdam, 1986) 85-102.
    • (1986) Uncertainty in Artificial Intelligence , pp. 85-102
    • Cheeseman, P.1
  • 14
    • 0041692128 scopus 로고
    • BAIES - A probabilistic expert system shell with qualitative and quantitative learning
    • J.M. Bernardo, J.O. Berger, A.P. Dawid and A.F.M. Smith, eds., Clarendon Press, Oxford
    • R.G. Cowell, BAIES - a probabilistic expert system shell with qualitative and quantitative learning, in: J.M. Bernardo, J.O. Berger, A.P. Dawid and A.F.M. Smith, eds., Bayesian Statistics 4 (Clarendon Press, Oxford, 1992) 595-600.
    • (1992) Bayesian Statistics , vol.4 , pp. 595-600
    • Cowell, R.G.1
  • 15
    • 0000516376 scopus 로고
    • Upper and lower probabilities induced by a multivalued mapping
    • A.P. Dempster, Upper and lower probabilities induced by a multivalued mapping, Ann. Math. Stat. 38 (1967) 325-339.
    • (1967) Ann. Math. Stat. , vol.38 , pp. 325-339
    • Dempster, A.P.1
  • 16
    • 0000580322 scopus 로고
    • An introduction to possibilistic and fuzzy logics
    • P. Smets, A. Mamdani, D. Dubois and H. Prade, eds., Academic Press, London
    • D. Dubois and H. Prade, An introduction to possibilistic and fuzzy logics, in: P. Smets, A. Mamdani, D. Dubois and H. Prade, eds., Non-Standard Logics for Automated Reasoning (Academic Press, London, 1988) 287-326.
    • (1988) Non-standard Logics for Automated Reasoning , pp. 287-326
    • Dubois, D.1    Prade, H.2
  • 18
    • 0000928914 scopus 로고
    • Modelling uncertain and vague knowledge in possibility and evidence theories
    • R.D. Shachter, T.S. Levitt, L.N. Kanal and J.F. Lemmer, eds., North-Holland, Amsterdam
    • D. Dubois and H. Prade, Modelling uncertain and vague knowledge in possibility and evidence theories, in: R.D. Shachter, T.S. Levitt, L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence 4 (North-Holland, Amsterdam, 1990) 303-318.
    • (1990) Uncertainty in Artificial Intelligence , vol.4 , pp. 303-318
    • Dubois, D.1    Prade, H.2
  • 19
    • 38249011889 scopus 로고
    • Evidence, knowledge, and belief functions
    • D. Dubois and H. Prade, Evidence, knowledge, and belief functions, Int. J. Approx. Reasoning 6 (1992) 295-319.
    • (1992) Int. J. Approx. Reasoning , vol.6 , pp. 295-319
    • Dubois, D.1    Prade, H.2
  • 20
    • 85041862265 scopus 로고
    • Subjective Bayesian methods for rule-based inference systems
    • R.O. Duda, P.E. Hart and N.J. Nilsson, Subjective Bayesian methods for rule-based inference systems, in: Proceedings 1976 National Computer Conference, AFIPS 45 (1976) 1075-1082; also in: B.W. Webber and N.J. Nilsson. eds., Readings in Artificial Intelligence (Morgan Kaufmann, Los Altos, CA, 1981) 192-199.
    • (1976) Proceedings 1976 National Computer Conference, AFIPS , vol.45 , pp. 1075-1082
    • Duda, R.O.1    Hart, P.E.2    Nilsson, N.J.3
  • 21
    • 85041862265 scopus 로고
    • Morgan Kaufmann, Los Altos, CA
    • R.O. Duda, P.E. Hart and N.J. Nilsson, Subjective Bayesian methods for rule-based inference systems, in: Proceedings 1976 National Computer Conference, AFIPS 45 (1976) 1075-1082; also in: B.W. Webber and N.J. Nilsson. eds., Readings in Artificial Intelligence (Morgan Kaufmann, Los Altos, CA, 1981) 192-199.
    • (1981) Readings in Artificial Intelligence , pp. 192-199
    • Webber, B.W.1    Nilsson, N.J.2
  • 22
    • 0039700419 scopus 로고
    • AI and decision making: The PROSPECTOR experience
    • W. Reitman, ed., Ablex, Norwood, NJ
    • R.O. Duda and R. Reboh, AI and decision making: the PROSPECTOR experience, in: W. Reitman, ed., Artificial Intelligence Applications for Business (Ablex, Norwood, NJ, 1984) 111-147.
    • (1984) Artificial Intelligence Applications for Business , pp. 111-147
    • Duda, R.O.1    Reboh, R.2
  • 23
    • 0022251902 scopus 로고
    • Reasoning with imprecise knowledge in expert systems
    • A. Dutta, Reasoning with imprecise knowledge in expert systems, Inf. Sci. 37 (1985) 3-24.
    • (1985) Inf. Sci. , vol.37 , pp. 3-24
    • Dutta, A.1
  • 24
    • 0002260209 scopus 로고
    • A new approach to updating beliefs
    • P.P. Bonissone, M. Henrion, L.N. Kanal and J.F. Lemmer, eds., North-Holland, Amsterdam
    • R. Fagin and J.Y. Halpern, A new approach to updating beliefs, in: P.P. Bonissone, M. Henrion, L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence 6 (North-Holland, Amsterdam, 1991) 347-374.
    • (1991) Uncertainty in Artificial Intelligence , vol.6 , pp. 347-374
    • Fagin, R.1    Halpern, J.Y.2
  • 25
    • 0041536034 scopus 로고
    • Approximate reasoning in a rule-based expert system using possibility theory: A case study
    • H.J. Kugler, ed., North-Holland, Amsterdam
    • H. Farreny, H. Prade and E. Wyss. Approximate reasoning in a rule-based expert system using possibility theory: a case study, in: H.J. Kugler, ed., Information Processing '86 (North-Holland, Amsterdam, 1986) 407-413.
    • (1986) Information Processing '86 , pp. 407-413
    • Farreny, H.1    Prade, H.2    Wyss, E.3
  • 26
    • 0006451644 scopus 로고
    • Interval influence diagrams
    • M. Henrion, R.D. Shachter, L.N. Kanal and J.F. Lemmer, eds., North-Holland, Amsterdam
    • K.W. Fertig and J.S. Breese, Interval influence diagrams, in: M. Henrion, R.D. Shachter, L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence 5 (North-Holland, Amsterdam, 1990) 149-161.
    • (1990) Uncertainty in Artificial Intelligence , vol.5 , pp. 149-161
    • Fertig, K.W.1    Breese, J.S.2
  • 27
    • 0020526803 scopus 로고
    • A program for expert diagnosis and therapeutic decision
    • M. Fieschi, M. Joubert, D. Fieschi, G. Botti and M. Roux, A program for expert diagnosis and therapeutic decision, Wed. Inf. 8 (1983) 127-135.
    • (1983) Wed. Inf. , vol.8 , pp. 127-135
    • Fieschi, M.1    Joubert, M.2    Fieschi, D.3    Botti, G.4    Roux, M.5
  • 31
    • 0042721538 scopus 로고
    • Computing probability intervals under independency constraints
    • P.P. Bonissone, M. Henrion, L.N. Kanal and J.F. Lemmer, eds., North-Holland, Amsterdam
    • L.C. van der Gaag, Computing probability intervals under independency constraints, in: P.P. Bonissone, M. Henrion, L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence 6 (North-Holland, Amsterdam, 1991) 457-466.
    • (1991) Uncertainty in Artificial Intelligence , vol.6 , pp. 457-466
    • Van Der Gaag, L.C.1
  • 33
    • 0020337985 scopus 로고
    • Foundations for a theory of possibility
    • M.M. Gupta and E. Sanchez, eds., North-Holland, Amsterdam
    • R. Giles, Foundations for a theory of possibility, in: M.M. Gupta and E. Sanchez, eds., Fuzzy Information and Decision Processes (North-Holland, Amsterdam, 1982) 183-195.
    • (1982) Fuzzy Information and Decision Processes , pp. 183-195
    • Giles, R.1
  • 34
    • 0020211616 scopus 로고
    • Semantics for fuzzy reasoning
    • R. Giles, Semantics for fuzzy reasoning. Int. J. Man-Mach. Stud. 17 (1982) 401-415.
    • (1982) Int. J. Man-Mach. Stud. , vol.17 , pp. 401-415
    • Giles, R.1
  • 35
    • 0022093334 scopus 로고
    • A method for managing evidential reasoning in a hierarchical hypothesis space
    • J. Gordon and E.H. Shortliffe, A method for managing evidential reasoning in a hierarchical hypothesis space, Artif. Intell. 26 (1985) 323-357.
    • (1985) Artif. Intell. , vol.26 , pp. 323-357
    • Gordon, J.1    Shortliffe, E.H.2
  • 36
    • 0022825722 scopus 로고
    • An inequality paradigm for probabilistic knowledge
    • L.N. Kanal and J.F. Lemmer, eds., North-Holland, Amsterdam
    • B.N. Grosof, An inequality paradigm for probabilistic knowledge, in: L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence (North-Holland, Amsterdam, 1986) 259-275.
    • (1986) Uncertainty in Artificial Intelligence , pp. 259-275
    • Grosof, B.N.1
  • 37
    • 0026852552 scopus 로고
    • Two views of belief: Belief as generalized probability and belief as evidence
    • J.Y. Halpern and R. Fagin, Two views of belief: belief as generalized probability and belief as evidence, Artif. Intell. 54 (1992) 275-317.
    • (1992) Artif. Intell. , vol.54 , pp. 275-317
    • Halpern, J.Y.1    Fagin, R.2
  • 38
    • 0026636089 scopus 로고
    • Toward normative expert systems I: The PATHFINDER project
    • D. Heckerman, E. Horvitz and B. Nathwani, Toward normative expert systems I: the PATHFINDER project, Methods Inf. Med. 31 (1992) 90-105.
    • (1992) Methods Inf. Med. , vol.31 , pp. 90-105
    • Heckerman, D.1    Horvitz, E.2    Nathwani, B.3
  • 40
    • 30244552165 scopus 로고
    • An evidential language for expert systems
    • Z. Ras, ed., North-Holland, New York
    • Y.-T. Hsia and P.P. Shenoy, An evidential language for expert systems, in: Z. Ras, ed., Methodologies for Intelligent Systems 4 (North-Holland, New York, 1989) 9-16.
    • (1989) Methodologies for Intelligent Systems , vol.4 , pp. 9-16
    • Hsia, Y.-T.1    Shenoy, P.P.2
  • 42
    • 0001238592 scopus 로고
    • Bayesian updating and belief functions
    • J.-Y Jaffray, Bayesian updating and belief functions, IEEE Trans. Syst. Man Cybern. 22 (1992) 1144-1152.
    • (1992) IEEE Trans. Syst. Man Cybern. , vol.22 , pp. 1144-1152
    • Jaffray, J.-Y.1
  • 45
    • 0002772989 scopus 로고
    • Hierarchical evidence accumulation in the PSEIKI system
    • M. Henrion, R.D. Shachter, L.N. Kanal and J.F. Lemmer, eds., North-Holland, Amsterdam
    • A.C. Kak, K.M. Andress, C. Lopez-Abadia, M.S. Caroll and J.R. Lewis, Hierarchical evidence accumulation in the PSEIKI system, in: M. Henrion, R.D. Shachter, L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence 5 (North-Holland, Amsterdam, 1990).
    • (1990) Uncertainty in Artificial Intelligence , vol.5
    • Kak, A.C.1    Andress, K.M.2    Lopez-Abadia, C.3    Caroll, M.S.4    Lewis, J.R.5
  • 46
    • 30244499173 scopus 로고
    • Words of estimated probability
    • S. Kent, Words of estimated probability, Stud. Intell. 8 (1964) 49-65.
    • (1964) Stud. Intell. , vol.8 , pp. 49-65
    • Kent, S.1
  • 49
    • 0023314059 scopus 로고
    • Bayesian and non-Bayesian evidential updating
    • H.E. Kyburg Jr, Bayesian and non-Bayesian evidential updating, Artif. Intell. 31 (1987)271-293.
    • (1987) Artif. Intell. , vol.31 , pp. 271-293
    • Kyburg H.E., Jr.1
  • 50
    • 0024667634 scopus 로고
    • Representing and eliciting knowledge about uncertain evidence and its implications
    • K.B. Laskey, M.S. Cohen and A.W. Martin, Representing and eliciting knowledge about uncertain evidence and its implications, IEEE Trans. Syst. Man Cybern. 19 (1989) 536-557.
    • (1989) IEEE Trans. Syst. Man Cybern. , vol.19 , pp. 536-557
    • Laskey, K.B.1    Cohen, M.S.2    Martin, A.W.3
  • 51
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application to expert systems
    • S.L. Lauritzen and D.J. Spiegelhalter, Local computations with probabilities on graphical structures and their application to expert systems (with discussion), J. Roy. Stat. Soc. Ser. B 50 (1988) 157-224.
    • (1988) J. Roy. Stat. Soc. Ser. B , vol.50 , pp. 157-224
    • Lauritzen, S.L.1    Spiegelhalter, D.J.2
  • 53
    • 0020795534 scopus 로고
    • Generalised Bayesian updating of incompletely specified distributions
    • J.F. Lemmer, Generalised Bayesian updating of incompletely specified distributions. Large Scale Syst. 5 (1983) 51-68.
    • (1983) Large Scale Syst. , vol.5 , pp. 51-68
    • Lemmer, J.F.1
  • 54
    • 0024606342 scopus 로고
    • Applications of a novel fuzzy expert system shell
    • K.S. Leung, W.S.F. Wong and W. Lam, Applications of a novel fuzzy expert system shell, Expert Syst. 6 (1989) 2-10.
    • (1989) Expert Syst. , vol.6 , pp. 2-10
    • Leung, K.S.1    Wong, W.S.F.2    Lam, W.3
  • 55
    • 0011584872 scopus 로고
    • Potential surprise: Its role in inference and decision making
    • L.J. Cohen and M. Hesse, eds., Oxford University Press, Oxford
    • I. Levi, Potential surprise: its role in inference and decision making, in: L.J. Cohen and M. Hesse, eds., Applications of Inductive Logic (Oxford University Press, Oxford, 1980) 1-27.
    • (1980) Applications of Inductive Logic , pp. 1-27
    • Levi, I.1
  • 56
    • 0043115776 scopus 로고
    • Consonance, dissonance and evidentiary mechanisms
    • P. Gärdenfors, B. Hansson and N.E. Sahlin, eds., Gleerups, Lund
    • I. Levi, Consonance, dissonance and evidentiary mechanisms, in: P. Gärdenfors, B. Hansson and N.E. Sahlin, eds., Evidentiary Value, Library of Theoria 15 (Gleerups, Lund, 1983) 27-43.
    • (1983) Evidentiary Value, Library of Theoria , vol.15 , pp. 27-43
    • Levi, I.1
  • 58
    • 0022832690 scopus 로고
    • Interval-based decisions for reasoning systems
    • L.N. Kanal and J.F. Lemmer, eds., North-Holland, Amsterdam
    • R.P. Loui, Interval-based decisions for reasoning systems, in: L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence (North-Holland, Amsterdam, 1986) 459-472.
    • (1986) Uncertainty in Artificial Intelligence , pp. 459-472
    • Loui, R.P.1
  • 59
  • 60
    • 0021819131 scopus 로고
    • Semantical considerations on nonmonotonic logic
    • R.C. Moore, Semantical considerations on nonmonotonic logic, Artif. Intell. 25 (1985) 75-94.
    • (1985) Artif. Intell. , vol.25 , pp. 75-94
    • Moore, R.C.1
  • 61
    • 0022659563 scopus 로고
    • Probabilistic logic
    • N.J. Nilsson, Probabilistic logic, Artif. Intell. 28 (1986) 71-87.
    • (1986) Artif. Intell. , vol.28 , pp. 71-87
    • Nilsson, N.J.1
  • 62
    • 0025460756 scopus 로고
    • Dempster's rule is #P-complete
    • P. Orponen, Dempster's rule is #P-complete, Artif. Intell. 44 (1990) 245-253.
    • (1990) Artif. Intell. , vol.44 , pp. 245-253
    • Orponen, P.1
  • 63
    • 0001754188 scopus 로고
    • Probabilistic logic
    • P. Smets, A. Mamdani, D. Dubois and H. Prade, eds., Academic Press, London
    • G. Paass, Probabilistic logic, in: P. Smets, A. Mamdani, D. Dubois and H. Prade, eds., Non-Standard Logics for Automated Reasoning (Academic Press, London, 1988) 213-251.
    • (1988) Non-standard Logics for Automated Reasoning , pp. 213-251
    • Paass, G.1
  • 65
    • 0000024642 scopus 로고
    • Reasoning with belief functions: An analysis of compatibility
    • J. Pearl, Reasoning with belief functions: an analysis of compatibility, Int. J. Approx. Reasoning 4 (1990) 363-389.
    • (1990) Int. J. Approx. Reasoning , vol.4 , pp. 363-389
    • Pearl, J.1
  • 66
    • 38249011070 scopus 로고
    • Rejoinder to comments on "reasoning with belief functions: An analysis of compatibility"
    • J. Pearl, Rejoinder to comments on "Reasoning with belief functions: an analysis of compatibility", Int. J. Approx. Reasoning 6 (1992) 425-443.
    • (1992) Int. J. Approx. Reasoning , vol.6 , pp. 425-443
    • Pearl, J.1
  • 67
    • 0020798546 scopus 로고
    • Inferno: A cautious approach to uncertain inference
    • J.R. Quinlan, Inferno: a cautious approach to uncertain inference, Comput. J. 26 (1983) 255-269.
    • (1983) Comput. J. , vol.26 , pp. 255-269
    • Quinlan, J.R.1
  • 68
    • 49149147322 scopus 로고
    • A logic for default reasoning
    • R. Reiter, A logic for default reasoning, Artif. Intell. 13 (1980) 81-132.
    • (1980) Artif. Intell. , vol.13 , pp. 81-132
    • Reiter, R.1
  • 69
    • 0008694313 scopus 로고
    • Nonmonotonic reasoning
    • R. Reiter, Nonmonotonic reasoning, Ann. Rev. Comput. Sci. 2 (1987) 147-186.
    • (1987) Ann. Rev. Comput. Sci. , vol.2 , pp. 147-186
    • Reiter, R.1
  • 70
    • 0002780786 scopus 로고
    • PULCINELLA: A general tool for propagating uncertainty in valuation networks
    • B.D. D'Ambrosio, P. Smets and P.P. Bonissone, eds., Los Angeles, CA Morgan Kaufmann, San Mateo, CA
    • A. Saffiotti and E. Umkehrer, PULCINELLA: a general tool for propagating uncertainty in valuation networks, in: B.D. D'Ambrosio, P. Smets and P.P. Bonissone, eds., Proceedings Seventh International Conference on Uncertainty in AI, Los Angeles, CA (Morgan Kaufmann, San Mateo, CA, 1991) 323-331.
    • (1991) Proceedings Seventh International Conference on Uncertainty in AI , pp. 323-331
    • Saffiotti, A.1    Umkehrer, E.2
  • 73
    • 0007125205 scopus 로고
    • Constructive probability
    • G. Shafer, Constructive probability, Synthese 48 (1981) 1-60.
    • (1981) Synthese , vol.48 , pp. 1-60
    • Shafer, G.1
  • 74
    • 0001598089 scopus 로고
    • Belief functions and parametric models
    • G. Shafer, Belief functions and parametric models (with discussion), J. Roy. Stat. Soc. Ser. B 44 (1982) 322-352.
    • (1982) J. Roy. Stat. Soc. Ser. B , vol.44 , pp. 322-352
    • Shafer, G.1
  • 75
    • 84972513480 scopus 로고
    • Probability judgement in artificial intelligence and expert systems
    • G. Shafer, Probability judgement in artificial intelligence and expert systems, Stat. Sci. 2 (1987) 3-16.
    • (1987) Stat. Sci. , vol.2 , pp. 3-16
    • Shafer, G.1
  • 76
    • 0001099898 scopus 로고
    • Perspectives on the theory and practice of belief functions
    • G. Shafer, Perspectives on the theory and practice of belief functions, Int. J. Approx. Reasoning 4 (1990) 323-362.
    • (1990) Int. J. Approx. Reasoning , vol.4 , pp. 323-362
    • Shafer, G.1
  • 77
    • 8344290702 scopus 로고
    • Rejoinders to comments on "perspectives on the theory and practice of belief functions"
    • G. Shafer, Rejoinders to comments on "Perspectives on the theory and practice of belief functions", Int. J. Approx. Reasoning 6 (1992) 445-480.
    • (1992) Int. J. Approx. Reasoning , vol.6 , pp. 445-480
    • Shafer, G.1
  • 78
    • 0023446625 scopus 로고
    • Implementing Dempster's rule for hierarchical evidence
    • G. Shafer and R. Logan, Implementing Dempster's rule for hierarchical evidence, Artif. Intell. 33 (1987) 271-298.
    • (1987) Artif. Intell. , vol.33 , pp. 271-298
    • Shafer, G.1    Logan, R.2
  • 79
    • 0002985393 scopus 로고
    • Propagating belief functions with local computations
    • P. Shenoy and G. Shafer, Propagating belief functions with local computations, IEEE Expert 1 (3) (1986) 43-52.
    • (1986) IEEE Expert , vol.1 , Issue.3 , pp. 43-52
    • Shenoy, P.1    Shafer, G.2
  • 80
    • 30244460537 scopus 로고
    • A survey of techniques for inference under uncertainty
    • F.K.J. Sheridan, A survey of techniques for inference under uncertainty, Artif. Intell. Rev. 5 (1991) 89-119.
    • (1991) Artif. Intell. Rev. , vol.5 , pp. 89-119
    • Sheridan, F.K.J.1
  • 82
    • 0016722472 scopus 로고
    • A model of inexact reasoning in medicine
    • E.H. Shortliffe and B.G. Buchanan, A model of inexact reasoning in medicine, Math. Biosci. 23 (1975) 351-379.
    • (1975) Math. Biosci. , vol.23 , pp. 351-379
    • Shortliffe, E.H.1    Buchanan, B.G.2
  • 83
    • 0002286737 scopus 로고
    • Belief functions
    • P. Smets, A. Mamdani, D. Dubois and H. Prade, eds., Academic Press, London
    • P. Smets, Belief functions, in: P. Smets, A. Mamdani, D. Dubois and H. Prade, eds., Non-Standard Logics for Automated Reasoning (Academic Press, London, 1988) 253-286.
    • (1988) Non-standard Logics for Automated Reasoning , pp. 253-286
    • Smets, P.1
  • 84
    • 0041462838 scopus 로고
    • The transferable belief model and other interpretations of Dempster-Shafer's model
    • P.P. Bonissone, M. Henrion, L.N. Kanal and J.F. Lemmer, eds., North-Holland, Amsterdam
    • P. Smets, The transferable belief model and other interpretations of Dempster-Shafer's model, in: P.P. Bonissone, M. Henrion, L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence 6 (North-Holland, Amsterdam, 1991) 375-383.
    • (1991) Uncertainty in Artificial Intelligence , vol.6 , pp. 375-383
    • Smets, P.1
  • 85
    • 38249012826 scopus 로고
    • Resolving misunderstandings about belief functions
    • P. Smets, Resolving misunderstandings about belief functions, Int. J. Approx. Reasoning 6 (1992) 321-344.
    • (1992) Int. J. Approx. Reasoning , vol.6 , pp. 321-344
    • Smets, P.1
  • 86
    • 0028406490 scopus 로고
    • The transferable belief model
    • P. Smets and R. Kennes, The transferable belief model, Artif. Intell. 66 (1994) 191-234.
    • (1994) Artif. Intell. , vol.66 , pp. 191-234
    • Smets, P.1    Kennes, R.2
  • 88
    • 0003095061 scopus 로고
    • Consistency in statistical inference and decision
    • C.A.B. Smith, Consistency in statistical inference and decision (with discussion), J. Roy. Stat. Soc. Ser. B 23 (1961) 1-37.
    • (1961) J. Roy. Stat. Soc. Ser. B , vol.23 , pp. 1-37
    • Smith, C.A.B.1
  • 90
    • 0007226368 scopus 로고
    • A statistical view of uncertainty in expert systems
    • W.A. Gale, ed., Addison-Wesley, Reading, MA
    • D.J. Spiegelhalter, A statistical view of uncertainty in expert systems, in: W.A. Gale, ed., Artificial Intelligence and Statistics (Addison-Wesley, Reading, MA, 1986).
    • (1986) Artificial Intelligence and Statistics
    • Spiegelhalter, D.J.1
  • 92
    • 0000080396 scopus 로고
    • Statistical and knowledge-based approaches to clinical decision-support systems, with an application in gastroenterology
    • D.J. Spiegelhalter and R.P. Knill-Jones, Statistical and knowledge-based approaches to clinical decision-support systems, with an application in gastroenterology (with discussion), J. Roy. Stat. Soc. Ser. A 147 (1984) 35-76.
    • (1984) J. Roy. Stat. Soc. Ser. A , vol.147 , pp. 35-76
    • Spiegelhalter, D.J.1    Knill-Jones, R.P.2
  • 93
    • 0346273878 scopus 로고
    • Decision analysis using belief functions
    • T.M. Strat, Decision analysis using belief functions, Int. J. Approx. Reasoning 4 (1990) 391-417.
    • (1990) Int. J. Approx. Reasoning , vol.4 , pp. 391-417
    • Strat, T.M.1
  • 95
    • 38249008516 scopus 로고
    • Interval probability propagation
    • B. Tessem, Interval probability propagation, Int. J. Approx. Reasoning 7 (1992) 95-120.
    • (1992) Int. J. Approx. Reasoning , vol.7 , pp. 95-120
    • Tessem, B.1
  • 96
    • 0026122354 scopus 로고
    • On the justification of Dempster's rule of combination
    • F. Voorbraak, On the justification of Dempster's rule of combination, Artif. Intell. 48 (1991) 171-197.
    • (1991) Artif. Intell. , vol.48 , pp. 171-197
    • Voorbraak, F.1
  • 99
    • 0000587796 scopus 로고
    • Belief function representations of statistical evidence
    • P. Walley, Belief function representations of statistical evidence, Ann. Stat. 15 (1987) 1439-1465.
    • (1987) Ann. Stat. , vol.15 , pp. 1439-1465
    • Walley, P.1
  • 101
    • 85029988547 scopus 로고
    • Statistics Research Report, Department of Mathematics, University of Western Australia, Perth
    • P. Walley, Measures of uncertainty in expert systems, Statistics Research Report, Department of Mathematics, University of Western Australia, Perth (1991).
    • (1991) Measures of Uncertainty in Expert Systems
    • Walley, P.1
  • 102
    • 0001907991 scopus 로고    scopus 로고
    • Inferences from multinomial data: Learning about a bag of marbles
    • P. Walley, Inferences from multinomial data: learning about a bag of marbles (with discussion), J. Roy. Stat. Soc. Ser. B 58 (1996) 3-57.
    • (1996) J. Roy. Stat. Soc. Ser. B , vol.58 , pp. 3-57
    • Walley, P.1
  • 103
    • 30244507786 scopus 로고    scopus 로고
    • Statistical inferences based on a second-order possibility distribution
    • P. Walley, Statistical inferences based on a second-order possibility distribution (with discussion), J. Am. Star. Assoc. 91 (1996).
    • (1996) J. Am. Star. Assoc. , vol.91
    • Walley, P.1
  • 104
    • 0025553178 scopus 로고
    • Uncertainty and indeterminacy in assessing the economic viability of energy options: A case study of solar heating systems in Brazil
    • P. Walley and F.M. Campello de Souza, Uncertainty and indeterminacy in assessing the economic viability of energy options: a case study of solar heating systems in Brazil, Energy Syst. Policy 14 (1990) 281-304.
    • (1990) Energy Syst. Policy , vol.14 , pp. 281-304
    • Walley, P.1    Campello De Souza, F.M.2
  • 105
    • 0000224928 scopus 로고
    • Varieties of modal (classificatory) and comparative probability
    • P. Walley and T.L. Fine, Varieties of modal (classificatory) and comparative probability, Synthese 41 (1979) 321-374.
    • (1979) Synthese , vol.41 , pp. 321-374
    • Walley, P.1    Fine, T.L.2
  • 106
    • 0000587795 scopus 로고
    • Towards a frequentist theory of upper and lower probability
    • P. Walley and T.L. Fine, Towards a frequentist theory of upper and lower probability, Ann. Stat. 10 (1982) 741-761.
    • (1982) Ann. Stat. , vol.10 , pp. 741-761
    • Walley, P.1    Fine, T.L.2
  • 108
    • 38249011673 scopus 로고
    • Comments on Shafer's "perspectives on the theory and practice of belief functions"
    • L.A. Wasserman, Comments on Shafer's "Perspectives on the theory and practice of belief functions", Int. J. Approx. Reasoning 6 (1992) 367-375.
    • (1992) Int. J. Approx. Reasoning , vol.6 , pp. 367-375
    • Wasserman, L.A.1
  • 109
    • 0001225772 scopus 로고
    • Bayes' theorem for Choquet capacities
    • L.A. Wasserman and J. Kadane, Bayes' theorem for Choquet capacities, Ann. Stat. 18 (1990) 1328-1339.
    • (1990) Ann. Stat. , vol.18 , pp. 1328-1339
    • Wasserman, L.A.1    Kadane, J.2
  • 111
    • 0001469175 scopus 로고
    • Indeterminate probabilities
    • M. Przelecki, K. Szaniawski and R. Wojcicki, eds., Reidel, Dordrecht
    • P.M. Williams, Indeterminate probabilities, in: M. Przelecki, K. Szaniawski and R. Wojcicki, eds., Formal Methods in the Methodology of Empirical Sciences (Reidel, Dordrecht, 1976) 229-246.
    • (1976) Formal Methods in the Methodology of Empirical Sciences , pp. 229-246
    • Williams, P.M.1
  • 112
    • 0010597831 scopus 로고
    • A Monte-Carlo algorithm for Dempster-Shafer belief
    • B.D. D'Ambrosio, P. Smets and P.P. Bonissone, eds., Los Angeles, CA Morgan Kaufmann, San Mateo, CA
    • N. Wilson, A Monte-Carlo algorithm for Dempster-Shafer belief, in: B.D. D'Ambrosio, P. Smets and P.P. Bonissone, eds., Proceedings Seventh International Conference on Uncertainty in AI, Los Angeles, CA (Morgan Kaufmann, San Mateo, CA, 1991) 414-417.
    • (1991) Proceedings Seventh International Conference on Uncertainty in AI , pp. 414-417
    • Wilson, N.1
  • 113
    • 38249012628 scopus 로고
    • The combination of belief: When and how fast?
    • N. Wilson, The combination of belief: when and how fast?, Int. J. Approx. Reasoning 6 (1992) 377-388.
    • (1992) Int. J. Approx. Reasoning , vol.6 , pp. 377-388
    • Wilson, N.1
  • 115
    • 30244513198 scopus 로고
    • An efficient implementation of belief function propagation
    • B.D. D'Ambrosio, P. Smets and P.P. Bonissone, eds., Los Angeles, CA Morgan Kaufmann, San Mateo, CA
    • H. Xu, An efficient implementation of belief function propagation, in: B.D. D'Ambrosio, P. Smets and P.P. Bonissone, eds., Proceedings Seventh International Conference on Uncertainty in AI, Los Angeles, CA (Morgan Kaufmann, San Mateo, CA, 1991) 425-432.
    • (1991) Proceedings Seventh International Conference on Uncertainty in AI , pp. 425-432
    • Xu, H.1
  • 116
    • 84974751564 scopus 로고
    • An introduction to applications of possibility theory
    • R.R. Yager, An introduction to applications of possibility theory (with discussion), Human Syst. Manage. 3 (1983) 246-269.
    • (1983) Human Syst. Manage. , vol.3 , pp. 246-269
    • Yager, R.R.1
  • 117
    • 34248666540 scopus 로고
    • Fuzzy sets
    • L.A. Zadeh, Fuzzy sets. Inf. Control 8 (1965) 338-353.
    • (1965) Inf. Control , vol.8 , pp. 338-353
    • Zadeh, L.A.1
  • 118
    • 0016631726 scopus 로고
    • The concept of a linguistic variable and its application to approximate reasoning (part 3)
    • L.A. Zadeh, The concept of a linguistic variable and its application to approximate reasoning (Part 3), Inf. Sci. 9 (1976) 43-80.
    • (1976) Inf. Sci. , vol.9 , pp. 43-80
    • Zadeh, L.A.1
  • 119
    • 49349133217 scopus 로고
    • Fuzzy sets as a basis for a theory of possibility
    • L.A. Zadeh, Fuzzy sets as a basis for a theory of possibility, Fuzzy Sets Syst. 1 (1978) 3-28.
    • (1978) Fuzzy Sets Syst. , vol.1 , pp. 3-28
    • Zadeh, L.A.1
  • 120
    • 0001096516 scopus 로고
    • A theory of approximate reasoning
    • J. Hayes, D. Michie and L.I. Mikulich, eds., Halstead Press, New York
    • L.A. Zadeh, A theory of approximate reasoning, in: J. Hayes, D. Michie and L.I. Mikulich, eds., Machine Intelligence 9 (Halstead Press, New York, 1979) 149-194.
    • (1979) Machine Intelligence , vol.9 , pp. 149-194
    • Zadeh, L.A.1
  • 121
    • 0020843799 scopus 로고
    • The role of fuzzy logic in the management of uncertainty in expert systems
    • L.A. Zadeh, The role of fuzzy logic in the management of uncertainty in expert systems, Fuzzy Sets Syst. 11 (1983) 199-227.
    • (1983) Fuzzy Sets Syst. , vol.11 , pp. 199-227
    • Zadeh, L.A.1
  • 122
    • 0022847460 scopus 로고
    • Is probability theory sufficient for dealing with uncertainty in AI: A negative view
    • L.N. Kanal and J.F. Lemmer, eds., North-Holland, Amsterdam
    • L.A. Zadeh, Is probability theory sufficient for dealing with uncertainty in AI: a negative view, in: L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence (North-Holland, Amsterdam, 1986) 103-116.
    • (1986) Uncertainty in Artificial Intelligence , pp. 103-116
    • Zadeh, L.A.1


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