메뉴 건너뛰기




Volumn 26, Issue 2, 2001, Pages 67-100

Similarity-based inference as evidential reasoning

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DECISION THEORY; MATHEMATICAL MODELS; PROBABILITY DISTRIBUTIONS; PROBLEM SOLVING;

EID: 0343832235     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0888-613X(00)00062-1     Document Type: Article
Times cited : (19)

References (64)
  • 1
    • 0000217085 scopus 로고
    • Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms
    • Aha D.W. Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms. Int. J. Man-Mach. Stud. 36:1992;267-287.
    • (1992) Int. J. Man-Mach. Stud. , vol.36 , pp. 267-287
    • Aha, D.W.1
  • 6
    • 0030109039 scopus 로고    scopus 로고
    • Generalized union and project operations for pooling uncertain and imprecise information
    • Bell D.A., Guan J.W., Lee S.K. Generalized union and project operations for pooling uncertain and imprecise information. Data Knowledge Engrg. 18:1996;89-117.
    • (1996) Data Knowledge Engrg. , vol.18 , pp. 89-117
    • Bell, D.A.1    Guan, J.W.2    Lee, S.K.3
  • 7
    • 84958671410 scopus 로고    scopus 로고
    • Case-based reasoning in care-partner: Gathering evidence for evidence-based medical practice
    • in: B. Smyth, P. Cunningham (Eds.), Springer, Berlin
    • I. Bichindaritz, E. Kansu, K.M. Sullivan, Case-based reasoning in care-partner: gathering evidence for evidence-based medical practice, in: B. Smyth, P. Cunningham (Eds.), Adavances in Case-Based Reasoning, Springer, Berlin, 1998, pp. 334-345.
    • (1998) Adavances in Case-Based Reasoning , pp. 334-345
    • Bichindaritz, I.1    Kansu, E.2    Sullivan, K.M.3
  • 8
    • 0008183566 scopus 로고    scopus 로고
    • Aggregation and Fusion of Imperfect Information
    • (Ed.), Heidelberg
    • B. Bouchon-Meunier (Ed.), Aggregation and Fusion of Imperfect Information, Physica, Heidelberg, 1998.
    • (1998) Physica
    • Bouchon-Meunier, B.1
  • 10
    • 84915212583 scopus 로고
    • Estimation by the nearest neighbor rule
    • Cover T.M. Estimation by the nearest neighbor rule. IEEE Trans. Inform. Theory. IT-14(1):1968;50-55.
    • (1968) IEEE Trans. Inform. Theory , vol.14 , Issue.1 , pp. 50-55
    • Cover, T.M.1
  • 12
    • 0004977620 scopus 로고
    • NN concepts and techniques, An introductory survey
    • in: B.V. Dasarathy (Ed.), IEEE Computer Society Press, Washington
    • B.V. Dasarathy, NN concepts and techniques, An introductory survey, in: B.V. Dasarathy (Ed.), Nearest Neighbor (NN) Norms: NN Pattern Classification Techniques, IEEE Computer Society Press, Washington, 1991, pp. 1-30.
    • (1991) Nearest Neighbor (NN) Norms: NN Pattern Classification Techniques , pp. 1-30
    • Dasarathy, B.V.1
  • 13
    • 0343913074 scopus 로고
    • Upper and lower probability induced by a random closed interval
    • Dempster A.P. Upper and lower probability induced by a random closed interval. Annal. Math. Statistics. 39:1968;219-246.
    • (1968) Annal. Math. Statistics , vol.39 , pp. 219-246
    • Dempster, A.P.1
  • 14
    • 0029307876 scopus 로고
    • A k-nearest neighbor classification rule based on Dempster-Shafer theory
    • Denoeux T. A k-nearest neighbor classification rule based on Dempster-Shafer theory. IEEE Trans. Syst., Man Cybernet. 25(5):1995;804-813.
    • (1995) IEEE Trans. Syst., Man Cybernet. , vol.25 , Issue.5 , pp. 804-813
    • Denoeux, T.1
  • 18
    • 84948155046 scopus 로고    scopus 로고
    • Flexible control of case-based prediction in the framework of possiblity theory
    • in: E. Blanzieri, L. Portinale (Eds.), Trento, Italy, Springer, Berlin
    • D. Dubois, E. Hüllermeier, H. Prade, Flexible control of case-based prediction in the framework of possiblity theory, in: E. Blanzieri, L. Portinale (Eds.), Advances in Case-Based Reasoning, Proceedings EWCBR-2000, Trento, Italy, Springer, Berlin, 2000, pp. 61-73.
    • Advances in Case-Based Reasoning, Proceedings EWCBR-2000 , vol.2000 , pp. 61-73
    • Dubois, D.1    Hüllermeier, E.2    Prade, H.3
  • 19
    • 0002076565 scopus 로고    scopus 로고
    • Formalizing case-based inference using fuzzy rules
    • in: S.K. Pal, D.Y. So, T. Dillon (Eds.), Springer, Berlin
    • D. Dubois, E. Hüllermeier, H. Prade, Formalizing case-based inference using fuzzy rules, in: S.K. Pal, D.Y. So, T. Dillon (Eds.), Soft Computing in Case-Based Reasoning, Springer, Berlin, 2000.
    • Soft Computing in Case-Based Reasoning , vol.2000
    • Dubois, D.1    Hüllermeier, E.2    Prade, H.3
  • 20
    • 45949116219 scopus 로고
    • Properties of measures of information in evidence and possibility theories
    • Dubois D., Prade H. Properties of measures of information in evidence and possibility theories. Fuzzy Sets Syst. 24:1987;161-182.
    • (1987) Fuzzy Sets Syst. , vol.24 , pp. 161-182
    • Dubois, D.1    Prade, H.2
  • 21
    • 0002859278 scopus 로고
    • On the combination of evidence in various mathematical frameworks
    • in: J. Flamm, T. Luisi (Eds.), Kluwer Academic Publishers, Dordrecht
    • D. Dubois, H. Prade, On the combination of evidence in various mathematical frameworks, in: J. Flamm, T. Luisi (Eds.), Reliability Data Collection and Analysis, Kluwer Academic Publishers, Dordrecht, 1992, pp. 213-241.
    • (1992) Reliability Data Collection and Analysis , pp. 213-241
    • Dubois, D.1    Prade, H.2
  • 23
    • 0001538462 scopus 로고
    • Group consensus probability distributions: A critical survey
    • in: J.M. Bernardo, et al. (Eds.), North-Holland, Amsterdam
    • S. French, Group consensus probability distributions: a critical survey, in: J.M. Bernardo, et al. (Eds.), Bayesian Statistics, vol. 2, North-Holland, Amsterdam, 1985, pp. 183-201.
    • (1985) Bayesian Statistics , vol.2 , pp. 183-201
    • French, S.1
  • 24
    • 0020369795 scopus 로고
    • A parametrically-defined nearest neighbor distance measure
    • Fukunaga K., Flick T. A parametrically-defined nearest neighbor distance measure. Pattern Recognition Lett. 1:1982;3-5.
    • (1982) Pattern Recognition Lett. , vol.1 , pp. 3-5
    • Fukunaga, K.1    Flick, T.2
  • 25
    • 0000962453 scopus 로고    scopus 로고
    • Parallel combination of information sources
    • in: D.M. Gabbay, Ph. Smets (Eds.), Kluwer Academic Publishers, Dordrecht
    • J. Gebhardt, R. Kruse, Parallel combination of information sources, in: D.M. Gabbay, Ph. Smets (Eds.), Handbook of Defeasible Reasoning and Uncertainty Management Systems, vol. 3, Kluwer Academic Publishers, Dordrecht, 1998, pp. 393-439.
    • (1998) Handbook of Defeasible Reasoning and Uncertainty Management Systems , vol.3 , pp. 393-439
    • Gebhardt, J.1    Kruse, R.2
  • 26
    • 84972539429 scopus 로고
    • Combining probability distributions: A critique and an annotated bibliography
    • Genest C., Zidek J.V. Combining probability distributions: a critique and an annotated bibliography. Statist. Sci. 1(1):1986;114-148.
    • (1986) Statist. Sci. , vol.1 , Issue.1 , pp. 114-148
    • Genest, C.1    Zidek, J.V.2
  • 27
    • 84958622823 scopus 로고    scopus 로고
    • An evolutionary agent model of case-based classification
    • in: B. Smith, B. Faltings (Eds.), Lausanne, Springer, Berlin
    • Y. Huang, An evolutionary agent model of case-based classification, in: B. Smith, B. Faltings (Eds.), Advances in Case-Based Reasoning, Proceedings EWCBR-96, Lausanne, Springer, Berlin, 1996, pp. 193-203.
    • (1996) Advances in Case-Based Reasoning, Proceedings EWCBR-96 , pp. 193-203
    • Huang, Y.1
  • 28
    • 84957694240 scopus 로고    scopus 로고
    • Exploiting similarity for supporting data analysis and problem solving
    • in: D.J. Hand, J.N. Kok, M.R. Berthold (Eds.), Amsterdam, Springer, Berlin, August
    • E. Hüllermeier, Exploiting similarity for supporting data analysis and problem solving, in: D.J. Hand, J.N. Kok, M.R. Berthold (Eds.), Advances in Intelligent Data Analysis, Proceedings IDA-99, Amsterdam, Springer, Berlin, August 1999, pp. 257-268.
    • (1999) Advances in Intelligent Data Analysis, Proceedings IDA-99 , pp. 257-268
    • Hüllermeier, E.1
  • 30
    • 4244031157 scopus 로고    scopus 로고
    • Toward a probabilistic formalization of case-based inference
    • in: T. Dean (Ed.), Stockholm, Sweden, Morgan Kaufmann, Los Altos, CA, July/August
    • E. Hüllermeier, Toward a probabilistic formalization of case-based inference, in: T. Dean (Ed.), Proceedings of the 16th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, Morgan Kaufmann, Los Altos, CA, July/August 1999, pp. 248-253.
    • (1999) Proceedings of the 16th International Joint Conference on Artificial Intelligence , pp. 248-253
    • Hüllermeier, E.1
  • 31
    • 84948157990 scopus 로고    scopus 로고
    • A method for predicting solutions in case-based problem solving
    • in: E. Blanzieri, L. Portinale (Eds.), Trento, Italy, Springer, Berlin
    • E. Hüllermeier, A method for predicting solutions in case-based problem solving, in: E. Blanzieri, L. Portinale (Eds.), Advances in Case-Based Reasoning, Proceedings EWCBR-2000, Trento, Italy, Springer, Berlin, 2000, pp. 124-135.
    • (2000) Advances in Case-Based Reasoning, Proceedings EWCBR-2000 , pp. 124-135
    • Hüllermeier, E.1
  • 33
    • 0012778422 scopus 로고
    • Evidence as opinions of experts
    • in: J.F. Lemmer, L.N. Kanal (Eds.), North-Holland, Amsterdam
    • R. Hummel, L. Landy, Evidence as opinions of experts, in: J.F. Lemmer, L.N. Kanal (Eds.), Uncertainty in Artificial Intelligence, vol. 2, North-Holland, Amsterdam, 1988, pp. 43-53.
    • (1988) Uncertainty in Artificial Intelligence , vol.2 , pp. 43-53
    • Hummel, R.1    Landy, L.2
  • 34
    • 0001930614 scopus 로고
    • Measures of uncertainty in the Dempster-Shafer theory of evidence
    • in: R.R. Yager, M. Fedrizzi, J. Kacprzyk (Eds.), Wiley, New York
    • G.J. Klir, Measures of uncertainty in the Dempster-Shafer theory of evidence, in: R.R. Yager, M. Fedrizzi, J. Kacprzyk (Eds.), Advances in the Dempster-Shafer Theory of Evidence, Wiley, New York, 1994, pp. 35-49.
    • (1994) Advances in the Dempster-Shafer Theory of Evidence , pp. 35-49
    • Klir, G.J.1
  • 41
    • 0001583284 scopus 로고
    • On random sets and belief functions
    • Nguyen H.T. On random sets and belief functions. J. Math. Anal. Appl. 65:1978;531-542.
    • (1978) J. Math. Anal. Appl. , vol.65 , pp. 531-542
    • Nguyen, H.T.1
  • 42
    • 0013445073 scopus 로고
    • Verification and validation of case-based systems
    • O'Leary D. Verification and validation of case-based systems. Expert Syst. Appl. 6:1993;57-66.
    • (1993) Expert Syst. Appl. , vol.6 , pp. 57-66
    • O'Leary, D.1
  • 43
    • 0032044827 scopus 로고    scopus 로고
    • A logical approach to case-based reasoning using fuzzy similarity relations
    • Plaza E., Esteva F., Garcia P., Godo L., Lopez de Mantaras R. A logical approach to case-based reasoning using fuzzy similarity relations. Inform. Sci. 106:1998;105-122.
    • (1998) Inform. Sci. , vol.106 , pp. 105-122
    • Plaza, E.1    Esteva, F.2    Garcia, P.3    Godo, L.4    Lopez De Mantaras, R.5
  • 44
    • 38249034837 scopus 로고
    • Uniqueness of information measure in the theory of evidence
    • Ramer A. Uniqueness of information measure in the theory of evidence. Fuzzy Sets Syst. 24:1987;183-196.
    • (1987) Fuzzy Sets Syst. , vol.24 , pp. 183-196
    • Ramer, A.1
  • 45
    • 84958057797 scopus 로고
    • Case-based reasoning for multi-step problems and its integration with heuristic search
    • in: J.P. Haton, M. Keane, M. Manago (Eds.), Chantilly, France, Springer, Berlin
    • C. Reiser, H. Kaindl, Case-based reasoning for multi-step problems and its integration with heuristic search, in: J.P. Haton, M. Keane, M. Manago (Eds.), Adavances in Case-Based Reasoning, Proceedings EWCBR-94, Chantilly, France, Springer, Berlin, 1994, pp. 113-125.
    • (1994) Adavances in Case-Based Reasoning, Proceedings EWCBR-94 , pp. 113-125
    • Reiser, C.1    Kaindl, H.2
  • 46
    • 84947703348 scopus 로고
    • Learning a local metric for case-based reasoning
    • Sesimbra, Portugal, Springer, Berlin
    • F. Ricci, P. Avesani, Learning a local metric for case-based reasoning, in: Proceedings ICCBR-95, Sesimbra, Portugal, Springer, Berlin, 1995, pp. 301-312.
    • (1995) In: Proceedings ICCBR-95 , pp. 301-312
    • Ricci, F.1    Avesani, P.2
  • 47
    • 0026156490 scopus 로고
    • A nearest hyperrectangle learning method
    • Salzberg S. A nearest hyperrectangle learning method. Machine Learning. 6:1991;251-276.
    • (1991) Machine Learning , vol.6 , pp. 251-276
    • Salzberg, S.1
  • 48
    • 0029359014 scopus 로고
    • Elicitation, assessment, and pooling of expert judgements using possibility theory
    • Sandri S.A., Dubois D., Kalsfbeek K. Elicitation, assessment, and pooling of expert judgements using possibility theory. IEEE Trans. Fuzzy Syst. 3(3):1995;313-335.
    • (1995) IEEE Trans. Fuzzy Syst. , vol.3 , Issue.3 , pp. 313-335
    • Sandri, S.A.1    Dubois, D.2    Kalsfbeek, K.3
  • 51
    • 0019610270 scopus 로고
    • The optimal distance measure for nearest neighbor classification
    • Short R., Fukunaga K. The optimal distance measure for nearest neighbor classification. IEEE Trans. Inform. Theory. 27:1981;622-627.
    • (1981) IEEE Trans. Inform. Theory , vol.27 , pp. 622-627
    • Short, R.1    Fukunaga, K.2
  • 53
    • 0020781323 scopus 로고
    • Information content of an evidence
    • Smets P. Information content of an evidence. Int. J. Man-Mach. Stud. 19:1983;33-43.
    • (1983) Int. J. Man-Mach. Stud. , vol.19 , pp. 33-43
    • Smets, P.1
  • 54
    • 0040318408 scopus 로고
    • The concept of distinct evidence
    • Palma de Mallorca, Spain
    • P. Smets, The concept of distinct evidence, in: Proceedings IPMU-92, Palma de Mallorca, Spain, 1992, pp. 789-794.
    • (1992) In: Proceedings IPMU-92 , pp. 789-794
    • Smets, P.1
  • 55
    • 0028406490 scopus 로고
    • The transferable belief model
    • Smets P., Kennes R. The transferable belief model. Artificial Intell. 66:1994;191-234.
    • (1994) Artificial Intell. , vol.66 , pp. 191-234
    • Smets, P.1    Kennes, R.2
  • 57
    • 84958648522 scopus 로고    scopus 로고
    • Modelling the competence of case-bases
    • in: B. Smyth, P. Cunningham (Eds.), Springer, Berlin
    • B. Smyth, E. Mc Kenna, Modelling the competence of case-bases, in: B. Smyth, P. Cunningham (Eds.), Advances in Case-Based Reasoning, Proceedings EWCBR-98, Springer, Berlin, 1998, pp. 208-220.
    • (1998) Advances in Case-Based Reasoning, Proceedings EWCBR-98 , pp. 208-220
    • Smyth, B.1    Mc Kenna, E.2
  • 60
    • 84958633189 scopus 로고    scopus 로고
    • A study on competence-preserving case replacing strategies in case-based reasoning
    • in: B. Smyth, P. Cunningham (Eds.), Springer, Berlin
    • J. Surma, J. Tyburcy, A study on competence-preserving case replacing strategies in case-based reasoning, in: B. Smyth, P. Cunningham (Eds.), Advances in Case-Based Reasoning, Proceedings EWCBR-98, Springer, Berlin, 1998, pp. 233-238.
    • (1998) Advances in Case-Based Reasoning, Proceedings EWCBR-98 , pp. 233-238
    • Surma, J.1    Tyburcy, J.2
  • 63
    • 0020970445 scopus 로고
    • Entropy and specificity in a mathematical theory of evidence
    • Yager R.R. Entropy and specificity in a mathematical theory of evidence. Int. J. General Syst. 9:1983;249-260.
    • (1983) Int. J. General Syst. , vol.9 , pp. 249-260
    • Yager, R.R.1
  • 64
    • 0032072012 scopus 로고    scopus 로고
    • An evidence-theoretic k-NN rule with parameter optimization
    • Zouhal L.M., Denoeux T. An evidence-theoretic k-NN rule with parameter optimization. IEEE Trans. Syst., Man Cybernet. C. 28(2):1998;263-271.
    • (1998) IEEE Trans. Syst., Man Cybernet. C , vol.28 , Issue.2 , pp. 263-271
    • Zouhal, L.M.1    Denoeux, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.