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Volumn 44, Issue 5, 1997, Pages 697-725

Learning to reason

Author keywords

Common sense reasoning; Computational learning; Knowledge representation; Model based reasoning

Indexed keywords

ARTIFICIAL INTELLIGENCE; INTERFACES (COMPUTER); KNOWLEDGE ACQUISITION; KNOWLEDGE REPRESENTATION; QUERY LANGUAGES;

EID: 0031224128     PISSN: 00045411     EISSN: None     Source Type: Journal    
DOI: 10.1145/265910.265918     Document Type: Article
Times cited : (62)

References (47)
  • 2
    • 0000710299 scopus 로고
    • Queries and concept learning
    • ANGLUIN, D. 1988. Queries and concept learning. Mach. Learn. 2, 4 (Apr.), 319-342.
    • (1988) Mach. Learn. , vol.2 , Issue.4 APR , pp. 319-342
    • Angluin, D.1
  • 3
    • 0026999435 scopus 로고
    • Computational learning theory: Survey and selected bibliography
    • Victoria, B.C., Canada, May 4-6. ACM, New York
    • ANGLUIN, D. 1992. Computational learning theory: Survey and selected bibliography. In Proceedings of the 24th Annual ACM Symposium on Theory of Computing (Victoria, B.C., Canada, May 4-6). ACM, New York, pp. 351-369.
    • (1992) Proceedings of the 24th Annual ACM Symposium on Theory of Computing , pp. 351-369
    • Angluin, D.1
  • 4
    • 0000492326 scopus 로고
    • Learning from noisy examples
    • ANGLUIN, D., AND LAIRD, P. 1988. Learning from noisy examples. Mach. Learn. 2, 4, 343-370.
    • (1988) Mach. Learn. , vol.2 , Issue.4 , pp. 343-370
    • Angluin, D.1    Laird, P.2
  • 5
    • 0013446086 scopus 로고
    • Randomly fallible teachers: Learning monotone DNF with an incomplete membership oracle
    • ANGLUIN, D., AND SLONIM, D. K. 1994. Randomly fallible teachers: Learning monotone DNF with an incomplete membership oracle. Mach. Learn. 19, 7-126.
    • (1994) Mach. Learn. , vol.19 , pp. 7-126
    • Angluin, D.1    Slonim, D.K.2
  • 7
    • 0030283418 scopus 로고    scopus 로고
    • From statistical knowledge bases to degrees of beliefs
    • BACCHUS, F., GROVE, A., HALPERN, J. Y., AND KOLLER, D. 1996. From statistical knowledge bases to degrees of beliefs. Artif. Int. 87, 1-2, 75-143.
    • (1996) Artif. Int. , vol.87 , Issue.1-2 , pp. 75-143
    • Bacchus, F.1    Grove, A.2    Halpern, J.Y.3    Koller, D.4
  • 8
    • 0025957717 scopus 로고
    • Intelligence without representation
    • BROOKS, R. A. 1991. Intelligence without representation. Artif. Int. 47, 139-159.
    • (1991) Artif. Int. , vol.47 , pp. 139-159
    • Brooks, R.A.1
  • 9
    • 58149319164 scopus 로고
    • Exact learning via the monotone theory
    • BSHOUTY, N. H. 1995. Exact learning via the monotone theory. Inf. Comput. 123, 1, 146-153.
    • (1995) Inf. Comput. , vol.123 , Issue.1 , pp. 146-153
    • Bshouty, N.H.1
  • 10
    • 0003551140 scopus 로고
    • Lecture Notes in Artificial Intelligence, Springer-Verlag, New York
    • CADOLI, M. 1995. Tractable Reasoning in Artificial Intelligence. In Lecture Notes in Artificial Intelligence, vol. 941. Springer-Verlag, New York.
    • (1995) Tractable Reasoning in Artificial Intelligence , vol.941
    • Cadoli, M.1
  • 11
    • 0000079650 scopus 로고
    • Structure identification in relational data
    • DECHTER, R., AND PEARL, J. 1992. Structure identification in relational data. Artif. Int. 58, 237-270.
    • (1992) Artif. Int. , vol.58 , pp. 237-270
    • Dechter, R.1    Pearl, J.2
  • 12
    • 0026137239 scopus 로고
    • Two theses of knowledge representation: Language restrictions, taxonomic classification, and the utility of representation services
    • DOYLE, J., AND PATIL, R. 1991. Two theses of knowledge representation: Language restrictions, taxonomic classification, and the utility of representation services. Artif. Int. 48, 261-297.
    • (1991) Artif. Int. , vol.48 , pp. 261-297
    • Doyle, J.1    Patil, R.2
  • 14
    • 85027108143 scopus 로고
    • Learning from entailment: An application to propositional Horn sentences
    • Morgan-Kaufmann, San Mateo, Calif.
    • FRAZIER, M., AND PITT. L. 1993. Learning from entailment: An application to propositional Horn sentences. In Proceedings of the International Conference on Machine Learning. Morgan-Kaufmann, San Mateo, Calif.
    • (1993) Proceedings of the International Conference on Machine Learning
    • Frazier, M.1    Pitt, L.2
  • 17
    • 0001247275 scopus 로고
    • Propagating uncertainty in Bayesian networks by probabilistic logic sampling
    • HENRION, M. 1988. Propagating uncertainty in Bayesian networks by probabilistic logic sampling. In Uncertainty in Artificial Intelligence.
    • (1988) Uncertainty in Artificial Intelligence
    • Henrion, M.1
  • 18
    • 0006494007 scopus 로고
    • An efficient membership-query algorithm for learning DNF with respect to the uniform distribution
    • IEEE, New York
    • JACKSON, J. 1994. An efficient membership-query algorithm for learning DNF with respect to the uniform distribution. In Proceedings of the IEEE Symposium on Foundation of Computer Science. IEEE, New York, pp. 42-53.
    • (1994) Proceedings of the IEEE Symposium on Foundation of Computer Science , pp. 42-53
    • Jackson, J.1
  • 20
    • 0029275286 scopus 로고
    • Horn approximations of empirical data
    • KAUTZ, H., KEARNS, M., AND SELMAN, B. 1995. Horn approximations of empirical data. Artif. Int. 74, 129-145.
    • (1995) Artif. Int. , vol.74 , pp. 129-145
    • Kautz, H.1    Kearns, M.2    Selman, B.3
  • 25
    • 0030288991 scopus 로고    scopus 로고
    • Reasoning with models
    • KHARDON, R., AND ROTH, D. 1996. Reasoning with models. Artif. int. 87, 1-2, 187-213.
    • (1996) Artif. Int. , vol.87 , Issue.1-2 , pp. 187-213
    • Khardon, R.1    Roth, D.2
  • 26
    • 5544320690 scopus 로고    scopus 로고
    • Default-reasoning with models
    • to appear
    • KHARDON, R., AND ROTH, D. 1997. Default-reasoning with models. Artif. Int. J., to appear.
    • (1997) Artif. Int. J.
    • Khardon, R.1    Roth, D.2
  • 27
    • 0026001869 scopus 로고
    • Foundations of AI: The big issues
    • KIRSH, D. 1991. Foundations of AI: The big issues. Artif. Int. 47, 3-30.
    • (1991) Artif. Int. , vol.47 , pp. 3-30
    • Kirsh, D.1
  • 28
    • 0021466634 scopus 로고
    • Foundations of a functional approach to knowledge representation
    • LEVESQUE, H. J. 1984. Foundations of a functional approach to knowledge representation. Artif. Int. 23, 155-212.
    • (1984) Artif. Int. , vol.23 , pp. 155-212
    • Levesque, H.J.1
  • 29
    • 0002047021 scopus 로고
    • Making believers out of computers
    • LEVESQUE, H. 1986. Making believers out of computers. Artif. Int. 30, 81-108.
    • (1986) Artif. Int. , vol.30 , pp. 81-108
    • Levesque, H.1
  • 31
    • 0003212645 scopus 로고
    • A fundamental tradeoff in knowledge representation and reasoning
    • R. Brachman and H. Levesque, eds. Morgan-Kaufman, San Mateo, Calif.
    • LEVESQUE, H., AND BRACHMAN, R. 1985. A fundamental tradeoff in knowledge representation and reasoning. In Readings in Knowledge Representation, R. Brachman and H. Levesque, eds. Morgan-Kaufman, San Mateo, Calif.
    • (1985) Readings in Knowledge Representation
    • Levesque, H.1    Brachman, R.2
  • 32
    • 34250091945 scopus 로고
    • Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm
    • LITTLESTONE, N. 1988. Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm. Mach. Learn. 2, 285-318.
    • (1988) Mach. Learn. , vol.2 , pp. 285-318
    • Littlestone, N.1
  • 33
    • 0342290884 scopus 로고
    • Programs with common sense
    • R. Brachman and H. Levesque, eds. Morgan-Kaufmann, San Mateo, Calif.
    • MCCARTHY, J. 1985. Programs with common sense. In Readings in Knowledge Representation, 1985, R. Brachman and H. Levesque, eds. Morgan-Kaufmann, San Mateo, Calif.
    • (1985) Readings in Knowledge Representation, 1985
    • Mccarthy, J.1
  • 34
    • 0030170414 scopus 로고    scopus 로고
    • Off-line reasoning for on-line efficiency: Knowledge bases
    • MOSES, Y., AND TENNENHOLTZ, M. 1996. Off-line reasoning for on-line efficiency: Knowledge bases. Artif. Int. 83, 2, 229-239.
    • (1996) Artif. Int. , vol.83 , Issue.2 , pp. 229-239
    • Moses, Y.1    Tennenholtz, M.2
  • 35
    • 0022659563 scopus 로고
    • Probabilistic logic
    • NILSSON, N. J. 1986. Probabilistic logic. Artif. Int. 28, 71-87.
    • (1986) Artif. Int. , vol.28 , pp. 71-87
    • Nilsson, N.J.1
  • 36
    • 0026005474 scopus 로고
    • Logic and artificial intelligence
    • NILSSON, N. J. 1991. Logic and artificial intelligence. Artif. Int. 47, 31-56.
    • (1991) Artif. Int. , vol.47 , pp. 31-56
    • Nilsson, N.J.1
  • 39
    • 0030120958 scopus 로고    scopus 로고
    • On the hardness of approximate reasoning
    • ROTH, D. 1996. On the hardness of approximate reasoning. Artif. int. 82, 1-2 (Apr.), 273-302.
    • (1996) Artif. Int. , vol.82 , Issue.1-2 APR , pp. 273-302
    • Roth, D.1
  • 40
    • 0003447256 scopus 로고
    • Ph.D. dissertation. Department of Computer Science, University of Toronto, Toronto, Ont., Canada
    • SELMAN, B. 1990. Tractable default reasoning. Ph.D. dissertation. Department of Computer Science, University of Toronto, Toronto, Ont., Canada.
    • (1990) Tractable Default Reasoning
    • Selman, B.1
  • 41
    • 0030102186 scopus 로고    scopus 로고
    • Knowledge compilation and theory approximation
    • SELMAN, B., AND KAUTZ, H. 1996. Knowledge compilation and theory approximation. J. ACM 43, 2 (Mar.), 193-224.
    • (1996) J. ACM , vol.43 , Issue.2 MAR , pp. 193-224
    • Selman, B.1    Kautz, H.2
  • 43
    • 0021518106 scopus 로고
    • A theory of the learnable
    • VALIANT, L. G. 1984. A theory of the learnable. Commun. ACM 27, 11 (Nov.), 1134-1142.
    • (1984) Commun. ACM , vol.27 , Issue.11 NOV , pp. 1134-1142
    • Valiant, L.G.1
  • 45
    • 0004170359 scopus 로고
    • Nov. Oxford University Press, Oxford, England
    • VALIANT, L. G. 1994. Circuits of the Mind (Nov.). Oxford University Press, Oxford, England.
    • (1994) Circuits of the Mind
    • Valiant, L.G.1
  • 47
    • 0022911518 scopus 로고
    • NP is as easy as detecting unique solutions
    • VALIANT, L. G., AND VAZIRANI, V. V. 1986. NP is as easy as detecting unique solutions. Theoret. Comput. Sci. 47, 85-93.
    • (1986) Theoret. Comput. Sci. , vol.47 , pp. 85-93
    • Valiant, L.G.1    Vazirani, V.V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.