메뉴 건너뛰기




Volumn 1314, Issue , 1997, Pages 315-336

Learning logic programs with random classification noise

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER CIRCUITS;

EID: 84949200960     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-63494-0_63     Document Type: Conference Paper
Times cited : (1)

References (23)
  • 1
    • 0000492326 scopus 로고
    • Learning from noisy examples
    • D. Angluin and P. Laird. Learning from noisy examples. Machine Learning, 2(4):343-370, 1988.
    • (1988) Machine Learning , vol.2 , Issue.4 , pp. 343-370
    • Angluin, D.1    Laird, P.2
  • 3
    • 0000450110 scopus 로고
    • Pac-learning recursive logic programs: Efficient algorithms
    • W. W. Cohen. Pac-learning recursive logic programs: efficient algorithms. J. AI Research, 2:501-539, 1995.
    • (1995) J. AI Research , vol.2 , pp. 501-539
    • Cohen, W.W.1
  • 4
    • 0000450112 scopus 로고
    • Pac-learning recursive logic programs: Negative results
    • W. W. Cohen. Pac-learning recursive logic programs: negative results. J. AI Research, 2:541-573, 1995.
    • (1995) J. AI Research , vol.2 , pp. 541-573
    • Cohen, W.W.1
  • 5
  • 9
    • 0013411860 scopus 로고
    • Can PAC learning algorithms tolerate random attribute noise?
    • S. A. Goldman and R. H. Sloan. Can PAC learning algorithms tolerate random attribute noise? Algorithmica, 14:70-84, 1995.
    • (1995) Algorithmica , vol.14 , pp. 70-84
    • Goldman, S.A.1    Sloan, R.H.2
  • 10
    • 84947403595 scopus 로고
    • Probability inequalities for sums of bounded random variables
    • W. Hoeffding. Probability inequalities for sums of bounded random variables. Journal of the American Statistical Association, 58(301):13-30, Mar. 1963.
    • (1963) Journal of the American Statistical Association , vol.58 , Issue.301 , pp. 13-30
    • Hoeffding, W.1
  • 12
    • 0027188175 scopus 로고
    • Efficient noise-tolerant learning from statistical queries
    • ACM Press, New York, NY
    • M. Kearns. Efficient noise-tolerant learning from statistical queries. In Proc. 25th Annu. ACM Sympos. Theory Comput., pages 392-401. ACM Press, New York, NY, 1993.
    • (1993) Proc. 25Th Annu. ACM Sympos. Theory Comput , pp. 392-401
    • Kearns, M.1
  • 13
    • 0027640858 scopus 로고
    • Learning in the presence of malicious errors
    • M. Kearns and M. Li. Learning in the presence of malicious errors. SIAM J. Comput., 22:807-837, 1993.
    • (1993) SIAM J. Comput , vol.22 , pp. 807-837
    • Kearns, M.1    Li, M.2
  • 15
    • 84880669849 scopus 로고
    • Inductive learning of relations from noisy examples
    • In S. H. Muggleton, editor, London, Academic Press
    • N. Lavrac and S. Dzeroski. Inductive learning of relations from noisy examples. In S. H. Muggleton, editor, Inductive Logic Programming, pages 495-514, London, 1992. Academic Press.
    • (1992) Inductive Logic Programming , pp. 495-514
    • Lavrac, N.1    Dzeroski, S.2
  • 17
    • 0001953060 scopus 로고    scopus 로고
    • Handling imperfect data in inductive logic programming
    • L. De Raedt, editor, IOS Press
    • N. Lavrac, S. Dzeroski, and I. Bratko. Handling imperfect data in inductive logic programming. In L. De Raedt, editor, Advances in Inductive Logic Programming, pages 48-64. IOS Press, 1996.
    • (1996) Advances in Inductive Logic Programming , pp. 48-64
    • Lavrac, N.1    Dzeroski, S.2    Bratko, I.3
  • 19
    • 0002304628 scopus 로고
    • Efficient induction of logic programs
    • S. Muggleton, editor, Inductive Logic Programming, Academic Press
    • S. Muggleton and C. Feng. Efficient induction of logic programs. In S. Muggleton, editor, Inductive Logic Programming, pages 281-298. Academic Press, 1992.
    • (1992) Inductive Logic Programming , pp. 281-298
    • Muggleton, S.1    Feng, C.2
  • 21
    • 0000607171 scopus 로고
    • Four types of noise in data for PAC learning
    • R. H. Sloan. Four types of noise in data for PAC learning. Inf. Process. Lett., 54:157-162, 1995.
    • (1995) Inf. Process. Lett , vol.54 , pp. 157-162
    • Sloan, R.H.1
  • 23
    • 0002202594 scopus 로고    scopus 로고
    • Learning disjunctions of conjunctions
    • Los Angeles, California, 1985. International Joint Committee for Artificial Intelligence
    • L. G. Valiant. Learning disjunctions of conjunctions. In Proceedings of the 9th International Joint Conference on Artificial Intelligence, vol. 1, pages 560-566, Los Angeles, California, 1985. International Joint Committee for Artificial Intelligence.
    • Proceedings of the 9Th International Joint Conference on Artificial Intelligence , vol.1 , pp. 560-566
    • Valiant, L.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.