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Volumn 4894 LNAI, Issue , 2008, Pages 200-210

Revising first-order logic theories from examples through stochastic local search

Author keywords

[No Author keywords available]

Indexed keywords

COST EFFECTIVENESS; LEARNING SYSTEMS; RANDOM PROCESSES; SET THEORY; USER INTERFACES;

EID: 40249096014     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-78469-2_21     Document Type: Conference Paper
Times cited : (8)

References (15)
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    • Bratko, I.: Refining complete hypotheses in ILP. In: Džeroski, S., Flach, P.A. (eds.) ILP 1999. LNCS (LNAI), 1634, pp. 44-55. Springer, Heidelberg (1999)
    • Bratko, I.: Refining complete hypotheses in ILP. In: Džeroski, S., Flach, P.A. (eds.) ILP 1999. LNCS (LNAI), vol. 1634, pp. 44-55. Springer, Heidelberg (1999)
  • 2
    • 1942514338 scopus 로고    scopus 로고
    • Learning decision rules by randomized iterative local search
    • Chishohn, M., Tadepalli, P.: Learning decision rules by randomized iterative local search. In: Proc. of the 19th ICML, pp. 75-82 (2002)
    • (2002) Proc. of the 19th ICML , pp. 75-82
    • Chishohn, M.1    Tadepalli, P.2
  • 3
    • 0000183134 scopus 로고
    • Relating chemical activity to structure: An examination of ILP successes
    • King, R.D., Sternberg, M.J.E., Srinivasan, A.: Relating chemical activity to structure: An examination of ILP successes. New Generation Computing 13(3-4), 411-433 (1995)
    • (1995) New Generation Computing , vol.13 , Issue.3-4 , pp. 411-433
    • King, R.D.1    Sternberg, M.J.E.2    Srinivasan, A.3
  • 4
    • 77951503082 scopus 로고
    • Inverse entailment and Progol
    • Muggleton, S.: Inverse entailment and Progol. New Generation Computing 13, 245-286 (1995)
    • (1995) New Generation Computing , vol.13 , pp. 245-286
    • Muggleton, S.1
  • 5
    • 38049098082 scopus 로고    scopus 로고
    • Paes, A., Železný, F., Zaverucha, G., Page, D., Srinivasan, A.: ILP through propositionalization and stochastic k-term DNF learning. In: Muggleton, S., Otero, R., Tamaddoni-Nezhad, A. (eds.) ILP 2006. LNCS (LNAI), 4455, pp. 379-393. Springer, Heidelberg (2007)
    • Paes, A., Železný, F., Zaverucha, G., Page, D., Srinivasan, A.: ILP through propositionalization and stochastic k-term DNF learning. In: Muggleton, S., Otero, R., Tamaddoni-Nezhad, A. (eds.) ILP 2006. LNCS (LNAI), vol 4455, pp. 379-393. Springer, Heidelberg (2007)
  • 6
    • 40249086349 scopus 로고    scopus 로고
    • Further results on revising first-order theories through Stochastic Local Search
    • Technical report, Federal University of Rio de Janeiro
    • Paes, A., Zaverucha, G., Costa, V.S.: Further results on revising first-order theories through Stochastic Local Search. In: Technical report, Federal University of Rio de Janeiro (2007)
    • (2007)
    • Paes, A.1    Zaverucha, G.2    Costa, V.S.3
  • 7
    • 0029308579 scopus 로고
    • Automated refinement of first-order Horn-clause domain theories
    • Richards, B.L., Mooney, R.J.: Automated refinement of first-order Horn-clause domain theories. Machine Learning 19(2), 95-131 (1995)
    • (1995) Machine Learning , vol.19 , Issue.2 , pp. 95-131
    • Richards, B.L.1    Mooney, R.J.2
  • 8
    • 1942516820 scopus 로고    scopus 로고
    • Stochastic local search in k-term DNF learning
    • Rückert, U., Kramer, S.: Stochastic local search in k-term DNF learning. In: Proc. of the 20th ICML, pp. 648-655 (2003)
    • (2003) Proc. of the 20th ICML , pp. 648-655
    • Rückert, U.1    Kramer, S.2
  • 10
    • 0027001335 scopus 로고    scopus 로고
    • Selman, B., Levesque, H.J., Mitchell, D.G.: A. new method for solving hard satisfiability problems. In: Proc. of the 10th AAAI, pp. 440-446 (1992)
    • Selman, B., Levesque, H.J., Mitchell, D.G.: A. new method for solving hard satisfiability problems. In: Proc. of the 10th AAAI, pp. 440-446 (1992)
  • 12
    • 84957891317 scopus 로고    scopus 로고
    • Srinivasan, A., King, R.D., Muggleton, S., Sternberg, M.J.E.: Carcinogenesis predictions using ILP. In: Džeroski, S., Lavrač, N. (eds.) ILP 1997. LNCS, 1297, pp. 273-287. Springer, Heidelberg (1997)
    • Srinivasan, A., King, R.D., Muggleton, S., Sternberg, M.J.E.: Carcinogenesis predictions using ILP. In: Džeroski, S., Lavrač, N. (eds.) ILP 1997. LNCS, vol. 1297, pp. 273-287. Springer, Heidelberg (1997)
  • 13
    • 0030212927 scopus 로고    scopus 로고
    • Theories for mutagenicity: A study in first-order and feature-based induction
    • Srinivasan, A., Muggleton, S., Sternberg, M.J.E., King, R.D.: Theories for mutagenicity: A study in first-order and feature-based induction. Artificial Intelligence 85(1-2), 277-299 (1996)
    • (1996) Artificial Intelligence , vol.85 , Issue.1-2 , pp. 277-299
    • Srinivasan, A.1    Muggleton, S.2    Sternberg, M.J.E.3    King, R.D.4
  • 14
    • 33748255460 scopus 로고    scopus 로고
    • Randomised restarted search in ILP
    • Železný, F., Srinivasan, A., Page, D.: Randomised restarted search in ILP. Machine Learning 64(1-3), 183-208 (2006)
    • (2006) Machine Learning , vol.64 , Issue.1-3 , pp. 183-208
    • Železný, F.1    Srinivasan, A.2    Page, D.3
  • 15
    • 0001936070 scopus 로고    scopus 로고
    • First-order theory refinement
    • De Raedt, L, ed, IOS Press, Amsterdam
    • Wrobel, S.: First-order theory refinement. In: De Raedt, L. (ed.) Advances in Inductive Logic Programming, pp. 14-33. IOS Press, Amsterdam (1996)
    • (1996) Advances in Inductive Logic Programming , pp. 14-33
    • Wrobel, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.