메뉴 건너뛰기




Volumn 3, Issue 1, 1999, Pages 37-57

Feature construction with inductive logic programming: A study of quantitative predictions of biological activity aided by structural attributes

Author keywords

Constructive induction; Drug design; ILP; Indicator variables; QSAR; Scientific discovery

Indexed keywords


EID: 22644452635     PISSN: 13845810     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009815821645     Document Type: Article
Times cited : (56)

References (13)
  • 1
    • 0026075594 scopus 로고
    • Applications of Neural Networks in Quantitative Structure-Activity Relationship of Dihydrofolate Reductase
    • Andrea, T.A. and Kalayeh, H. 1991. Applications of Neural Networks in Quantitative Structure-Activity Relationship of Dihydrofolate Reductase. Journal of Medicinal Chemistry, 34:2824-2836.
    • (1991) Journal of Medicinal Chemistry , vol.34 , pp. 2824-2836
    • Andrea, T.A.1    Kalayeh, H.2
  • 2
    • 0004358364 scopus 로고
    • Inductive learning applied to program construction and verification
    • Available as Technical Report IJS-DP-6707, J. Stefan Inst., Ljubljana, Slovenia
    • Bratko, I. and Grobelnik, M. 1993. Inductive learning applied to program construction and verification. In Third International Workshop on Inductive Logic Programming, pages 279-292. Available as Technical Report IJS-DP-6707, J. Stefan Inst., Ljubljana, Slovenia.
    • (1993) Third International Workshop on Inductive Logic Programming , pp. 279-292
    • Bratko, I.1    Grobelnik, M.2
  • 4
    • 0001001905 scopus 로고
    • Polynomial learnability and inductive logic programming: Methods and results
    • Cohen, W. and Page, C.D. 1995. Polynomial learnability and inductive logic programming: Methods and results. New Generation Computing, 13(3,4):369-409.
    • (1995) New Generation Computing , vol.13 , Issue.3-4 , pp. 369-409
    • Cohen, W.1    Page, C.D.2
  • 5
    • 27144551601 scopus 로고
    • A regression analysis program incorporating heuristic term selection
    • E. Dale and D. Michie, editors, Oliver and Boyd
    • Collins, J.S. 1968. A regression analysis program incorporating heuristic term selection. In E. Dale and D. Michie, editors, Machine Intelligence 2. Oliver and Boyd.
    • (1968) Machine Intelligence , vol.2
    • Collins, J.S.1
  • 6
    • 0028261516 scopus 로고
    • The Use of the GRID Program in the 3-D QSAR Analysis of a series of Calcium-Channel Agonists
    • Davis, A.M., Gensmantel, N.P., Johansson, E. and Marriott, D.P. 1994. The Use of the GRID Program in the 3-D QSAR Analysis of a series of Calcium-Channel Agonists. Journal of Medicinal Chemistry, 37:963-972.
    • (1994) Journal of Medicinal Chemistry , vol.37 , pp. 963-972
    • Davis, A.M.1    Gensmantel, N.P.2    Johansson, E.3    Marriott, D.P.4
  • 7
    • 0026087709 scopus 로고
    • Structure-Activity Relationship of Mutagenic Aromatic and Heteroaromatic Nitro compounds. Correlation with molecular orbital energies and hydrophobicity
    • Debnath, A.K., Lopez de Compadre, R.L., Debnath, G., Schusterman, A.J. and Mansch, C. 1991. Structure-Activity Relationship of Mutagenic Aromatic and Heteroaromatic Nitro compounds. Correlation with molecular orbital energies and hydrophobicity. Journal of Medicinal Chemistry, 34(2):786-797.
    • (1991) Journal of Medicinal Chemistry , vol.34 , Issue.2 , pp. 786-797
    • Debnath, A.K.1    De Lopez Compadre, R.L.2    Debnath, G.3    Schusterman, A.J.4    Mansch, C.5
  • 8
    • 0342671724 scopus 로고
    • Interactive concept-learning and constructive induction by analogy
    • De Raedt, L. and Bruynooghe, M. 1992. Interactive concept-learning and constructive induction by analogy. Machine Learning, 8(2):107-150.
    • (1992) Machine Learning , vol.8 , Issue.2 , pp. 107-150
    • De Raedt, L.1    Bruynooghe, M.2
  • 9
    • 0003323974 scopus 로고
    • The application of Inductive Logic Programming to finite element mesh design
    • S. Muggleton, editor, Academic Press, London
    • Dolsak, B. and Muggleton, S. 1992. The application of Inductive Logic Programming to finite element mesh design. In S. Muggleton, editor, Inductive Logic Programming, pages 453-472. Academic Press, London.
    • (1992) Inductive Logic Programming , pp. 453-472
    • Dolsak, B.1    Muggleton, S.2
  • 12
    • 0344889711 scopus 로고
    • Inducing temporal fault dignostic rules from a qualitative model
    • S. Muggleton, editor, Academic Press, London
    • Feng, C. 1992. Inducing temporal fault dignostic rules from a qualitative model. In S. Muggleton, editor, Inductive Logic Programming, pages 473-486. Academic Press, London.
    • (1992) Inductive Logic Programming , pp. 473-486
    • Feng, C.1
  • 13
    • 84952149204 scopus 로고
    • A Statistical View of Some Chemometrics Regression Tools
    • Frank, I.E. and Friedman, J.H. 1993. A Statistical View of Some Chemometrics Regression Tools. Technometrics, 35(2):109-135.
    • (1993) Technometrics , vol.35 , Issue.2 , pp. 109-135
    • Frank, I.E.1    Friedman, J.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.