메뉴 건너뛰기




Volumn 40, Issue 2, 1999, Pages 185-213

Numerical reasoning with an ILP system capable of lazy evaluation and customised search

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CONSTRAINT THEORY; DIGITAL ARITHMETIC; KNOWLEDGE ENGINEERING; MATHEMATICAL MODELS; NEURAL NETWORKS; NUMERICAL METHODS; PROBLEM SOLVING; REGRESSION ANALYSIS;

EID: 0032687672     PISSN: 07431066     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0743-1066(99)00018-7     Document Type: Article
Times cited : (28)

References (49)
  • 1
    • 0004358364 scopus 로고
    • Inductive learning applied to program construction and verification
    • Available as Technical Report IJS-DP-6707, J. Stefan Inst., Ljubljana, Slovenia
    • I. Bratko, M. Grobelnik, Inductive learning applied to program construction and verification, in: Proceedings of the Third International Workshop on Inductive Logic Programming. Available as Technical Report IJS-DP-6707, J. Stefan Inst., Ljubljana, Slovenia, 1993, pp. 279-292.
    • (1993) Proceedings of the Third International Workshop on Inductive Logic Programming , pp. 279-292
    • Bratko, I.1    Grobelnik, M.2
  • 3
    • 1442337803 scopus 로고
    • Learning stage transition rules with Indlog
    • S. Wrobel, (ed.), Gesellschaft fur Mathematik und Datenverarbeitung MBH, GMD-Studien Nr 237
    • R. Camacho, Learning stage transition rules with Indlog, in: S. Wrobel, (ed.), Proceedings of the Fourth International Inductive Logic Programming Workshop, Gesellschaft fur Mathematik und Datenverarbeitung MBH, GMD-Studien Nr 237, 1994.
    • (1994) Proceedings of the Fourth International Inductive Logic Programming Workshop
    • Camacho, R.1
  • 5
    • 85013807597 scopus 로고    scopus 로고
    • European Commission, ESPRIT Long term research project 20237 - ILP II, Technical Annex I, European Commission, Directorate General, Industry, Brussels, 1996
    • European Commission, ESPRIT Long term research project 20237 - ILP II, Technical Annex I, European Commission, Directorate General, Industry, Brussels, 1996.
  • 6
    • 0026087709 scopus 로고
    • Structure-activity relationship of mutagenic aromatic and heteroaromatic nitro compounds, correlation with molecular orbital energies and hydrophobicity
    • A.K. Debnath, R.L. Lopez de Compadre, G. Debnath, A.J. Schusterman, C. Hansch, Structure-activity relationship of mutagenic aromatic and heteroaromatic nitro compounds, correlation with molecular orbital energies and hydrophobicity, J. Medicinal Chem. 34 (2) (1975) 786-797.
    • (1975) J. Medicinal Chem. , vol.34 , Issue.2 , pp. 786-797
    • Debnath, A.K.1    Lopez De Compadre, R.L.2    Debnath, G.3    Schusterman, A.J.4    Hansch, C.5
  • 7
    • 0003323974 scopus 로고
    • The application of inductive logic programming to finite element mesh design
    • S. Muggleton, (Ed.), London
    • B. Dolsak, S. Muggleton, The application of inductive logic programming to finite element mesh design, in: S. Muggleton, (Ed.), Inductive Logic Programming. Academic Press, London, 1992, pp. 453-472.
    • (1992) Inductive Logic Programming. Academic Press , pp. 453-472
    • Dolsak, B.1    Muggleton, S.2
  • 8
    • 0029220108 scopus 로고
    • Discovering dynamics: From inductive logic programming to machine discovery
    • S. Dzeroski, L. Todorovski, Discovering dynamics: From inductive logic programming to machine discovery, J. Intell. Inform. Sys. 4 (1995) 89-108.
    • (1995) J. Intell. Inform. Sys. , vol.4 , pp. 89-108
    • Dzeroski, S.1    Todorovski, L.2
  • 11
    • 0344889711 scopus 로고
    • Inducing temporal fault dignostic rules from a qualitative model
    • S. Muggleton, (Ed.), Academic Press, London
    • C. Feng, Inducing temporal fault dignostic rules from a qualitative model, in: S. Muggleton, (Ed.), Inductive Logic Programming, Academic Press, London, 1992, pp. 473-486.
    • (1992) Inductive Logic Programming , pp. 473-486
    • Feng, C.1
  • 12
    • 0003071129 scopus 로고
    • Generalization and learnability: A study of constrained atoms
    • S. Muggleton, (Ed.), Academic Press, London
    • C.D. Page Jr., A.M. Frisch, Generalization and learnability: A study of constrained atoms, in: S. Muggleton, (Ed.), Inductive Logic Programming, Academic Press, London, 1992, pp. 29-56.
    • (1992) Inductive Logic Programming , pp. 29-56
    • Page C.D., Jr.1    Frisch, A.M.2
  • 13
    • 0345320921 scopus 로고
    • Relational regression: First steps
    • J. Stefan Inst., Ljubljana, Yugoslavia
    • A. Karalic, Relational regression: first steps, Technical report ijs-dp-7001, J. Stefan Inst., Ljubljana, Yugoslavia, 1994.
    • (1994) Technical Report ijs-dp-7001
    • Karalic, A.1
  • 14
    • 0031074323 scopus 로고    scopus 로고
    • First-order regression (special issue on ILP)
    • A. Karalic, I. Bratko, First-order regression (special issue on ILP), Machine Learning Journal 26 (1997) 147-176.
    • (1997) Machine Learning Journal , vol.26 , pp. 147-176
    • Karalic, A.1    Bratko, I.2
  • 15
    • 0030044168 scopus 로고    scopus 로고
    • Structure-activity relationships derived by machine learning: The use of atoms and their bond connectivities to predict mutagenicity by inductive logic programming
    • R.D. King, S.H. Muggleton, A. Srinivasan, M.J.E. Sternberg, Structure-activity relationships derived by machine learning: The use of atoms and their bond connectivities to predict mutagenicity by inductive logic programming, Proc. Nat. Acad. Sci. 93 (1996) 438-442.
    • (1996) Proc. Nat. Acad. Sci. , vol.93 , pp. 438-442
    • King, R.D.1    Muggleton, S.H.2    Srinivasan, A.3    Sternberg, M.J.E.4
  • 16
    • 0026459988 scopus 로고
    • Drug design by machine learning: The use of inductive logic programming to model the structure-activity relationships of trimethoprim analogues binding to dihydrofolate reductase
    • R.D. King, S.H. Muggleton, M.J.E. Sternberg, Drug design by machine learning: The use of inductive logic programming to model the structure-activity relationships of trimethoprim analogues binding to dihydrofolate reductase, Proc. Nat. Acad. Sci. 89 (23) (1992) 11322-11326.
    • (1992) Proc. Nat. Acad. Sci. , vol.89 , Issue.23 , pp. 11322-11326
    • King, R.D.1    Muggleton, S.H.2    Sternberg, M.J.E.3
  • 20
    • 0000827179 scopus 로고
    • BOXES: An experiment in adaptive control
    • E. Dale, D. Michie (Eds.), Oliver and Boyd, Edinburgh
    • D. Michie, R.A. Chambers, BOXES: An experiment in adaptive control, in: E. Dale, D. Michie (Eds.), Machine Intelligence 2, Oliver and Boyd, Edinburgh, 1968, pp. 137-152.
    • (1968) Machine Intelligence , vol.2 , pp. 137-152
    • Michie, D.1    Chambers, R.A.2
  • 21
    • 0344889710 scopus 로고
    • An inductive logic programming approach to constraint acquisition for constraint-based problem solving
    • L. De Raedt (Ed.), Katholieke Universiteit Leuven, Heverlee, Belgium
    • F. Mizoguchi, H. Ohwada, An inductive logic programming approach to constraint acquisition for constraint-based problem solving, in: L. De Raedt (Ed.), Fifth International Inductive Logic Programming Workshop, Katholieke Universiteit Leuven, Heverlee, Belgium, 1995.
    • (1995) Fifth International Inductive Logic Programming Workshop
    • Mizoguchi, F.1    Ohwada, H.2
  • 22
    • 0000640432 scopus 로고
    • Inductive logic programming
    • S. Muggleton, Inductive logic programming, New Gen. Comput. 8 (4) (1991) 295-318.
    • (1991) New Gen. Comput. , vol.8 , Issue.4 , pp. 295-318
    • Muggleton, S.1
  • 23
    • 0003156949 scopus 로고
    • Inductive logic programming: Derivations, successes and shortcomings
    • S. Muggleton, Inductive logic programming: derivations, successes and shortcomings, SIGART Bulletin 5 (1) (1994) 5-11.
    • (1994) SIGART Bulletin , vol.5 , Issue.1 , pp. 5-11
    • Muggleton, S.1
  • 24
    • 77951503082 scopus 로고
    • Inverse entailment and Progol
    • S. Muggleton, Inverse entailment and Progol, New Gen. Comput 13 (1995) 245-286.
    • (1995) New Gen. Comput , vol.13 , pp. 245-286
    • Muggleton, S.1
  • 26
    • 0026492833 scopus 로고
    • Predicting protein secondary structure using inductive logic programming
    • S. Muggleton, R. King, M. Sternberg, Predicting protein secondary structure using inductive logic programming, Protein Engineering 5 (1992) 647-657.
    • (1992) Protein Engineering , vol.5 , pp. 647-657
    • Muggleton, S.1    King, R.2    Sternberg, M.3
  • 31
    • 85013839939 scopus 로고    scopus 로고
    • University of Stuttgart, Snns user manual, version 4.1, Technical Report 6/95, Institute for Parallel and Distributed High Performance Systems, Stuttgart, 1995
    • University of Stuttgart, Snns user manual, version 4.1, Technical Report 6/95, Institute for Parallel and Distributed High Performance Systems, Stuttgart, 1995.
  • 33
    • 0001172265 scopus 로고
    • Learning logical definitions from relations
    • J.R. Quinlan, Learning logical definitions from relations, Machine Learning 5 (1990) 239-266.
    • (1990) Machine Learning , vol.5 , pp. 239-266
    • Quinlan, J.R.1
  • 35
    • 0004239919 scopus 로고
    • Efficient top-down induction of logic programs
    • J.R. Quinlan, R.M. Cameron-Jones, Efficient top-down induction of logic programs, SIGART Bulletin 5 (1) (1994) 33-42.
    • (1994) SIGART Bulletin , vol.5 , Issue.1 , pp. 33-42
    • Quinlan, J.R.1    Cameron-Jones, R.M.2
  • 36
    • 0345320917 scopus 로고    scopus 로고
    • Clausal discovery
    • Katholieke Universiteit Leuven, Heverlee, Belgium
    • L. De Raedt, L. Dehaspe, Clausal discovery, Technical Report CW 238, Katholieke Universiteit Leuven, Heverlee, Belgium, 1996.
    • (1996) Technical Report CW 238
    • De Raedt, L.1    Dehaspe, L.2
  • 37
    • 0031073733 scopus 로고    scopus 로고
    • Clausal discovery (special issue on ILP)
    • L. De Raedt, L. Dehaspe, Clausal discovery (special issue on ILP), Machine Learning 26 (1997) 99-146.
    • (1997) Machine Learning , vol.26 , pp. 99-146
    • De Raedt, L.1    Dehaspe, L.2
  • 38
    • 0028529173 scopus 로고
    • First order jk-clausal theories are PAC-learnable
    • L. DeRaedt, S. Dzeroski, First order jk-clausal theories are PAC-learnable, Artificial Intelligence 70 (1994) 375-392.
    • (1994) Artificial Intelligence , vol.70 , pp. 375-392
    • Deraedt, L.1    Dzeroski, S.2
  • 41
    • 0345320916 scopus 로고
    • Constraint inductive Logic Programming
    • L. De Raedt (Ed.), Katholieke Universiteit Leuven, Heverlee, Belgium
    • M. Sebag, C. Rouveirol, Constraint inductive Logic Programming, in: L. De Raedt (Ed.), Fifth International Inductive Logic Programming Workshop, Katholieke Universiteit Leuven, Heverlee, Belgium, 1995.
    • (1995) Fifth International Inductive Logic Programming Workshop
    • Sebag, M.1    Rouveirol, C.2
  • 44
    • 9444248896 scopus 로고    scopus 로고
    • Feature construction with inductive logic programming: A study of quantitative predictions of biological activity aided by structural attributes
    • LNAI, Springer, Berlin
    • A. Srinivasan, R.D. King, Feature construction with inductive logic programming: a study of quantitative predictions of biological activity aided by structural attributes, in: Proceedings of the Sixth Inductive Logic Programming Workshop, LNAI, Springer, Berlin, 1996.
    • (1996) Proceedings of the Sixth Inductive Logic Programming Workshop
    • Srinivasan, A.1    King, R.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.