메뉴 건너뛰기




Volumn 194, Issue , 2006, Pages 113-135

Support vector inductive logic programming

Author keywords

[No Author keywords available]

Indexed keywords


EID: 33845245143     PISSN: 14349922     EISSN: None     Source Type: Book Series    
DOI: 10.1007/10985687_5     Document Type: Article
Times cited : (3)

References (49)
  • 1
    • 0028461417 scopus 로고
    • "Automated learning of decision rules for text categorization"
    • C. Apt, F.J. Damerau, and S.M. Weiss. "Automated learning of decision rules for text categorization." ACM Trans on Information Systems, 12:pP.233-251, 1994.
    • (1994) ACM Trans on Information Systems , vol.12 , pp. 233-251
    • Apt, C.1    Damerau, F.J.2    Weiss, S.M.3
  • 4
    • 0000913324 scopus 로고    scopus 로고
    • "Svmtorch: Support vector machines for largescale regression problems"
    • R. Collobert and S. Bengio. "Svmtorch: Support vector machines for largescale regression problems." Journal of Machine Learning Research, 1:pP.143-160, 2001.
    • (2001) Journal of Machine Learning Research , vol.1 , pp. 43-160
    • Collobert, R.1    Bengio, S.2
  • 6
    • 0003798635 scopus 로고    scopus 로고
    • "zAn introduction to Support Vector Machines"
    • Cambridge University Press, Cambridge, UK
    • N. Cristianini and J. Shawe-Taylor "zAn introduction to Support Vector Machines." Cambridge University Press, Cambridge, UK, 2000.
    • (2000)
    • Cristianini, N.1    Shawe-Taylor, J.2
  • 9
    • 0031997218 scopus 로고    scopus 로고
    • "Pharmacophore discovery using the Inductive Logic Programming system Progol"
    • P.Finn, S.H. Muggleton, D.Page, and A. Srinivasan. "Pharmacophore discovery using the Inductive Logic Programming system Progol." Machine Learning, 30:pP.241-271, 1998.
    • (1998) Machine Learning , vol.30 , pp. 241-271
    • Finn, P.1    Muggleton, S.H.2    Page, D.3    Srinivasan, A.4
  • 12
    • 0004019973 scopus 로고    scopus 로고
    • "Convolution kernels on discrete structures"
    • Technical Report UCSC-CRL-99-10, University of California in Santa Cruz, Computer Science Department, July
    • 12.D. Haussler. "Convolution kernels on discrete structures. "Technical Report UCSC-CRL-99-10, University of California in Santa Cruz, Computer Science Department, July 1999.
    • (1999)
    • Haussler, D.1
  • 13
    • 0035312303 scopus 로고    scopus 로고
    • "Relational instance-based learning with lists and terms"
    • T. Horvath, S. Wrobel, and U. Bohnebeck. "Relational instance-based learning with lists and terms." Machine Learning, 43(1/2):53-80, 2001.
    • (2001) Machine Learning , vol.43 , Issue.1-2 , pp. 53-80
    • Horvath, T.1    Wrobel, S.2    Bohnebeck, U.3
  • 15
    • 0030044168 scopus 로고    scopus 로고
    • "Structureactivity relationships derived by machine learning: The use of atoms and their bond connectives to predict mutagenicity by inductive logic programming"
    • R.D. King, S.H. Muggleton, A. Srinivasan, and M.Sternberg. "Structureactivity relationships derived by machine learning: The use of atoms and their bond connectives to predict mutagenicity by inductive logic programming." Proceedings of the National Academy of Sciences, 93:438-442, 1996.
    • (1996) Proceedings of the National Academy of Sciences , vol.93 , pp. 438-442
    • King, R.D.1    Muggleton, S.H.2    Srinivasan, A.3    Sternberg, M.4
  • 17
    • 0041775676 scopus 로고    scopus 로고
    • "Diffusion kernels on graphs and other discrete input spaces"
    • R.I. Kondor and J. Lafferty. "Diffusion kernels on graphs and other discrete input spaces." In ICML, 2002.
    • (2002) ICML
    • Kondor, R.I.1    Lafferty, J.2
  • 19
    • 1942515438 scopus 로고    scopus 로고
    • "Propositionalisation approaches to Relational Data Mining"
    • In S. Dzeroski and N. Larac, editors, Springer, Berlin
    • S.Kramer, N. Lavrac, and P. Flach. "Propositionalisation approaches to Relational Data Mining." In S. Dzeroski and N. Larac, editors, Relational Data Mining, pages 262-291. Springer, Berlin, 2001.
    • (2001) Relational Data Mining , pp. 262-291
    • Kramer, S.1    Lavrac, N.2    Flach, P.3
  • 22
    • 4444241046 scopus 로고    scopus 로고
    • "Logic for Learning"
    • Springer, Berlin
    • J.W. Lloyd. "Logic for Learning." Springer, Berlin, 2003.
    • (2003)
    • Lloyd, J.W.1
  • 25
    • 0001500115 scopus 로고
    • "Functions of positive and negative type and their connection with the theory of integral equations"
    • J.Mercer. "Functions of positive and negative type and their connection with the theory of integral equations." Philosophical Transactions of the Royal Society London (A), 209:415-446, 1909.
    • (1909) Philosophical Transactions of the Royal Society London (A) , vol.209 , pp. 415-446
    • Mercer, J.1
  • 26
    • 0000640432 scopus 로고
    • "Inductive Logic Programming"
    • S.H. Muggleton. "Inductive Logic Programming." New Generation Computing, 8(4):295-318, 1991.
    • (1991) New Generation Computing , vol.8 , Issue.4 , pp. 295-318
    • Muggleton, S.H.1
  • 28
    • 77951503082 scopus 로고
    • "Inverse entailment and Progol"
    • S.H. Muggleton. "Inverse entailment and Progol." New Generation Computing, 13:245-286, 1995.
    • (1995) New Generation Computing , vol.13 , pp. 245-286
    • Muggleton, S.H.1
  • 29
    • 0002638178 scopus 로고    scopus 로고
    • "Inductive logic programming: Issues, results and the LLL challenge"
    • December
    • S.H. Muggleton. "Inductive logic programming: Issues, results and the LLL challenge." Artificial Intelligence, 114(1-2):283-296, December 1999.
    • (1999) Artificial Intelligence , vol.114 , Issue.1-2 , pp. 283-296
    • Muggleton, S.H.1
  • 30
    • 0009720964 scopus 로고    scopus 로고
    • "Scientific knowledge discovery using Inductive Logic Programming"
    • November
    • S.H. Muggleton. "Scientific knowledge discovery using Inductive Logic Programming." Communications of the ACM, 42(11):42-46, November 1999.
    • (1999) Communications of the ACM , vol.42 , Issue.11 , pp. 42-46
    • Muggleton, S.H.1
  • 32
    • 0028429573 scopus 로고
    • "Inductive logic programming: Theory and methods"
    • S.H. Muggleton and L. De Raedt. "Inductive logic programming: Theory and methods." Journal of Logic Programming, 19,20:629-679, 1994.
    • (1994) Journal of Logic Programming , vol.19 , Issue.20 , pp. 629-679
    • Muggleton, S.H.1    De Raedt, L.2
  • 33
    • 0005512177 scopus 로고    scopus 로고
    • "Distance between Herbrand interpretations: A measure for approximations to a target concept"
    • In N. Lavravc and S. Dvzeroski, editors, Berlin Springer-Verlag. LNAI 1297
    • S.H. Nienhuys-Cheng. "Distance between Herbrand interpretations: A measure for approximations to a target concept." In N. Lavravc and S. Dvzeroski, editors, Proceedings of the Seventh International Workshop on Inductive Logic Programming (ILP97), pages 321-226, Berlin, 1997. Springer-Verlag. LNAI 1297.
    • (1997) Proceedings of the Seventh International Workshop on Inductive Logic Programming (ILP97) , pp. 226-321
    • Nienhuys-Cheng, S.H.1
  • 34
    • 0003071129 scopus 로고
    • "Generalization and learnability: A study of constrained atoms"
    • In S. Muggleton, editor, Academic Press, London
    • D. Page and A. Frisch. "Generalization and learnability: A study of constrained atoms." In S. Muggleton, editor, Inductive Logic Programming. Academic Press, London, 1992.
    • (1992) Inductive Logic Programming
    • Page, D.1    Frisch, A.2
  • 36
    • 0003203117 scopus 로고
    • "A further note on inductive generalization"
    • In Edinburgh University Press
    • G. Plotkin. "A further note on inductive generalization." In Machine Intelligence, volume6. Edinburgh University Press, 1971.
    • (1971) Machine Intelligence , vol.6
    • Plotkin, G.1
  • 37
    • 0001602577 scopus 로고
    • "A note on inductive generalisation"
    • In B. Meltzer and D. Michie, editors, Edinburgh University Press, Edinburgh
    • G.D. Plotkin. "A note on inductive generalisation." In B. Meltzer and D. Michie, editors, Machine Intelligence 5, pages 153-163. Edinburgh University Press, Edinburgh, 1969.
    • (1969) Machine Intelligence , vol.5 , pp. 153-163
    • Plotkin, G.D.1
  • 38
    • 0004130988 scopus 로고
    • "Automatic Methods of Inductive Inference"
    • PhD thesis, Edinburgh University, August
    • G.D. Plotkin. "Automatic Methods of Inductive Inference." PhD thesis, Edinburgh University, August 1971.
    • (1971)
    • Plotkin, G.D.1
  • 40
    • 0014655357 scopus 로고
    • "Transformational systems and the algebraic structure of atomic formulas"
    • In B. Meltzer and D. Michie, editors, Edinburgh University Press, Edinburgh
    • J.C. Reynolds. "Transformational systems and the algebraic structure of atomic formulas. " In B. Meltzer and D. Michie, editors, Machine Intelligence 5, pages 135-151. Edinburgh University Press, Edinburgh, 1969.
    • (1969) Machine Intelligence , vol.5 , pp. 135-151
    • Reynolds, J.C.1
  • 41
    • 0037192325 scopus 로고    scopus 로고
    • "Distributed structure-searchable toxicity (DSSTox) public database network: A proposal"
    • A.M. Richard and C.R. Williams. "Distributed structure-searchable toxicity (DSSTox) public database network: A proposal." Mutation Research, 499:27-52, 2000.
    • (2000) Mutation Research , vol.499 , pp. 27-52
    • Richard, A.M.1    Williams, C.R.2
  • 43
    • 0003893955 scopus 로고    scopus 로고
    • "Support Vector Learning"
    • R. Oldenbourg Verlag, Munchen, 1997. Doktorarbeit, Technische Universitat Berlin.Available from
    • B. Scholkopf. "Support Vector Learning." R. Oldenbourg Verlag, Munchen, 1997. Doktorarbeit, Technische Universitat Berlin.Available from http://www.kyb.tuebingen.mpg.desimbs.
    • Scholkopf, B.1
  • 44
    • 22644452635 scopus 로고    scopus 로고
    • "Feature construction with inductive logic programming: A study of quantitative predictions of biological activity aided by structural attributes"
    • A.Srinivasan and R.King. "Feature construction with inductive logic programming: A study of quantitative predictions of biological activity aided by structural attributes." Data Mining and Knowledge Discovery, 3(1):35-57, 1999.
    • (1999) Data Mining and Knowledge Discovery , vol.3 , Issue.1 , pp. 35-57
    • Srinivasan, A.1    King, R.2
  • 45
    • 0030212927 scopus 로고    scopus 로고
    • "Theories for mutagenicity: A study of first-order and feature based induction"
    • A. Srinivasan, S.H. Muggleton, R. King, and M. Sternberg. "Theories for mutagenicity: A study of 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.H.2    King, R.3    Sternberg, M.4
  • 46
    • 0042672725 scopus 로고    scopus 로고
    • "Structure activity relationships (SAR) and pharmacophore discovery using inductive logic programming (ILP)"
    • M.J.E. Sternberg and S.H. Muggleton. "Structure activity relationships (SAR) and pharmacophore discovery using inductive logic programming (ILP)." QSAR and Combinatorial Science, 22, 2003.
    • (2003) QSAR and Combinatorial Science , vol.22
    • Sternberg, M.J.E.1    Muggleton, S.H.2
  • 47
    • 0035936692 scopus 로고    scopus 로고
    • "Automated discovery of structural signatures of protein fold and function"
    • M. Turcotte, S.H. Muggleton, and M.J.E. Sternberg. "Automated discovery of structural signatures of protein fold and function." Journal of Molecular Biology, 306:591-605, 2001.
    • (2001) Journal of Molecular Biology , vol.306 , pp. 591-605
    • Turcotte, M.1    Muggleton, S.H.2    Sternberg, M.J.E.3
  • 49
    • 0002531715 scopus 로고    scopus 로고
    • "Dynamic alignment kernels"
    • In A.J. Smola, P.L. Bartlett, B.Schölkopf, and D. Schuurmans, editors, Cambridge, MA, MIT Press
    • C. Watkins. "Dynamic alignment kernels." In A.J. Smola, P.L. Bartlett, B.Schölkopf, and D. Schuurmans, editors, Advances in Large Margin Classifiers, pages 39-50, Cambridge, MA, 2000. MIT Press.
    • (2000) Advances in Large Margin Classifiers , pp. 39-50
    • Watkins, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.