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Volumn 3735 LNAI, Issue , 2005, Pages 163-175

Support vector inductive logic programming

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS; SEMANTICS;

EID: 33646363498     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11563983_15     Document Type: Conference Paper
Times cited : (48)

References (34)
  • 2
    • 7044227547 scopus 로고    scopus 로고
    • Kernels for structured data
    • Matwin, S., Sammut, C., eds.: Proceedings of the Twelfth International Conference on Inductive Logic Programming. Berlin, Springer-Verlag
    • Gärtner, T., Lloyd, J. W., Flach, P.A.: Kernels for structured data. In Matwin, S., Sammut, C., eds.: Proceedings of the Twelfth International Conference on Inductive Logic Programming. LNAI2583, Berlin, Springer-Verlag (2002) 66-83
    • (2002) LNAI , vol.2583 , pp. 66-83
    • Gärtner, T.1    Lloyd, J.W.2    Flach, P.A.3
  • 3
    • 0001602577 scopus 로고
    • A note on inductive generalisation
    • Meltzer, B., Michie, D., eds.: Edinburgh University Press, Edinburgh
    • Plotkin, G.: A note on inductive generalisation. In Meltzer, B., Michie, D., eds.: Machine Intelligence 5. Edinburgh University Press, Edinburgh (1969) 153-163
    • (1969) Machine Intelligence , vol.5 , pp. 153-163
    • Plotkin, G.1
  • 5
    • 0003071129 scopus 로고
    • Generalization and leamability: A study of constrained atoms
    • Muggleton, S., ed. Academic Press, London
    • Page, D., Frisch, A.: Generalization and leamability: A study of constrained atoms. In Muggleton, S., ed.: Inductive Logic Programming. Academic Press, London (1992)
    • (1992) Inductive Logic Programming
    • Page, D.1    Frisch, A.2
  • 7
    • 84948152022 scopus 로고    scopus 로고
    • A framework for learning rules from multiple instance data
    • Proceedings of the European Conference on Machine Learning (ECML 2001), Berlin, Springer-Verlag
    • Chevaleyre, Y., Zucker, J.: A framework for learning rules from multiple instance data. In: Proceedings of the European Conference on Machine Learning (ECML 2001), Berlin, Springer-Verlag (2001) 49-60 LNAI 2167.
    • (2001) LNAI , vol.2167 , pp. 49-60
    • Chevaleyre, Y.1    Zucker, J.2
  • 10
    • 0001500115 scopus 로고
    • Functions of positive and negative type and their connection with the theory of integral equations
    • Mercer, J.: Functions of positive and negative type and their connection with the theory of integral equations. Philosophical Transactions of the Royal Society London (A) 209 (1909) 415-446
    • (1909) Philosophical Transactions of the Royal Society London (A) , vol.209 , pp. 415-446
    • Mercer, J.1
  • 11
    • 0004019973 scopus 로고    scopus 로고
    • Convolution kernels on discrete structures
    • University of California in Santa Cruz, Computer Science Department
    • Haussler, D.: Convolution kernels on discrete structures. Technical Report UCSC-CRL-99-10, University of California in Santa Cruz, Computer Science Department (1999)
    • (1999) Technical Report , vol.UCSC-CRL-99-10
    • Haussler, D.1
  • 14
    • 0000640432 scopus 로고
    • Inductive logic programming
    • Muggleton, S.: Inductive Logic Programming. New Generation Computing 8 (1991) 295-318
    • (1991) New Generation Computing , vol.8 , pp. 295-318
    • Muggleton, S.1
  • 15
    • 1642336155 scopus 로고    scopus 로고
    • Functional genomic hypothesis generation and experimentation by a robot scientist
    • King, R., Whelan, K., Jones, F., Reiser, P., Bryant, C., Muggleton, S., Kell, D., Oliver, S.: Functional genomic hypothesis generation and experimentation by a robot scientist. Nature 427 (2004) 247-252
    • (2004) Nature , vol.427 , pp. 247-252
    • King, R.1    Whelan, K.2    Jones, F.3    Reiser, P.4    Bryant, C.5    Muggleton, S.6    Kell, D.7    Oliver, S.8
  • 16
    • 0042672725 scopus 로고    scopus 로고
    • Structure activity relationships (SAR) and pharmacophore discovery using inductive logic programming (ILP)
    • Sternberg, M., Muggleton, S.: 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.1    Muggleton, S.2
  • 18
    • 77951503082 scopus 로고
    • Inverse entailment and Progol
    • Muggleton, S.: Inverse entailment and Progol. New Generation Computing 13 (1995) 245-286
    • (1995) New Generation Computing , vol.13 , pp. 245-286
    • Muggleton, S.1
  • 19
    • 1942515438 scopus 로고    scopus 로고
    • Propositionalisation approaches to Relational Data Mining
    • Dzeroski, S., Larac, N., eds. Springer, Berlin
    • Kramer, S., Lavrac, N., Flach, P.: Propositionalisation approaches to Relational Data Mining. In Dzeroski, S., Larac, N., eds.: Relational Data Mining. Springer, Berlin (2001) 262-291
    • (2001) Relational Data Mining , pp. 262-291
    • Kramer, S.1    Lavrac, N.2    Flach, P.3
  • 20
    • 84950502571 scopus 로고
    • Learning non-recursive definitions of relations with LINUS
    • Kodratoff, Y. ed.: Proceedings of the 5th European Working Session on Learning, Springer-Verlag
    • Lavrač, N., Džeroski, S., Grobelnik, M.: Learning non-recursive definitions of relations with LINUS. In Kodratoff, Y. ed.: Proceedings of the 5th European Working Session on Learning, volume 482 of Lecture Notes in Artificial Intelligence, Springer-Verlag (1991)
    • (1991) Lecture Notes in Artificial Intelligence , vol.482
    • Lavrač, N.1    Džeroski, S.2    Grobelnik, M.3
  • 22
    • 22644452635 scopus 로고    scopus 로고
    • Feature construction with inductive logic programming: A study of quantitative predictions of biological activity aided by structural attributes
    • Srinivasan, A., King, R.: Feature construction with inductive logic programming: a study of quantitative predictions of biological activity aided by structural attributes. Data Mining and Knowledge Discovery 3 (1999) 35-57
    • (1999) Data Mining and Knowledge Discovery , vol.3 , pp. 35-57
    • Srinivasan, A.1    King, R.2
  • 25
    • 9444253555 scopus 로고    scopus 로고
    • Improved distances for structured data
    • Horváth, T., Yamamoto, A., eds.: Proceedings of the Thirteenth International Conference on Inductive Logic Programming, Berlin, Springer-Verlag
    • Mavroeidis, D., Flach, P.: Improved distances for structured data. In Horváth, T., Yamamoto, A., eds.: Proceedings of the Thirteenth International Conference on Inductive Logic Programming. LNAI 2835, Berlin, Springer-Verlag (2003) 251-268
    • (2003) LNAI , vol.2835 , pp. 251-268
    • Mavroeidis, D.1    Flach, P.2
  • 28
    • 84947431598 scopus 로고    scopus 로고
    • A framework for defining distances between first-order logic objects
    • Page, D., ed.: Proceedings of the Eighth International Workshop on Inductive Logic Programming (ILP98), Berlin, Springer-Verlag
    • Ramon, J., Bruynooghe, M.: A framework for defining distances between first-order logic objects. In Page, D., ed.: Proceedings of the Eighth International Workshop on Inductive Logic Programming (ILP98), Berlin, Springer-Verlag (1998) 271-280 LNAI 1446.
    • (1998) LNAI , vol.1446 , pp. 271-280
    • Ramon, J.1    Bruynooghe, M.2
  • 29
    • 0035312303 scopus 로고    scopus 로고
    • Relational instance-based learning with lists and terms
    • Horvath, T., Wrobel, S., Bohnebeck, U.: Relational instance-based learning with lists and terms. Machine Learning 43 (2001) 53-80
    • (2001) Machine Learning , vol.43 , pp. 53-80
    • Horvath, T.1    Wrobel, S.2    Bohnebeck, U.3
  • 30
    • 84957867240 scopus 로고    scopus 로고
    • Distance between Herbrand interpretations: A measure for approximations to a target concept
    • Lavrač, N., Džeroski, S., eds.: Proceedings of the Seventh International Workshop on Inductive Logic Programming (ILP97), Berlin, Springer-Verlag
    • Nienhuys-Cheng, S.: Distance between Herbrand interpretations: a measure for approximations to a target concept. In Lavrač, N., Džeroski, S., eds.: Proceedings of the Seventh International Workshop on Inductive Logic Programming (ILP97), Berlin, Springer-Verlag (1997) 321-226 LNAI 1297.
    • (1997) LNAI , vol.1297 , pp. 321-1226
    • Nienhuys-Cheng, S.1
  • 31
    • 0030044168 scopus 로고    scopus 로고
    • Structure-activity relationships derived by machine learning: The use of atoms and their bond connectives to predict mutagenicity by inductive logic programming
    • King, R., Muggleton, S., Srinivasan, A., Sternberg, M.: Structure-activity 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 (1996) 438-442
    • (1996) Proceedings of the National Academy of Sciences , vol.93 , pp. 438-442
    • King, R.1    Muggleton, S.2    Srinivasan, A.3    Sternberg, M.4
  • 32
    • 0037192325 scopus 로고    scopus 로고
    • Distributed structure-searchable toxicity (DSSTox) public database network: A proposal
    • Richard, A., Williams, C.: Distributed structure-searchable toxicity (DSSTox) public database network: A proposal. Mutation Research 499 (2000) 27-52
    • (2000) Mutation Research , vol.499 , pp. 27-52
    • Richard, A.1    Williams, C.2
  • 34
    • 0000913324 scopus 로고    scopus 로고
    • Svmtorch: Support vector machines for large-scale regression problems
    • Collobert, R., Bengio, S.: Svmtorch: Support vector machines for large-scale regression problems. Journal of Machine Learning Research 1 (2001) 143-160
    • (2001) Journal of Machine Learning Research , vol.1 , pp. 143-160
    • Collobert, R.1    Bengio, S.2


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