메뉴 건너뛰기




Volumn , Issue , 2008, Pages 291-298

Non-parametric statistical learning methods for inductive classifiers in semantic knowledge bases

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); EDUCATION; INFORMATION THEORY; KNOWLEDGE REPRESENTATION; LEARNING SYSTEMS; LINGUISTICS; ONTOLOGY; QUERY LANGUAGES; SEMANTIC WEB; SEMANTICS; STANDARDS; STATISTICAL METHODS; SUPPORT VECTOR MACHINES;

EID: 52149107835     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSC.2008.28     Document Type: Conference Paper
Times cited : (7)

References (21)
  • 1
    • 0003727420 scopus 로고    scopus 로고
    • F. Baader, D. Calvanese, D. McGuinness, D. Nardi, and P. Patel-Schneider, editors, Cambridge University Press
    • F. Baader, D. Calvanese, D. McGuinness, D. Nardi, and P. Patel-Schneider, editors. The Description Logic Handbook. Cambridge University Press, 2003.
    • (2003) The Description Logic Handbook
  • 3
    • 49949085013 scopus 로고    scopus 로고
    • S. Bloehdorn and Y. Sure. Kernel methods for mining instance data in ontologies. In K. A. et al., editor, In Proc. of the 6th Int. Semantic Web Conference, 4825 of LNCS, pages 58-71. Springer, 2007.
    • S. Bloehdorn and Y. Sure. Kernel methods for mining instance data in ontologies. In K. A. et al., editor, In Proc. of the 6th Int. Semantic Web Conference, volume 4825 of LNCS, pages 58-71. Springer, 2007.
  • 4
    • 33750318282 scopus 로고    scopus 로고
    • A. Borgida, T. Walsh, and H. Hirsh. Towards measuring similarity in description logics. In I. Horrocks, U. Sattler, and F. Wolter, editors, Working Notes of the International Description Logics Workshop, 147 of CEUR Workshop Proceedings, Edinburgh, UK, 2005.
    • A. Borgida, T. Walsh, and H. Hirsh. Towards measuring similarity in description logics. In I. Horrocks, U. Sattler, and F. Wolter, editors, Working Notes of the International Description Logics Workshop, volume 147 of CEUR Workshop Proceedings, Edinburgh, UK, 2005.
  • 8
    • 84874247308 scopus 로고    scopus 로고
    • C. d'Amato, N. Fanizzi, and F. Esposito. Reasoning by analogy in description logics through instance-based learning. In G. Tummarello, P. Bouquet, and O. Signore, editors, Proceedings of Semantic Web Applications and Perspectives, 3rd Italian Semantic Web Workshop, SWAP2006, 201 of CEUR Workshop Proceedings, Pisa, Italy, 2006.
    • C. d'Amato, N. Fanizzi, and F. Esposito. Reasoning by analogy in description logics through instance-based learning. In G. Tummarello, P. Bouquet, and O. Signore, editors, Proceedings of Semantic Web Applications and Perspectives, 3rd Italian Semantic Web Workshop, SWAP2006, volume 201 of CEUR Workshop Proceedings, Pisa, Italy, 2006.
  • 9
    • 33646398581 scopus 로고    scopus 로고
    • Decentralized casebased reasoning for the Semantic Web
    • Y. Gil, E. Motta, V. Benjamins, and M. A. Musen, editors, Proceedings of the 4th International Semantic Web Conference, ISWC2005, number in, Springer
    • M. d'Aquin, J. Lieber, and A. Napoli. Decentralized casebased reasoning for the Semantic Web. In Y. Gil, E. Motta, V. Benjamins, and M. A. Musen, editors, Proceedings of the 4th International Semantic Web Conference, ISWC2005, number 3279 in LNCS, pages 142-155. Springer, 2005.
    • (2005) LNCS , vol.3279 , pp. 142-155
    • d'Aquin, M.1    Lieber, J.2    Napoli, A.3
  • 10
    • 35048833754 scopus 로고    scopus 로고
    • Knowledge-intensive induction of terminologies from metadata
    • F. van Harmelen, S. Mcllraith, and D. Plexousakis, editors, ISWC2004, Proceedings of the 3rd International Semantic Web Conference, of, Springer
    • F. Esposito, N. Fanizzi, L. Iannone, I. Palmisano, and G. Semeraro. Knowledge-intensive induction of terminologies from metadata. In F. van Harmelen, S. Mcllraith, and D. Plexousakis, editors, ISWC2004, Proceedings of the 3rd International Semantic Web Conference, volume 3298 of LNCS, pages 441-455. Springer, 2004.
    • (2004) LNCS , vol.3298 , pp. 441-455
    • Esposito, F.1    Fanizzi, N.2    Iannone, L.3    Palmisano, I.4    Semeraro, G.5
  • 11
    • 33750354420 scopus 로고    scopus 로고
    • A declarative kernel for ACC concept descriptions. In F
    • Esposito, Z. W. Raś, D. Malerba, and G. Semeraro, editors, Proceedings of the 16th International Symposium on Methodologies for Intelligent Systems, ISMIS2006, of, Springer
    • N. Fanizzi and C. d'Amato. A declarative kernel for ACC concept descriptions. In F. Esposito, Z. W. Raś, D. Malerba, and G. Semeraro, editors, In Proceedings of the 16th International Symposium on Methodologies for Intelligent Systems, ISMIS2006, volume 4203 of Lecture Notes in Computer Science, pages 322-331. Springer, 2006.
    • (2006) Lecture Notes in Computer Science , vol.4203 , pp. 322-331
    • Fanizzi, N.1    d'Amato, C.2
  • 13
    • 84872952093 scopus 로고    scopus 로고
    • N. Fanizzi, C. d'Amato, and F. Esposito. Induction of optimal semi-distances for individuals based on feature sets. In D. Calvanese, E. Franconi, V. Haarslev, D. Lembo, B. Motik, A.-Y Turhan, and S. Tessaris, editors, Working Notes of the 20th International Description Logics Workshop, DL2007, 250 of CEUR Workshop Proceedings. Bressanone, Italy, 2007.
    • N. Fanizzi, C. d'Amato, and F. Esposito. Induction of optimal semi-distances for individuals based on feature sets. In D. Calvanese, E. Franconi, V. Haarslev, D. Lembo, B. Motik, A.-Y Turhan, and S. Tessaris, editors, Working Notes of the 20th International Description Logics Workshop, DL2007, volume 250 of CEUR Workshop Proceedings. Bressanone, Italy, 2007.
  • 14
    • 4444231365 scopus 로고    scopus 로고
    • A survey of kernels for structured data
    • T. Gartner. A survey of kernels for structured data. SIGKDD Explorations, 5(1):49-58, 2003.
    • (2003) SIGKDD Explorations , vol.5 , Issue.1 , pp. 49-58
    • Gartner, T.1
  • 15
    • 4444288656 scopus 로고    scopus 로고
    • Kernels and distances for structured data
    • T. Gärtner, J. Lloyd, and P. Flach. Kernels and distances for structured data. Machine Learning, 57(3):205-232, 2004.
    • (2004) Machine Learning , vol.57 , Issue.3 , pp. 205-232
    • Gärtner, T.1    Lloyd, J.2    Flach, P.3
  • 16
    • 0004019973 scopus 로고    scopus 로고
    • Convolution kernels on discrete structures
    • Technical Report UCSC-CRL-99-10, Department of Computer Science, University of California, Santa Cruz
    • D. Haussler. Convolution kernels on discrete structures. Technical Report UCSC-CRL-99-10, Department of Computer Science, University of California - Santa Cruz, 1999.
    • (1999)
    • Haussler, D.1
  • 17
    • 0342984487 scopus 로고    scopus 로고
    • J.-U. Kietz and K. Morik. A polynomial approach to the constructive induction of structural knowledge. Machine Learning, 14(2):193-218, 1994.
    • J.-U. Kietz and K. Morik. A polynomial approach to the constructive induction of structural knowledge. Machine Learning, 14(2):193-218, 1994.
  • 20
    • 84957882757 scopus 로고    scopus 로고
    • Distance induction in first order logic
    • S. Dzeroski and N. Lavrač, editors, Proceedings of the 7th International Workshop on Inductive Logic Programming, ILP97, of, Springer
    • M. Sebag. Distance induction in first order logic. In S. Dzeroski and N. Lavrač, editors, Proceedings of the 7th International Workshop on Inductive Logic Programming, ILP97, volume 1297 of LNAI, pages 264-272. Springer, 1997.
    • (1997) LNAI , vol.1297 , pp. 264-272
    • Sebag, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.