메뉴 건너뛰기




Volumn , Issue , 2006, Pages 393-398

Learning to classify structured data by graph propositionalization

Author keywords

Classification; Graph; Machine learning; Structured data

Indexed keywords

ARTIFICIAL INTELLIGENCE; EDUCATION; GRAPH THEORY; INTELLIGENT CONTROL; LEARNING SYSTEMS; PRINTING;

EID: 56349162143     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (5)

References (26)
  • 1
    • 77952397753 scopus 로고    scopus 로고
    • M. J. Zaki, C. C. Aggarwal, XRules: an effective structural classifier for XML data, KDD, Washington, USA, 2003, ACM 316-325
    • M. J. Zaki, C. C. Aggarwal, XRules: an effective structural classifier for XML data, KDD, Washington, USA, 2003, ACM 316-325
  • 3
    • 0002304628 scopus 로고
    • Efficient induction in logic programs
    • Academic Press
    • S. Muggleton, and C. Feng, Efficient induction in logic programs, Inductive Logic Programming, pages 281-298. Academic Press, 1992
    • (1992) Inductive Logic Programming , pp. 281-298
    • Muggleton, S.1    Feng, C.2
  • 4
    • 9444283434 scopus 로고    scopus 로고
    • The role of background knowledge: Using a problem from chemistry to examine the performance of an ILP program,
    • Technical Report PRG-TR-08-99, Oxford University
    • A. Srinivasan, R. D. King, and S. Muggleton, "The role of background knowledge: using a problem from chemistry to examine the performance of an ILP program, Technical Report PRG-TR-08-99, Oxford University, 1999.
    • (1999)
    • Srinivasan, A.1    King, R.D.2    Muggleton, S.3
  • 6
    • 0027652468 scopus 로고
    • Substructure discovery using minimum description length and background knowledge
    • D. J. Cook, and L. Holder, Substructure discovery using minimum description length and background knowledge, Journal of Artificial Intelligence Research, 1:231-255, 1994
    • (1994) Journal of Artificial Intelligence Research , vol.1 , pp. 231-255
    • Cook, D.J.1    Holder, L.2
  • 10
    • 84880874770 scopus 로고    scopus 로고
    • The levelwise version space algorithm and its application to molecular fragment finding
    • L. De Raedt, and S. Kramer, The levelwise version space algorithm and its application to molecular fragment finding, IJCAI'01: Seventeenth International Joint Conference on A. I., volume 2, pages 853-859, 2001
    • (2001) IJCAI'01: Seventeenth International Joint Conference on A. I , vol.2 , pp. 853-859
    • De Raedt, L.1    Kramer, S.2
  • 11
    • 33646417618 scopus 로고    scopus 로고
    • Tree - Decision Trees for Tree Structured Data
    • Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases PKDD 2005, Notes in Artificial Intelligence, Springer
    • B. Bringmann, and A. Zimmermann, Tree - Decision Trees for Tree Structured Data, Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005), Notes in Artificial Intelligence, (LNAI) 3721, pp. 46-58, Springer 2005
    • (2005) LNAI , vol.3721 , pp. 46-58
    • Bringmann, B.1    Zimmermann, A.2
  • 14
    • 34548585627 scopus 로고    scopus 로고
    • Shortest-Path Kernels on Graphs
    • K. M. Borgwardt, and H. P. Kriegel, Shortest-Path Kernels on Graphs, ICDM 2005, pp: 74-81
    • (2005) ICDM , pp. 74-81
    • Borgwardt, K.M.1    Kriegel, H.P.2
  • 15
    • 56349164591 scopus 로고    scopus 로고
    • C. Helma, S. Kramer, and L. De Raedt, The Molecular Feature Miner Molfea, Molecular Informatics: Confronting Complexity, Proceedings of the Beilstein-Institut Workshop, Bozen, Italy, 2002
    • C. Helma, S. Kramer, and L. De Raedt, The Molecular Feature Miner Molfea, "Molecular Informatics: Confronting Complexity", Proceedings of the Beilstein-Institut Workshop, Bozen, Italy, 2002
  • 16
    • 9444220847 scopus 로고    scopus 로고
    • Comparative evaluation of approaches to propositionalization
    • Proceedings of the 13th International Conference on Inductive Logic Programming ILP'2003, number, Springer Verlag
    • M-A. Krogel, S. Rawles, F. Železný, P. A. Flach, N. Lavrac̀, and S. Wrobel, Comparative evaluation of approaches to propositionalization, Proceedings of the 13th International Conference on Inductive Logic Programming (ILP'2003), number 2835 in Lecture Notes in Computer Science, pages 197-214, Springer Verlag 2003
    • (2003) Lecture Notes in Computer Science , vol.2835 , pp. 197-214
    • Krogel, M.-A.1    Rawles, S.2    Železný, F.3    Flach, P.A.4    Lavrac̀, N.5    Wrobel, S.6
  • 17
    • 56349165525 scopus 로고    scopus 로고
    • An extended transformation approach to Inductive Logic Programming
    • Department of Computer science, University of Bristol
    • N. Lavrac, and P. Flach, An extended transformation approach to Inductive Logic Programming, University publication, Department of Computer science, University of Bristol, 2000
    • (2000) University publication
    • Lavrac, N.1    Flach, P.2
  • 19
    • 33947125603 scopus 로고    scopus 로고
    • Inductive Logic Programming for Structure-Activity Relationship Studies on Large Scale Data
    • C. Nattee, S. Sinthupinyo, M. Numao, T. Okada, Inductive Logic Programming for Structure-Activity Relationship Studies on Large Scale Data, SAINT Workshops 2005: 332-335, 2005
    • (2005) SAINT Workshops 2005 , pp. 332-335
    • Nattee, C.1    Sinthupinyo, S.2    Numao, M.3    Okada, T.4
  • 22
    • 0026087709 scopus 로고    scopus 로고
    • A. K. Debnath, Lopez de Compadre, R.L., Debnath, G., Shusterman, A.J., and C. Hansch, Structure-activity relationship of mutagenic aromatic and heteroaromatic nitro compounds: Correlation with molecular orbital energies and hydrophobicity, Journal Med. Chem. 34:786-797
    • A. K. Debnath, Lopez de Compadre, R.L., Debnath, G., Shusterman, A.J., and C. Hansch, Structure-activity relationship of mutagenic aromatic and heteroaromatic nitro compounds: Correlation with molecular orbital energies and hydrophobicity, Journal Med. Chem. 34:786-797
  • 23
    • 56349143647 scopus 로고    scopus 로고
    • US National Toxicology program
    • US National Toxicology program, http://ntp.niehs.nih.gov/index.cfm? objectid=32BA9724-F1F6-975E-7FCE50709CB4C932
  • 24
    • 2442612280 scopus 로고
    • To the international computing community: A new East-West challenge
    • Oxford, UK
    • D. Michie, S. Muggleton, D. Page, and A. Srinivasan,, To the international computing community: A new East-West challenge, Oxford University Computing laboratory, Oxford, UK, 1994, ftp://ftp.comlab.ox.ac. uk/pub/Packages/ILP/trains.tar.Z
    • (1994) Oxford University Computing laboratory
    • Michie, D.1    Muggleton, S.2    Page, D.3    Srinivasan, A.4
  • 25
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • L. Breiman, Random Forests, Machine Learning 45(1): 5-32, 2001
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.