메뉴 건너뛰기




Volumn 292, Issue 2, 2003, Pages 387-416

Data abstractions for decision tree induction

Author keywords

Abstraction; Classification; Data mining; Machine learning

Indexed keywords

COMPUTATIONAL COMPLEXITY; DATA MINING; DATABASE SYSTEMS; DECISION THEORY; LEARNING SYSTEMS; PROBLEM SOLVING; TREES (MATHEMATICS);

EID: 0037467667     PISSN: 03043975     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-3975(02)00178-0     Document Type: Conference Paper
Times cited : (14)

References (22)
  • 1
    • 0004049728 scopus 로고    scopus 로고
    • Reading, MA, Longman, New York: Addison-Wesley
    • Adriaans P., Zantinge D. Data Mining. 1996;Addison-Wesley, Reading, MA, Longman, New York.
    • (1996) Data Mining
    • Adriaans, P.1    Zantinge, D.2
  • 2
    • 0012415661 scopus 로고
    • Probability, information, entropy
    • in Japanese
    • S. Arimoto, Probability, Information, Entropy, Morikita Shuppan, 1980 (in Japanese).
    • (1980) Morikita Shuppan
    • Arimoto, S.1
  • 4
    • 0002433547 scopus 로고    scopus 로고
    • From data mining to knowledge discovery: An overview
    • U.N. Fayyad, G. Piatetsky-Shapiro, P. Smyth, & R. Uthurusamy. Cambridge, MA: AAAI/MIT Press
    • Fayyad U.N., Piatetsky-Shapiro G., Smyth P. From data mining to knowledge discovery: an overview. Fayyad U.N., Piatetsky-Shapiro G., Smyth P., Uthurusamy R. Advances in Knowledge Discovery and Data Mining. 1996;1-33 AAAI/MIT Press, Cambridge, MA.
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 1-33
    • Fayyad, U.N.1    Piatetsky-Shapiro, G.2    Smyth, P.3
  • 5
    • 0003641269 scopus 로고    scopus 로고
    • U.N. Fayyad, G. Piatetsky-Shapiro, P. Smyth, & R. Uthurusamy. Cambridge, MA: AAAI/MIT Press
    • Fayyad U.N., Piatetsky-Shapiro G., Smyth P., Uthurusamy R. Advances in Knowledge Discovery and Data Mining. 1996;AAAI/MIT Press, Cambridge, MA.
    • (1996) Advances in Knowledge Discovery and Data Mining
  • 6
    • 0002738566 scopus 로고
    • Knowledge discovery in databases: An attribute-oriented approach
    • Canada
    • J. Han, Y. Cai, N. Cercone, Knowledge discovery in databases: an attribute-oriented approach, Proc. of VLDB'92, Canada, 1992, pp. 547-559.
    • (1992) Proc. of VLDB'92 , pp. 547-559
    • Han, J.1    Cai, Y.2    Cercone, N.3
  • 7
    • 0002479811 scopus 로고    scopus 로고
    • Attribute-oriented induction in data mining
    • U.N. Fayyad, G. Piatetsky-Shapiro, P. Smyth, & R. Uthurusamy. Cambridge, MA: AAAI/MIT Press
    • Han J., Fu Y. Attribute-oriented induction in data mining. Fayyad U.N., Piatetsky-Shapiro G., Smyth P., Uthurusamy R. Advances in Knowledge Discovery and Data Mining. 1996;399-421 AAAI/MIT Press, Cambridge, MA.
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 399-421
    • Han, J.1    Fu, Y.2
  • 9
    • 84957808880 scopus 로고    scopus 로고
    • An appropriate abstraction for an attribute-oriented induction
    • Proc. 2nd Internat. Conf. on Discovery Science
    • Y. Kudoh, M. Haraguchi, An appropriate abstraction for an attribute-oriented induction, Proc. 2nd Internat. Conf. on Discovery Science, Lecture Notes in Artificial Intelligence, Vol. 1721, 1999, pp. 43-55.
    • (1999) Lecture Notes in Artificial Intelligence , vol.1721 , pp. 43-55
    • Kudoh, Y.1    Haraguchi, M.2
  • 10
    • 0012411758 scopus 로고    scopus 로고
    • Data mining by generalizing database based on an appropriate abstraction
    • in Japanese
    • Kudoh Y., Haraguchi M. Data mining by generalizing database based on an appropriate abstraction. J. Japanese Soc. Artif. Intell. 15(4):2000;638-648. (in Japanese).
    • (2000) J. Japanese Soc. Artif. Intell. , vol.15 , Issue.4 , pp. 638-648
    • Kudoh, Y.1    Haraguchi, M.2
  • 11
    • 84974715304 scopus 로고    scopus 로고
    • An appropriate abstraction for constructing a compact decision tree
    • Proc. 3rd Internat. Conf. on Discovery Science
    • Y. Kudoh, M. Haraguchi, An appropriate abstraction for constructing a compact decision tree, Proc. 3rd Internat. Conf. on Discovery Science, Lecture Notes in Artificial Intelligence, 2000, pp. 295-298.
    • (2000) Lecture Notes in Artificial Intelligence , pp. 295-298
    • Kudoh, Y.1    Haraguchi, M.2
  • 12
    • 23044524414 scopus 로고    scopus 로고
    • Detecting a compact decision tree based on an appropriate abstraction
    • Proc. 2nd Internat. Conf. on Intelligent Data Engineering and Automated Learning, Springer, Berlin
    • Y. Kudoh, M. Haraguchi, Detecting a compact decision tree based on an appropriate abstraction, Proc. 2nd Internat. Conf. on Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Science, Springer, Berlin, 2000, pp. 60-70.
    • (2000) Lecture Notes in Computer Science , pp. 60-70
    • Kudoh, Y.1    Haraguchi, M.2
  • 15
    • 0001214429 scopus 로고    scopus 로고
    • Data mining and knowledge discovery: A review of issues and a multistrategy approach
    • R.S. Michalski, I. Bratko, & M. Kubat. London: Wiley
    • Michalski R.S., Kaufman K.A. Data mining and knowledge discovery: a review of issues and a multistrategy approach. Michalski R.S., Bratko I., Kubat M. Machine Learning and Data Mining: Methods and Applications. 1997;71-112 Wiley, London.
    • (1997) Machine Learning and Data Mining: Methods and Applications , pp. 71-112
    • Michalski, R.S.1    Kaufman, K.A.2
  • 16
    • 0000606417 scopus 로고
    • Nouns in WordNet: A lexical inheritance system
    • G.A. Miller, Nouns in WordNet: a lexical inheritance system, Internat. J. Lexicography 3(4) (1990) 245-264. ftp://ftp.cogsci.princeton.edu/pub/wordnet/5papers.ps.
    • (1990) Internat. J. Lexicography , vol.3 , Issue.4 , pp. 245-264
    • Miller, G.A.1
  • 19
    • 0002342551 scopus 로고
    • Theorem proving with abstraction
    • Plaisted D.A. Theorem proving with abstraction. Artif. Intell. 16:1981;47-108.
    • (1981) Artif. Intell. , vol.16 , pp. 47-108
    • Plaisted, D.A.1
  • 21
    • 0001319961 scopus 로고
    • Abstracting first-order theories
    • D.P. Benjamin. Dordrecht: Kluwer Academic Publisher
    • Tenenberg J.D. Abstracting first-order theories. Benjamin D.P. Change of Representation and Inductive Bias. 1989;67-79 Kluwer Academic Publisher, Dordrecht.
    • (1989) Change of Representation and Inductive Bias , pp. 67-79
    • Tenenberg, J.D.1
  • 22
    • 0012458342 scopus 로고
    • Abstraction in planning
    • J.F. et al. Allen. San Mateo, CA: Morgan Kaufmann
    • Tenenberg J.D. Abstraction in planning. Allen J.F.et al. Reasoning about Plan. 1991;213-283 Morgan Kaufmann, San Mateo, CA.
    • (1991) Reasoning about Plan , pp. 213-283
    • Tenenberg, J.D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.