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Volumn 1, Issue 3, 2005, Pages 1-14

Improving Classification Accuracy of Decision Trees for Different Abstraction Levels of Data

Author keywords

abstraction levels; classification; data mining; data quality; decision tree

Indexed keywords


EID: 85001720398     PISSN: 15483924     EISSN: 15483932     Source Type: Journal    
DOI: 10.4018/jdwm.2005070101     Document Type: Article
Times cited : (7)

References (17)
  • 2
    • 0035361059 scopus 로고    scopus 로고
    • Lookahead based fuzzy decision tree induction
    • Dong, M., & Kothari, R. (2001). Lookahead based fuzzy decision tree induction. IEEE Transactions on Fuzzy Systems, 9(3), 461–468.
    • (2001) IEEE Transactions on Fuzzy Systems , vol.9 , Issue.3 , pp. 461-468
    • Dong, M.1    Kothari, R.2
  • 4
    • 23044519492 scopus 로고    scopus 로고
    • RainForest: A framework for fast decision tree construction of large datasets
    • Gehrke, J., Ramakrishinan, R., & Ganti, V. (2000). RainForest: A framework for fast decision tree construction of large datasets. Data Mining and Knowledge Discovery, 4, 127–162.
    • (2000) Data Mining and Knowledge Discovery , vol.4 , pp. 127-162
    • Gehrke, J.1    Ramakrishinan, R.2    Ganti, V.3
  • 7
    • 0037467667 scopus 로고    scopus 로고
    • Data abstractions for decision tree induction
    • Kudoh, Y., Haraguchi, M., & Okubo, Y. (2003). Data abstractions for decision tree induction. Theoretical Computer Science, 292(2), 387–416.
    • (2003) Theoretical Computer Science , vol.292 , Issue.2 , pp. 387-416
    • Kudoh, Y.1    Haraguchi, M.2    Okubo, Y.3
  • 16
    • 0039058857 scopus 로고    scopus 로고
    • Tools for traveling data
    • Williams, J. (1997). Tools for traveling data. DBMS, 10(7), 69–76.
    • (1997) DBMS , vol.10 , Issue.7 , pp. 69-76
    • Williams, J.1
  • 17
    • 0000267255 scopus 로고    scopus 로고
    • On the handling of fuzziness for continuous-valued attributes in decision tree generation
    • Wang, X., & Jiarong, H. (1998). On the handling of fuzziness for continuous-valued attributes in decision tree generation. In Fuzzy Sets and Systems, (pp. 283–290).
    • (1998) In Fuzzy Sets and Systems , pp. 283-290
    • Wang, X.1    Jiarong, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.