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Volumn , Issue , 2008, Pages 8-13

A strategy for attributes selection in cost-sensitive decision trees induction

Author keywords

[No Author keywords available]

Indexed keywords

DECISION TREES; ECONOMIC AND SOCIAL EFFECTS; RANDOM FORESTS;

EID: 52049113705     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIT.2008.Workshops.51     Document Type: Conference Paper
Times cited : (20)

References (12)
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    • MetaCost: A General Method for Making Classifiers Cost-Sensitive
    • P. Domingos. MetaCost: A General Method for Making Classifiers Cost-Sensitive. Knowledge Discovery and Data Mining, 1999: 155-164.
    • (1999) Knowledge Discovery and Data Mining , pp. 155-164
    • Domingos, P.1
  • 3
    • 0026154832 scopus 로고
    • The use of background knowledge in decision tree induction
    • M. Nunez. The use of background knowledge in decision tree induction. Machine Learning, Vol. 6: 231-250, 1991.
    • (1991) Machine Learning , vol.6 , pp. 231-250
    • Nunez, M.1
  • 4
    • 0027682298 scopus 로고
    • Cost-sensitive learning of classification knowledge and its applications in robotics
    • M. Tan. Cost-sensitive learning of classification knowledge and its applications in robotics. Machine Learning, Vol. 13: 7-33, 1993.
    • (1993) Machine Learning , vol.13 , pp. 7-33
    • Tan, M.1
  • 6
    • 33746336969 scopus 로고    scopus 로고
    • Test Strategies for Cost-Sensitive Decision Trees
    • CX. Ling, S. Sheng and Q. Yang. Test Strategies for Cost-Sensitive Decision Trees. TKDE, Vol. 18(8): 1055-1067, 2006.
    • (2006) TKDE , vol.18 , Issue.8 , pp. 1055-1067
    • Ling, C.X.1    Sheng, S.2    Yang, Q.3
  • 7
    • 14344258878 scopus 로고    scopus 로고
    • Decision Trees with Minimal Costs
    • July 4-8
    • C. Ling, et al. Decision Trees with Minimal Costs. In: Proceedings of ICML, July 4-8, 2004.
    • (2004) Proceedings of ICML
    • Ling, C.1
  • 8
    • 26944435647 scopus 로고    scopus 로고
    • Cost-sensitive Decision Trees with Multiple Cost Scales
    • Z. Qin, C. Zhang and S. Zhang. Cost-sensitive Decision Trees with Multiple Cost Scales. In: Proceedings of AI 2004.
    • (2004) Proceedings of AI
    • Qin, Z.1    Zhang, C.2    Zhang, S.3
  • 9
    • 33745616561 scopus 로고    scopus 로고
    • Any-Cost Discovery: Learning Optimal Classification Rules
    • A.L. Ni, X.F. Zhu, and C.Q. Zhang. Any-Cost Discovery: Learning Optimal Classification Rules. Australian Al 2005: 123-132, 2005.
    • (2005) Australian Al 2005 , pp. 123-132
    • Ni, A.L.1    Zhu, X.F.2    Zhang, C.Q.3
  • 10
    • 52049114382 scopus 로고    scopus 로고
    • Cost-Time Sensitive Decision Tree with Missing Values
    • S. Zhang, X.F. Zhu, J.L Zhang, and C.Q. Zhang. Cost-Time Sensitive Decision Tree with Missing Values. KSEM, 2007.
    • (2007) KSEM
    • Zhang, S.1    Zhu, X.F.2    Zhang, J.L.3    Zhang, C.Q.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.