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Volumn 3686, Issue PART I, 2005, Pages 381-389

Consolidated tree classifier learning in a car Insurance fraud detection domain with class imbalance

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFIERS; INSURANCE; PROBLEM SOLVING; TREES (MATHEMATICS);

EID: 27244447720     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11551188_41     Document Type: Conference Paper
Times cited : (30)

References (8)
  • 1
    • 85083464467 scopus 로고    scopus 로고
    • Toward scalable learning with non-uniform class and cost distributions: A case study in credit card fraud detection
    • Chan P.K., Stolfo S.J.: Toward Scalable Learning with Non-uniform Class and Cost Distributions: A Case Study in Credit Card Fraud Detection, Proc. of the 4th Int. Conference on Knowledge Discovery and Data Mining, (1998) 164-168.
    • (1998) Proc. of the 4th Int. Conference on Knowledge Discovery and Data Mining , pp. 164-168
    • Chan, P.K.1    Stolfo, S.J.2
  • 6
    • 0003500248 scopus 로고
    • Morgan Kaufmann Publishers Inc.(eds), San Mateo, California
    • Quinlan J.R.: C4.5: Programs for Machine Learning, Morgan Kaufmann Publishers Inc.(eds), San Mateo, California, (1993).
    • (1993) C4.5: Programs for Machine Learning
    • Quinlan, J.R.1
  • 8
    • 1442275185 scopus 로고    scopus 로고
    • Learning when training data are costly: The effect of class distribution on tree induction
    • Weiss G.M., Provost F.: Learning when Training Data are Costly: The Effect of Class Distribution on Tree Induction, Journal of Artificial Intelligence Research, Vol. 19, (2003) 315-354.
    • (2003) Journal of Artificial Intelligence Research , vol.19 , pp. 315-354
    • Weiss, G.M.1    Provost, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.