메뉴 건너뛰기




Volumn 5012 LNAI, Issue , 2008, Pages 1081-1089

A new credit scoring method based on rough sets and decision tree

Author keywords

Attribute teduction; Credit scoring; Data mining; Decision tree; Rough sets

Indexed keywords

DATA MINING; DECISION TREES; PROBLEM SOLVING; REDUNDANCY; ROUGH SET THEORY;

EID: 44649137359     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-68125-0_117     Document Type: Conference Paper
Times cited : (20)

References (14)
  • 2
    • 34047126555 scopus 로고    scopus 로고
    • Credit scoring with a data mining approach based on support vector machines
    • doi: 10.1016/j.eswa 2006.07.007
    • Huang, C.-L., Chen, M.-C., Wang, C.-J.: Credit scoring with a data mining approach based on support vector machines. Expert Systems with Applications (2006), doi: 10.1016/j.eswa 2006.07.007
    • (2006) Expert Systems with Applications
    • Huang, C.-L.1    Chen, M.-C.2    Wang, C.-J.3
  • 3
    • 0030291564 scopus 로고    scopus 로고
    • Desai, V.S., Crook, J.N., Overstreet, G.A.: A. comparison of neural networks and linear scoring models in the credit union environment. European Journal of Operational Research 95(1), 24-37 (1996)
    • Desai, V.S., Crook, J.N., Overstreet, G.A.: A. comparison of neural networks and linear scoring models in the credit union environment. European Journal of Operational Research 95(1), 24-37 (1996)
  • 5
    • 1542603058 scopus 로고    scopus 로고
    • Ak-nearest neighbor classifier for assessing consumer credit risk
    • Henley, W.E., Hand, D.J.: Ak-nearest neighbor classifier for assessing consumer credit risk. Statistician 44(1), 77-95 (1996)
    • (1996) Statistician , vol.44 , Issue.1 , pp. 77-95
    • Henley, W.E.1    Hand, D.J.2
  • 10
    • 38049119991 scopus 로고    scopus 로고
    • Consistency Based Attribute Reduction
    • Zhou, Z.-H, Li, H, Yang, Q, eds, PAKDD 2007, Springer, Heidelberg
    • Hu, Q., Zhao, H., Xie, Z., Yu, D.: Consistency Based Attribute Reduction. In: Zhou, Z.-H., Li, H., Yang, Q. (eds.) PAKDD 2007. LNCS (LNAI), vol. 4426, pp. 96-107. Springer, Heidelberg (2007)
    • (2007) LNCS (LNAI , vol.4426 , pp. 96-107
    • Hu, Q.1    Zhao, H.2    Xie, Z.3    Yu, D.4
  • 11
    • 33744584654 scopus 로고
    • Introduction of decision trees
    • Quinlan, J.R.: Introduction of decision trees. Machine Learning 1(1) (1986)
    • (1986) Machine Learning , vol.1 , Issue.1
    • Quinlan, J.R.1
  • 12
    • 44649091068 scopus 로고    scopus 로고
    • Quinlan, J.R.: C4.5: Programs for machine learning. Morgan Kaufmann, San Francisco (1993)
    • Quinlan, J.R.: C4.5: Programs for machine learning. Morgan Kaufmann, San Francisco (1993)
  • 14
    • 67650526026 scopus 로고    scopus 로고
    • A Fast Algorithm for Reduction Based on Skowron Discernibility Matrix
    • in China
    • Yuan-Zhen, W., Xiao-Bing, P.: A Fast Algorithm for Reduction Based on Skowron Discernibility Matrix. Compute Science (in China) 32(4), 42-44 (2005)
    • (2005) Compute Science , vol.32 , Issue.4 , pp. 42-44
    • Yuan-Zhen, W.1    Xiao-Bing, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.