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Volumn 7903 LNCS, Issue PART 2, 2013, Pages 62-71

Solving credit card fraud detection problem by the new metaheuristics migrating birds optimization

Author keywords

credit cards; fraud; genetic algorithms; migrating birds optimization algorithm

Indexed keywords

BINARY CLASSIFICATION PROBLEMS; CLASSIFICATION ERRORS; CREDIT CARD FRAUD DETECTIONS; CREDIT CARDS; DATA MINING ALGORITHM; FRAUD; META-HEURISTICS ALGORITHMS; OPTIMIZATION ALGORITHMS;

EID: 84880057301     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-38682-4_8     Document Type: Conference Paper
Times cited : (46)

References (24)
  • 1
    • 84865588127 scopus 로고    scopus 로고
    • Migrating Birds Optimization: A new metaheuristic approach and its performance on quadratic assignment problem
    • Duman, E., Uysal, M., Alkaya, A.F.: Migrating Birds Optimization: A new metaheuristic approach and its performance on quadratic assignment problem. Information Sciences 217, 65-77 (2012)
    • (2012) Information Sciences , vol.217 , pp. 65-77
    • Duman, E.1    Uysal, M.2    Alkaya, A.F.3
  • 2
    • 0042421807 scopus 로고    scopus 로고
    • Statistical fraud detection: A review
    • Bolton, R.J., Hand, D.J.: Statistical fraud detection: A review. Statistical Science 28(3), 235-255 (2002)
    • (2002) Statistical Science , vol.28 , Issue.3 , pp. 235-255
    • Bolton, R.J.1    Hand, D.J.2
  • 4
    • 33750951681 scopus 로고    scopus 로고
    • A comprehensive survey of data mining-based fraud detection research
    • Phua, C., et al.: A comprehensive survey of data mining-based fraud detection research. Artificial Intelligence Review (2005)
    • (2005) Artificial Intelligence Review
    • Phua, C.1
  • 7
    • 0030394990 scopus 로고    scopus 로고
    • Density-based clustering and radial basis function modeling to generate credit card fraud scores
    • Hanagandi, V., Dhar, A., Buescher, K.: Density-Based Clustering and Radial Basis Function Modeling to Generate Credit Card Fraud Scores. In: Proceedings of the IEEE/IAFE, Conference (1996)
    • (1996) Proceedings of the IEEE/IAFE, Conference
    • Hanagandi, V.1    Dhar, A.2    Buescher, K.3
  • 9
    • 48749094245 scopus 로고    scopus 로고
    • Real-time credit card fraud detection using computational intelligence
    • Quah, J.T., Sriganesh, M.: Real-time credit card fraud detection using computational intelligence. Expert Systems with Applications 35(4) (2008)
    • (2008) Expert Systems with Applications , vol.35 , Issue.4
    • Quah, J.T.1    Sriganesh, M.2
  • 11
    • 0033705131 scopus 로고    scopus 로고
    • Multiple algorithms for fraud detection
    • Wheeler, R., Aitken, S.: Multiple algorithms for fraud detection. Knowledge-Based Systems 13(2/3) (2000)
    • (2000) Knowledge-Based Systems , vol.13 , Issue.2-3
    • Wheeler, R.1    Aitken, S.2
  • 12
    • 24944580076 scopus 로고    scopus 로고
    • Detecting credit card fraud by using questionnaire-responded transaction model based on support vector machines
    • Yang, Z.R., Yin, H., Everson, R.M. (eds.) Springer, Heidelberg
    • Chen, R.-C., Chiu, M.-L., Huang, Y.-L., Chen, L.-T.: Detecting credit card fraud by using questionnaire-responded transaction model based on support vector machines. In: Yang, Z.R., Yin, H., Everson, R.M. (eds.) IDEAL 2004. LNCS, vol. 3177, pp. 800-806. Springer, Heidelberg (2004)
    • (2004) IDEAL 2004. LNCS , vol.3177 , pp. 800-806
    • Chen, R.-C.1    Chiu, M.-L.2    Huang, Y.-L.3    Chen, L.-T.4
  • 14
    • 48749094245 scopus 로고    scopus 로고
    • Real-time credit fraud detection using computational intelligence
    • Quah, J.T.S., Srinagesh, M.: Real-time credit fraud detection using computational intelligence. Expert Systems with Applications 35, 1721-1732 (2008)
    • (2008) Expert Systems with Applications , vol.35 , pp. 1721-1732
    • Quah, J.T.S.1    Srinagesh, M.2
  • 15
    • 67349218861 scopus 로고    scopus 로고
    • Credit card fraud detection: A fusion approach using dempster-shafer theory and bayesian learning
    • Panigrahi, S., Kundu, A., Sural, S., Majumdar, A.: Credit Card Fraud Detection: A Fusion Approach Using Dempster-Shafer Theory and Bayesian Learning. Information Fusion, 354-363 (2009)
    • (2009) Information Fusion , pp. 354-363
    • Panigrahi, S.1    Kundu, A.2    Sural, S.3    Majumdar, A.4
  • 17
    • 0041920755 scopus 로고    scopus 로고
    • The discovery of experts' decision rules from qualitative bankrupcy data using genetic algorithms
    • Kim, M., Han, I.: The Discovery of Experts' Decision Rules from Qualitative Bankrupcy Data Using Genetic Algorithms. Expert Systems with Applications 25, 637-646 (2003)
    • (2003) Expert Systems with Applications , vol.25 , pp. 637-646
    • Kim, M.1    Han, I.2
  • 18
    • 51049094235 scopus 로고    scopus 로고
    • Credit card fraud detection with artificial immune system
    • Bentley, P.J., Lee, D., Jung, S. (eds.). Springer, Heidelberg
    • Gadi, M.F.A., Wang, X., do Lago, A.P.: Credit Card Fraud Detection with Artificial Immune System. In: Bentley, P.J., Lee, D., Jung, S. (eds.) ICARIS 2008. LNCS, vol. 5132, pp. 119-131. Springer, Heidelberg (2008)
    • (2008) ICARIS 2008. LNCS , vol.5132 , pp. 119-131
    • Gadi, M.F.A.1    Wang, X.2    Do Lago, A.P.3
  • 19
    • 79958000912 scopus 로고    scopus 로고
    • Detecting credit card fraud by genetic algorithm and scatter search
    • Duman, E., Ozcelik, M.H.: Detecting credit card fraud by genetic algorithm and scatter search. Expert Systems with Applications 38, 13057-13063 (2011)
    • (2011) Expert Systems with Applications , vol.38 , pp. 13057-13063
    • Duman, E.1    Ozcelik, M.H.2
  • 21
    • 84880054458 scopus 로고    scopus 로고
    • Gartner Reports, from the World Wide Web (May 10
    • Gartner Reports, from the World Wide Web (May 10, 2010), http://www.gartner.com
    • (2010)
  • 22
    • 84880073022 scopus 로고    scopus 로고
    • Investigate data mining for security and criminal detection
    • Mena, J.: Investigate Data Mining for Security and Criminal Detection. Butterworth- Heinemann, Amsterdam (2003)
    • (2003) Butterworth- Heinemann, Amsterdam
    • Mena, J.1
  • 24
    • 70449434892 scopus 로고    scopus 로고
    • A benefit-cost based method for cost-sensitive decision trees
    • Liu, X.: A Benefit-Cost Based Method for Cost-Sensitive Decision Trees. In: 2009 WRI Global Congress on Intelligent Systems, pp. 463-467 (2009)
    • (2009) 2009 WRI Global Congress on Intelligent Systems , pp. 463-467
    • Liu, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.