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Volumn 39, Issue 16, 2012, Pages 12650-12657

Employing transaction aggregation strategy to detect credit card fraud

Author keywords

Fraud detection; Logistic regression; Predictive modeling

Indexed keywords

AGGREGATION STRATEGY; CONSUMER BUYING; CREDIT CARD FRAUD DETECTIONS; CREDIT CARD FRAUDS; CREDIT CARD TRANSACTIONS; CREDIT CARDS; FINANCIAL INDUSTRY; FRAUD DETECTION; FRAUDULENT TRANSACTIONS; LOGISTIC REGRESSIONS; MODEL ESTIMATION; PREDICTIVE MODELING; REAL LIFE DATA;

EID: 84864427385     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.05.018     Document Type: Article
Times cited : (110)

References (36)
  • 1
    • 1842607987 scopus 로고    scopus 로고
    • Detection of automobile insurance fraud with discrete choice models and misclassified claims
    • M. Artis, M. Ayuso, and M. Guillen Detection of automobile insurance fraud with discrete choice models and misclassified claims The Journal of Risk and Insurance 69 3 2002 325 340
    • (2002) The Journal of Risk and Insurance , vol.69 , Issue.3 , pp. 325-340
    • Artis, M.1    Ayuso, M.2    Guillen, M.3
  • 5
    • 0042421807 scopus 로고    scopus 로고
    • Statistical fraud detection: A review
    • R.J. Bolton, and D.J. Hand Statistical fraud detection: A review Statistical Science 17 3 2002 235 249
    • (2002) Statistical Science , vol.17 , Issue.3 , pp. 235-249
    • Bolton, R.J.1    Hand, D.J.2
  • 8
    • 24744440199 scopus 로고    scopus 로고
    • Fraud detection using a multinomial logit model with missing information
    • S.B. Caudill, M. Ayuso, and M. Guillen Fraud detection using a multinomial logit model with missing information The Journal of Risk and Insurance 72 4 2005 539 550
    • (2005) The Journal of Risk and Insurance , vol.72 , Issue.4 , pp. 539-550
    • Caudill, S.B.1    Ayuso, M.2    Guillen, M.3
  • 10
    • 33744516996 scopus 로고    scopus 로고
    • A new binary support vector system for increasing detection rate of credit card fraud
    • R.C. Chen, T.S. Chen, and C.C. Lin A new binary support vector system for increasing detection rate of credit card fraud International Journal of Pattern Recognition 20 2 2006 227 239
    • (2006) International Journal of Pattern Recognition , vol.20 , Issue.2 , pp. 227-239
    • Chen, R.C.1    Chen, T.S.2    Lin, C.C.3
  • 13
    • 79958000912 scopus 로고    scopus 로고
    • Detecting credit card fraud by genetic algorithm and scatter search
    • E. Duman, and M.H. Ozcelik Detecting credit card fraud by genetic algorithm and scatter search Expert Systems with Applications 38 2011 13057 13063
    • (2011) Expert Systems with Applications , vol.38 , pp. 13057-13063
    • Duman, E.1    Ozcelik, M.H.2
  • 17
    • 0040453788 scopus 로고    scopus 로고
    • Statistical classification methods in consumer credit scoring: A review
    • D.J. Hand, and W.E. Henley Statistical classification methods in consumer credit scoring: A review Journal of Royal Statistics Society 160 1997 523 541
    • (1997) Journal of Royal Statistics Society , vol.160 , pp. 523-541
    • Hand, D.J.1    Henley, W.E.2
  • 18
    • 0007984413 scopus 로고    scopus 로고
    • Misclassification of a dependent variable in a discrete-response setting
    • J.A. Hausman, J. Abrevaya, and F.M. Scott-Morton Misclassification of a dependent variable in a discrete-response setting Journal of Econometrics 87 1998 239 269
    • (1998) Journal of Econometrics , vol.87 , pp. 239-269
    • Hausman, J.A.1    Abrevaya, J.2    Scott-Morton, F.M.3
  • 19
    • 17944382954 scopus 로고    scopus 로고
    • Binary choice models for rare events data: A crop insurance fraud application
    • Y. Jin, R.M. Rejesus, and B.B. Little Binary choice models for rare events data: A crop insurance fraud application Applied Economics 37 7 2005 841 848
    • (2005) Applied Economics , vol.37 , Issue.7 , pp. 841-848
    • Jin, Y.1    Rejesus, R.M.2    Little, B.B.3
  • 21
    • 77951204543 scopus 로고    scopus 로고
    • A hybrid model for plastic card fraud detection systems
    • M. Krivko A hybrid model for plastic card fraud detection systems Expert Systems with Applications 37 2010 6070 6076
    • (2010) Expert Systems with Applications , vol.37 , pp. 6070-6076
    • Krivko, M.1
  • 22
    • 78651074462 scopus 로고    scopus 로고
    • CyberSource. Online Fraud to Reach $4 billion
    • 16 December
    • Leggatt, H. (2008). CyberSource. Online Fraud to Reach $4 billion. BizReport, 16 December.
    • (2008) BizReport
    • Leggatt, H.1
  • 23
    • 0040911818 scopus 로고
    • Detecting credit card fraud using expert systems
    • K.J. Leonard Detecting credit card fraud using expert systems Computers and Industrial Engineering 25 1993 103 106
    • (1993) Computers and Industrial Engineering , vol.25 , pp. 103-106
    • Leonard, K.J.1
  • 25
    • 0030609723 scopus 로고    scopus 로고
    • Logistic regression when the outcome is measured with uncertainty
    • L.S. Magder, and J.P. Hughes Logistic regression when the outcome is measured with uncertainty American Journal of Epidemiology 146 1997 195 203
    • (1997) American Journal of Epidemiology , vol.146 , pp. 195-203
    • Magder, L.S.1    Hughes, J.P.2
  • 29
    • 0029480319 scopus 로고
    • Unemployment benefits and labour market transitions: A multinomial logit model with errors in classification
    • J.M. Poterba, and L.H. Summers Unemployment benefits and labour market transitions: A multinomial logit model with errors in classification Review of Economics and Statistics 77 1995 207 216
    • (1995) Review of Economics and Statistics , vol.77 , pp. 207-216
    • Poterba, J.M.1    Summers, L.H.2
  • 30
    • 48749094245 scopus 로고    scopus 로고
    • Real-time credit card fraud detection using computational intelligence
    • J.T.S. Quah, and M. Sriganesh Real-time credit card fraud detection using computational intelligence Expert Systems with Applications 35 2008 1721 1732
    • (2008) Expert Systems with Applications , vol.35 , pp. 1721-1732
    • Quah, J.T.S.1    Sriganesh, M.2
  • 34
    • 0033705131 scopus 로고    scopus 로고
    • Multiple algorithms for fraud detection
    • R. Wheeler, and S. Aitken Multiple algorithms for fraud detection Knowledge Based Systems 99 2000 93 99
    • (2000) Knowledge Based Systems , vol.99 , pp. 93-99
    • Wheeler, R.1    Aitken, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.