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Volumn , Issue , 2008, Pages

Leveraging missing values in call detail record using naïve bayes for fraud analysis

Author keywords

[No Author keywords available]

Indexed keywords

AUTOCORRELATION; CLASSIFICATION (OF INFORMATION); CLASSIFIERS; COMMUNICATION; INFORMATION MANAGEMENT; LEARNING SYSTEMS; PROBABILITY; RESEARCH; RISK ASSESSMENT; TELECOMMUNICATION; TELECOMMUNICATION EQUIPMENT; TELECOMMUNICATION SERVICES; TELECOMMUNICATION SYSTEMS;

EID: 49749153511     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOIN.2008.4472791     Document Type: Conference Paper
Times cited : (4)

References (24)
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    • Mining For Fraud
    • Jul/Aug
    • Weatherford, M., "Mining For Fraud", IEEE Intelligent Systems, vol.17, Issue 4, pp. 4-6, Jul/Aug 2002.
    • (2002) IEEE Intelligent Systems , vol.17 , Issue.4 , pp. 4-6
    • Weatherford, M.1
  • 3
    • 49749087973 scopus 로고    scopus 로고
    • Revenue Assurance, Fraud & Security in 3G Telecom Services
    • Oct
    • Mark Johnson, "Revenue Assurance, Fraud & Security in 3G Telecom Services", Journal of Economic Crime Management, Oct 2002.
    • (2002) Journal of Economic Crime Management
    • Johnson, M.1
  • 6
    • 49749108588 scopus 로고    scopus 로고
    • Communications Fraud Control Association CFCA
    • Communications Fraud Control Association (CFCA), http://www.cfcu.org
  • 7
    • 49749138547 scopus 로고    scopus 로고
    • Multiple Additive Regression Trees - A Methodology for Predictive Data Mining For Fraud Detection
    • Master's thesis, Naval Postgraduate School, Monterey, California, Sept
    • DA Silva Monteiro, Antonio J. F., "Multiple Additive Regression Trees - A Methodology for Predictive Data Mining For Fraud Detection", Master's thesis, Naval Postgraduate School, Monterey, California, Sept 2002.
    • (2002)
    • Silva Monteiro, D.A.1    Antonio, J.F.2
  • 9
    • 67349152033 scopus 로고    scopus 로고
    • Call Record Analysis, Making Life Easier -Network Design and Management Tools
    • 8/4, Oct
    • Hinde, S.F., "Call Record Analysis, Making Life Easier -Network Design and Management Tools", IEE Colloquium, pp. 8/1-8/4, Oct 1996.
    • (1996) IEE Colloquium , pp. 8-1
    • Hinde, S.F.1
  • 11
    • 29144443664 scopus 로고    scopus 로고
    • Minority Report in Fraud Detection: Classification of Skewed Data
    • Clifton Phua, Damminda Alahakoon, Vincent Lee, "Minority Report in Fraud Detection: Classification of Skewed Data", ACM SIGKDD Explorations, vol.6, pp. 50-69, Issue 1, 2004.
    • (2004) ACM SIGKDD Explorations , vol.6 , Issue.1 , pp. 50-69
    • Phua, C.1    Alahakoon, D.2    Lee, V.3
  • 12
    • 3042636507 scopus 로고    scopus 로고
    • A case study of applying boosting naive Bayes to claim fraud diagnosis
    • May
    • Viaene, S.; Derrig, R.A.; Dedene, G., "A case study of applying boosting naive Bayes to claim fraud diagnosis", IEEE Transactions on Knowledge and Data Engineering, Volume 16, Issue 5, pp 612-620, May 2004.
    • (2004) IEEE Transactions on Knowledge and Data Engineering , vol.16 , Issue.5 , pp. 612-620
    • Viaene, S.1    Derrig, R.A.2    Dedene, G.3
  • 13
    • 84892142402 scopus 로고    scopus 로고
    • Michiaki Taniguchi, Michael haft, Jaako Hollmen, Volker Tresp, Fraud Detection in Communication Networks using Neural and Probabilistic Methods, Proc. IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP'98, 2, pp. 1241-1244, 1998.
    • Michiaki Taniguchi, Michael haft, Jaako Hollmen, Volker Tresp, "Fraud Detection in Communication Networks using Neural and Probabilistic Methods", Proc. IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP'98, vol.2, pp. 1241-1244, 1998.
  • 17
    • 30344485118 scopus 로고    scopus 로고
    • Missing is Useful: Missing Values in Cost-Sensitive Decision Trees
    • Dec
    • Shichao Zhang, Zhenxing Qin, Charles X. Ling, Shengli Sheng, "Missing is Useful: Missing Values in Cost-Sensitive Decision Trees", IEEE Transactions on Knowledge and Data Engineering, vol.17, No. 12, pp. 1689-1693, Dec 2005.
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.12 , pp. 1689-1693
    • Zhang, S.1    Qin, Z.2    Ling, C.X.3    Sheng, S.4
  • 19
    • 0043198674 scopus 로고    scopus 로고
    • Robust Learning with Missing Data
    • Nov
    • Marco Ramoni, Paola Sebastiani, "Robust Learning with Missing Data", ACM Machine Learning, vol.45, Issue 2, pp. 147-170, Nov 2001.
    • (2001) ACM Machine Learning , vol.45 , Issue.2 , pp. 147-170
    • Ramoni, M.1    Sebastiani, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.