메뉴 건너뛰기




Volumn , Issue , 2009, Pages 259-265

Telecommunication fraud prediction using backpropagation neural network

Author keywords

Backpropagation algorithm; Call data records; Fraud detection system; Fraud risk clasification; Telecommunication fraud

Indexed keywords

BACK-PROPAGATION NEURAL NETWORKS; CALL DATA RECORDS; FRAUD DETECTION SYSTEM; FRAUD RISK; INTERPOLATION PROBLEMS; NETWORK MODELS; TELECOMMUNICATION FRAUD; TRAINING AND TESTING;

EID: 77649289374     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SoCPaR.2009.60     Document Type: Conference Paper
Times cited : (15)

References (17)
  • 1
    • 0033885921 scopus 로고    scopus 로고
    • Tackling the Qualification Problem using Fluent Dependency Constraints
    • May
    • J. Kvarnström and P. Doherty, "Tackling the Qualification Problem using Fluent Dependency Constraints," Computational Intelligence, vol. 16, no. 2, pp. 169-209, May 2000.
    • (2000) Computational Intelligence , vol.16 , Issue.2 , pp. 169-209
    • Kvarnström, J.1    Doherty, P.2
  • 2
    • 0003914522 scopus 로고    scopus 로고
    • State of the Practice of Intrusion Detection Technologies,
    • Technical Report
    • J. Allen, A. Christie, W. Fithen, J. McHugh, J. Pickel and E. Stoner, "State of the Practice of Intrusion Detection Technologies," Technical Report, Carnegie Mellon University, 2000. http://www.cert.org/archive/pdf/ 99tr028.pdf
    • (2000)
    • Allen, J.1    Christie, A.2    Fithen, W.3    McHugh, J.4    Pickel, J.5    Stoner, E.6
  • 3
    • 3142623031 scopus 로고    scopus 로고
    • Clustering intrusion detection alarms to support root cause analysis
    • K. Julisch, "Clustering intrusion detection alarms to support root cause analysis," ACM Transactions on Information and System Security, vol. 4, no. 6, pp. 443-471, 2003.
    • (2003) ACM Transactions on Information and System Security , vol.4 , Issue.6 , pp. 443-471
    • Julisch, K.1
  • 6
    • 0042421807 scopus 로고    scopus 로고
    • Statistical fraud detection: A review
    • R.J. Bolton and D.J. Hand, "Statistical fraud detection: A review," Statistical Science, vol. 17, no. 3, pp. 235-249, 2002.
    • (2002) Statistical Science , vol.17 , Issue.3 , pp. 235-249
    • Bolton, R.J.1    Hand, D.J.2
  • 9
    • 0010852727 scopus 로고    scopus 로고
    • An Unsupervised Neural Network Approach Profiling the behavior of mobile phone user for use in fraud detection
    • P. Burge and J. Shawe-Taylor, "An Unsupervised Neural Network Approach Profiling the behavior of mobile phone user for use in fraud detection," Journal of Parallel and Distributed Computing, vol. 61, no. 7, pp. 915-925, 2001.
    • (2001) Journal of Parallel and Distributed Computing , vol.61 , Issue.7 , pp. 915-925
    • Burge, P.1    Shawe-Taylor, J.2
  • 10
    • 2542543766 scopus 로고    scopus 로고
    • Logging for intrusion and fraud detection,
    • PhD Thesis. Chalmers University of Technology, Goteborg, Sweden, September
    • E. Lundin, "Logging for intrusion and fraud detection," PhD Thesis. Chalmers University of Technology, Goteborg, Sweden, September, 2004.
    • (2004)
    • Lundin, E.1
  • 11
    • 37249089471 scopus 로고    scopus 로고
    • Network Anomaly Detection Based on DSOM and ACO Clustering
    • Advances in Neural Networks:, Springer Berlin/Heidelberg
    • Yong Feng, Jiang Zhong, Zhong-yang Xiong, Chun-xiao Ye and Kaigui Wu, "Network Anomaly Detection Based on DSOM and ACO Clustering," Advances in Neural Networks: LNCS, vol. 4492, pp. 947-955, Springer Berlin/Heidelberg, 2007.
    • (2007) LNCS , vol.4492 , pp. 947-955
    • Feng, Y.1    Zhong, J.2    Xiong, Z.-Y.3    Ye, C.-X.4    Wu, K.5
  • 12
    • 26944496794 scopus 로고    scopus 로고
    • Detecting Fraud in Mobile Telephony Using Neural Networks
    • Innovations in Aplied Artificial Intelligence:, Springer Berlin/Heidelberg
    • H. Grosser, P. Britos, R. Gracia-Martinez, "Detecting Fraud in Mobile Telephony Using Neural Networks," Innovations in Aplied Artificial Intelligence: LNCS, vol. 3533, pp. 613-615, Springer Berlin/Heidelberg, 2005.
    • (2005) LNCS , vol.3533 , pp. 613-615
    • Grosser, H.1    Britos, P.2    Gracia-Martinez, R.3
  • 16
    • 77649314851 scopus 로고    scopus 로고
    • th, 2005.
    • th, 2005.
  • 17
    • 77649316092 scopus 로고    scopus 로고
    • TMR&D, System Functional & Design, Fraud & Revenue Assurance Project Documentation, 2006.
    • TMR&D, "System Functional & Design," Fraud & Revenue Assurance Project Documentation, 2006.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.