Fraudulent call detection for mobile networks

2010 International Conference on Information and Emerging Technologies, ICIET 2010

Volumn , Issue , 2010, Pages

  Qayyum, Sameer ^a   Mansoor, Shaheer ^a   Khalid, Adeel ^a   Khushbakht, ^a   Halim, Zahid ^a   Baig, A Rauf ^a  

^a NATIONAL UNIVERSITY OF COMPUTER AND EMERGING SCIENCES   (Pakistan)

Author keywords

Artificial neural network; Fraudulent behavior prediction; Telecom data

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BEHAVIOR PREDICTION; CUSTOMER BEHAVIOR; INDIVIDUAL CUSTOMERS; MACHINE LEARNING TECHNIQUES; MOBILE NETWORKS; NORMAL BEHAVIOR; NUMBER OF SUBSCRIBERS; TELECOM; TELECOM INDUSTRY; TELECOM OPERATORS; TEST CASE; TIME-SERIES DATA;

BEHAVIORAL RESEARCH; CRIME; CUSTOMER SATISFACTION; FORECASTING; TELECOMMUNICATION; TELECOMMUNICATION INDUSTRY; TELECOMMUNICATION SYSTEMS; TIME SERIES;

NEURAL NETWORKS;

EID: 78650525011     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIET.2010.5625718     Document Type: Conference Paper

References (11)

1. PTA, Telecom Indicators- Mobile Cellular Services, (Wednesday, 23 December 2009), 〈http://www.pta.gov.pk〉, (visited Friday, 1 January 2010).
2. M. Arif, M. Rab, A. Rehman, W. Hassan, M. Riaz, " Pakistan Telecommunication Annual Report 2008-2009" Chapter 4 - Mobile Cellular Services. Pakistan Telecommunication Authority: Ministry Of Information, Government of Pakistan.
3. Y. Moreau, E. Lerouge, H. Verrelst, J. Vandewalle, C. Stormann, P. Burge, "A hybrid system for fraud detection in mobile communications", ESANN'1999 proceedings, pp. 447-454.
4. P. Barson, S. Field, N. Davey, G. McAskie, and R. Frank. The detection of fraud in mobile phone networks. Neural Network World, 6(4):477-484, 1996.
5. Y. Moreau, H. Verrelst, and J. Vandewalle. Detection of mobile phone fraud using supervised neural networks: A first prototype. In International Conference on Artificial Neural Networks Proceedings (ICANN'97), pages 1065-1070, October 1997.
6. C.Hilas and J.Sahalos , 'User profiling for fraud detection in telecommunication networks', 5th International Conference on Technology and Automation, Thessaloniki, Greece, 2005.
7. P. Ferreira, O. Belo, R. Alves, and L. Cortesao. Establishing fraud detection patterns based on signatures. In Proceedings of the 7th Industrial Conference on Data Mining, Leipzig - Germany, 2006.
8. S. Wu, N. Kang, L. Yang, "Fraudulent Behavior Forecast in Telecom Industry Based on Data Mining Technology" Communications of the IIMA 2007, Volume 7 Issue 4, pp. 201-6.
9. S. Wu, N. Kang, L. Yang, "Fraudulent Behavior Forecast in Telecom Industry Based on Data Mining Technology" , Communications of the IIMA, 2007
10. A.J. Hussain and E. Chew, "Data Mining and Telecommunication Fraud Detection Using Artificial Neural Networks," 9th International Workshop on Systems, Signals and Image Processing, IWSSIP'02, Manchester, UK
11. W. Xu, Y. Pang, J. Ma, S. Wang, G. Hao, S. Zeng, Y. Qain, " Fraud detection in telecommunication: a rough fuzzy set based approach", International Conference of Machine Learning and Cybernetics, 1249-1253, 2008.