Detection of mobile phone fraud using supervised neural networks: A first prototype

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1327, Issue , 1997, Pages 1056-1070

  Moreau, Yves ^a   Verreist, Herman ^a   Vandewalle, Joos ^a  

^a UNIVERSITY OF LEUVEN   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

CRIME; KNOWLEDGE BASED SYSTEMS; MOBILE TELECOMMUNICATION SYSTEMS;

EUROPEAN COMMISSION; MOBILE COMMUNICATIONS; SUPERVISED NEURAL NETWORKS; UNSUPERVISED NEURAL NETWORKS;

NEURAL NETWORKS;

EID: 84956705634     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0020294     Document Type: Conference Paper

References (7)

1. ACTS ACQ95, project ASPeCT: Definition of Fraud Detection Concepts. ACTS ASPeCT, AC095/ATEA/W22/DS/P/06/A (1996)
2. ACTS AC095, project ASPeCT: Fraud Management Tools: First Prototypes. ACTS ASPeCT, AC095/DOC/RUL/072/WP22/A (1997)
3. Moreau Y., Preneel B., Bürge P., Shawe-Taylor J., Stoermann C, Cooke C: Novel Techniques for Fraud Detection in Mobile Telecommunications. ACTS Mobile Summit, Grenada, Spain (1996)
4. Bürge P., Shawe-Taylor J.: Detecting Cellular Fraud Using Adaptive Prototypes. To appear in Proceedings of AAAI-97 Workshop on AI Approaches to Fraud Detection and Risk Management, Providence, RI (1997)
5. Ghosh S-, Reilly D.: Credit Card Fraud Detection with a Neural-Network. Proceedings of the 27th Annual Hawaii International Conference on System Science, IEEE Computer Society Press 3 (1994) 621-630
6. Connor L., Brothers L., Alspector J.: Neural Network Detection of Fraudulent Calling Card Patterns. Proc. of the International Workshop on Applications of Neural Networks to Telecommunications, Lawrence Erlbaum Associates (1995) 362-370
7. Barson P., Field S., Davey N. McAskie G., Frank R.: The Detection of Fraud in Mobile Phone Networks. Neural Network World 6 4 (1996) 477-484