A feature extraction method for fraud detection in mobile communication networks

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn 2, Issue , 2004, Pages 1853-1856

  Wang, Dong ^a   Wang, Quan Yu ^a   Zhan, Shou Yi ^a   Li, Feng Xia ^a   Wang, Da Zhen ^a  

^a BEIJING INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Feature extraction; GPCA; PCA; SVM

Indexed keywords

BIVARIATE STATISTICS (BS); CALL DETAIL RECORDS (CDR); INFORMATION GAIN (IG); RADIAL BASIS FUNCTIONS (RBF);

ALGORITHMS; DATA ACQUISITION; FEATURE EXTRACTION; INFORMATION ANALYSIS; NEURAL NETWORKS; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING; STATISTICS; TELECOMMUNICATION NETWORKS;

MOBILE TELECOMMUNICATION SYSTEMS;

EID: 4444378368     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Jiawei Han Micheline Kamber Data Mining Concepts and Techniques 2001
2. Vapnik.V. The Nature of Statistical Learning Theory[j]. Springer Verlag. 1995.
3. CHANG Chih-Chung ,LIN Chih-Jen.Libsvm: a library for support vector machines (version 2.3)[M]. 2001.
4. WANG Jia-qi. Kemerl Projection Algorithm for Large-scale SVM Problems[J].Comput.Sci &Technol. 2002.
5. TRAN Quang-anh, ZHANG Qian-li, LI Xing. SVM classification-based intrusion detection system[J]. Journal Of China Institute of Communications.2002
6. http://kiew.cs.uni-dortmund.de:8001/mlnet/instances/81d91eaa-da 13f5785e