Proceedings of the 2018 International Conference on Network, Communication, Computer Engineering (NCCE 2018)

Application of adaboost algorithm and immune algorithm in telecommunication fraud detection

Authors
Bing Wu, Mengtao Li, Chunlai Zhou
Corresponding Author
Bing Wu
Available Online May 2018.
DOI
10.2991/ncce-18.2018.27How to use a DOI?
Keywords
Adaboost algorithm,Artificial immune algorithm,Fraud detection
Abstract

Fraud detection is one of the biggest challenges facing the telecommunication industry now and in the future,The fight against fraud and anti-fraud has also reached a new stage. Finding a time-sensitive fraud detection method is an important way for operators to solve this problem. In this article, To solvet the low accuracy of the general algorithm, an adaptive improvement algorithm is proposed. The common algorithms are combined and enhanced, which greatly improves the accuracy of the detection results.Here we take the artificial immune algorithm as an example. The main application is combining machine learning and immune algorithm to apply to telecommunication fraud detection. The combination of the two is more conducive to pushing research on telecommunication fraud to a new stage for the future telecommunication industry.

Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2018 International Conference on Network, Communication, Computer Engineering (NCCE 2018)
Series
Advances in Intelligent Systems Research
Publication Date
May 2018
ISBN
10.2991/ncce-18.2018.27
ISSN
1951-6851
DOI
10.2991/ncce-18.2018.27How to use a DOI?
Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Bing Wu
AU  - Mengtao Li
AU  - Chunlai Zhou
PY  - 2018/05
DA  - 2018/05
TI  - Application of adaboost algorithm and immune algorithm in telecommunication fraud detection
BT  - Proceedings of the 2018 International Conference on Network, Communication, Computer Engineering (NCCE 2018)
PB  - Atlantis Press
SP  - 159
EP  - 163
SN  - 1951-6851
UR  - https://doi.org/10.2991/ncce-18.2018.27
DO  - 10.2991/ncce-18.2018.27
ID  - Wu2018/05
ER  -