An application of supervised and unsupervised learning approaches to telecommunications fraud detection

Author:

Hilas Constantinos S.,Mastorocostas Paris As.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference32 articles.

1. ACTS ACo95, project ASPeCT: legal aspects of fraud detection, AC095/KUL/W26/DS/P/25/2, 1998.

2. G. Adomavicious, Al. Tuzhilin, User profiling in personalization applications through rule discovery and validation, in: Proc. ACM SIGKDD-99, ACM Press, San Diego, CA, USA, 1999, pp. 377–381.

3. R. Alves et al., Discovering telecom fraud situations through mining anomalous behavior patterns, in: KDD 2006 Workshop on Data Mining for Business Applications, Philadelphia, USA, 2006.

4. R. Buschkes, D. Kesdogan, P. Reichl, How to increase security in mobile networks by anomaly detection, in: Proc. 14th Annual Computer Security Applications Conference – ACSAC’98, 1998, p. 8.

5. Visual data mining: recognizing telephone calling fraud;Cox;Journal of Data Mining and Knowledge Discovery,1997

Cited by 73 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A forensic statistical analysis of fraud in the federal food stamp program;The Annals of Applied Statistics;2024-09-01

2. Housing Price Prediction Using Machine Learning Techniques;2024 International Conference on Science, Engineering and Business for Driving Sustainable Development Goals (SEB4SDG);2024-04-02

3. Telecommunication fraud resilient framework for efficient and accurate detection of SMS phishing using artificial intelligence techniques;Multimedia Tools and Applications;2024-03-28

4. Deep kernel methods learn better: from cards to process optimization;Machine Learning: Science and Technology;2024-01-19

5. Telecom Fraud Detection Based on Feature Binning and Autoencoder;2023 IEEE International Conference on Data Mining (ICDM);2023-12-01

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3