최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기한국전자거래학회지 = The Journal of Society for e-Business Studies, v.27 no.2, 2022년, pp.65 - 77
최병호 (Department of Industrial & Information Systems, Graduate School of Public Policy and Information Technology, Seoul National University of Science & Technology) , 조남욱 (Department of Industrial & Information Systems Engineering, Seoul National University of Science & Technology)
Due to the recent development in electronic financial services, transactions of electronic prepayment are rapidly growing, leading to growing fraud attempts. This paper proposes a methodology that can effectively detect fraud transactions in electronic prepayment by machine learning algorithms, incl...
Bank of Korea, "Economic Statistics System - Search in Statistical Classification," https://ecos.bok.or.kr/flex/EasySearch_e.jsp, 2022.01.29.
Breiman, L., Stone, C. J., Feieman, J. H., and Olshen, L. A., "Classification and regression trees," Chapman & Hall/CRC, London, 1984.
Choi, B. H. and Cho, N. W., "A study on the fraud detection through sequential pattern analysis," The Journal of Society for e-Business Studies, Vol. 26, No. 3, pp. 21-32, 2021.
Chung, Y. M. and Lim, H. Y., "An experimental study on text categorization using an SVM classifier," Journal of the Korean Society for information Management, Vol. 17, No. 4, pp. 229-248, 2001.
Cortes, C. and Vapnik, V., "Support-vector networks," Machine Learning, Vol. 20, No. 3, pp. 273-297, 1995.
Han, H. C., Kim, H. N., and Kim, H. K., "Fraud detection system in mobile payment service using data mining," The Journal of Korea Institute of Information Security & Cryptology, Vol. 26, No. 6, pp. 1527-1537, 2016.
Hwang, S. W., "A study on distinction of deterioration of high speed railway track using an SVM," Kangwon National University, 2013.
Jan, S. U., Lee, Y. D., Shin, J. P., and Koo, I. S., "Sensor fault classification based on support vector machine and statistical time-domain features," IEEE Access, Vol. 5, pp. 8682-8690, 2017.
Jun, C. H., "Data Mining Techniques," Hannarae Publishing Co, Seoul, 2012.
Korean National Police Agency, Cyber Investigation - Status for cyber crime arrest, https://www.police.go.kr/eng/statistics/statisticsSm/statistics04.jsp, 2022.01.29.
Lantz, B., "machine learning with R - Second Edition," (Yoon, S. J., Trans), acornpub.co, Seoul, 2017 (Original work published 2015).
Lee, G. H., Shin, B. C., and Hur, J. W., "Fault classification of gear pumps using SVM," Journal of Applied Reliability, Vol. 20, No. 2, pp. 187-196, 2020.
Lee, T. H. and Kook, K. H., "A study on detection of small size malicious code using data mining method," Journal of Information and Security, Vol. 19, No. 1, pp. 11-17, 2019.
McCulloch, W. S. and Pitts, W., "A logical calculus of the ideas immanent in nervous activity," The Bulletin of Mathematical Biophysics, Vol. 5, No. 4, pp. 115-133, 1943.
Park, J. H., Kim, H. K., and Kim, E. J., "Effective normalization method for fraud detection using a decision tree," The Journal of Korea Institute of Information Security & Cryptology, Vol. 25, No. 1, pp. 133-146, 2015.
Park, K. R., Kim, J. H., and Lee, S. H., "facial Feature Verification System based on SVM Classifier," KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 675-682, 2004.
Seo, J. H., "A Study on the Performance Evaluation of Unbalanced Intrusion Detection Dataset Classification based on Machine Learning," Journal of Korean Institute of Intelligent Systems, Vol. 27, No. 5, pp. 466-474, 2017.
Seo, M. K., "Practical data processing and analysis using R," Gilbut, Seoul, 2019.
Seoulshinmun, "Customer lost his phone and all his assets were stolen with Kakao Pay, but NaverPay was different," https://www.seoul.co.kr/news/newsView.php?id20220109500066, 2022.01.09.
Vapnik, V., "An overview of statistical learning theory," IEEE Transactions on Neural Networks, Vol. 10, No. 5, pp. 988-999, 1999.
Vapnik, V., "The Nature of Statistical Learning Theory," Springer, New York, NY, 1995.
Yang, E. M. and Seo, C. H., "A study on intrusion detection in network intrusion detection system using SVM," The Society of Digital Policy & Management, Vol. 16, No. 5, pp. 399-406, 2018.
Yang, J. W., Lee, Y. D., and Koo, I. S., "Sensor fault detection scheme based on deep learning and support vector machine," The Journal of The Institute of Internet Broadcasting and Communication (IIBC), Vol. 18, No. 2, pp. 185-195, 2018.
Yeo, W. K., Seo, Y. M., Lee, S. Y., and Jee, H. K., "Study on water stage prediction using hybrid model of artificial neural network and genetic algorithm," Journal of Korea Water Resources Association, Vol. 43, No. 8, pp. 721-731, 2010.
Zhou, Z. H., "Machine Learning," (Kim, K. H., Trans), Jeipub, Paju, Gyeonggi-do, 2020 (Original work published 2016).
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
오픈액세스 학술지에 출판된 논문
※ AI-Helper는 부적절한 답변을 할 수 있습니다.