- ABSTRACT
- Ⅰ. Introduction
- Ⅱ. Related Work
- Ⅲ. Financial Fraud Detection using Azure ML and Spark ML
- 3.1. Method
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https://www.riss.kr/link?id=A105977189
Priyanka Purushu (AT&T) ; Niklas Melcher (California State University) ; Bhagyashree Bhagwat ; Jongwook Woo
2018
English
Fraud Detection ; Spark ; Azure ; Machine Learning ; Hadoop ; Big Data
325
KCI등재,SCOPUS
학술저널
308-319(12쪽)
0
0
상세조회0
다운로드목차 (Table of Contents)
참고문헌 (Reference)
1 Jones, T. A., "Writing a good paper" 1 (1): 1-10, 2002
2 "Synthetic Financial Datasets for Fraud Detection (n.d)"
3 Lopez-Rojas, E. A., "PaySim : A financial mobile money simulator for fraud detection" 2016
4 Woo, J., "Market Basket Analysis Algorithms with MapReduce" 3 (3): 445-452, 2013
5 Woo, J., "Market Basket Analysis Algorithm with Map/Reduce of Cloud Computing" 2011
6 Meng, X., "MLlib:Machine learning in apache spark"
7 "Financial Transactions & Fraud Schemes (n.d)"
8 Han, J., "Data Mining: Concepts and Techniques" Morgan Kaufmann Publishers 2006
9 Hormozi, H., "Credit cards fraud detection by negative selection algorithm on hadoop (To reduce the training time)" 40-43, 2013
10 Kamaruddhin, S., "Credit Card Fraud Detection using Big Data Analytics: Use of PSOAANN based One-Class Classification" (33) : 2016
1 Jones, T. A., "Writing a good paper" 1 (1): 1-10, 2002
2 "Synthetic Financial Datasets for Fraud Detection (n.d)"
3 Lopez-Rojas, E. A., "PaySim : A financial mobile money simulator for fraud detection" 2016
4 Woo, J., "Market Basket Analysis Algorithms with MapReduce" 3 (3): 445-452, 2013
5 Woo, J., "Market Basket Analysis Algorithm with Map/Reduce of Cloud Computing" 2011
6 Meng, X., "MLlib:Machine learning in apache spark"
7 "Financial Transactions & Fraud Schemes (n.d)"
8 Han, J., "Data Mining: Concepts and Techniques" Morgan Kaufmann Publishers 2006
9 Hormozi, H., "Credit cards fraud detection by negative selection algorithm on hadoop (To reduce the training time)" 40-43, 2013
10 Kamaruddhin, S., "Credit Card Fraud Detection using Big Data Analytics: Use of PSOAANN based One-Class Classification" (33) : 2016
11 Hwang, K., "Computer Arithmetic" 1997
12 Sharma, A., "A Review of Financial Accounting Fraud Detection based on Data Mining Techniques" 2013
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학술지 이력
연월일 | 이력구분 | 이력상세 | 등재구분 |
---|---|---|---|
2023 | 평가예정 | 해외DB학술지평가 신청대상 (해외등재 학술지 평가) | |
2020-01-01 | 평가 | 등재학술지 유지 (해외등재 학술지 평가) | |
2017-01-01 | 평가 | 등재학술지 유지 (계속평가) | |
2013-01-01 | 평가 | 등재 1차 FAIL (등재유지) | |
2010-01-01 | 평가 | 등재학술지 유지 (등재유지) | |
2009-03-05 | 학술지명변경 | 한글명 : 경영정보학 연구 -> Asia Pacific Journal of Information Systems외국어명 : The Journal of MIS Research -> Asia Pacific Journal of Information Systems | |
2008-01-01 | 평가 | 등재학술지 유지 (등재유지) | |
2006-01-01 | 평가 | 등재학술지 유지 (등재유지) | |
2004-01-01 | 평가 | 등재학술지 유지 (등재유지) | |
2001-01-01 | 평가 | 등재학술지 선정 (등재후보2차) | |
1998-07-01 | 평가 | 등재후보학술지 선정 (신규평가) |
학술지 인용정보
기준연도 | WOS-KCI 통합IF(2년) | KCIF(2년) | KCIF(3년) |
---|---|---|---|
2016 | 0.49 | 0.49 | 0.69 |
KCIF(4년) | KCIF(5년) | 중심성지수(3년) | 즉시성지수 |
0.73 | 0.7 | 0.808 | 0.1 |