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題名:以模型融合為基礎之線上拍賣詐騙偵測
書刊名:資訊管理學報
作者:張昭憲陳世軒
作者(外文):Chang, Jau-shienChen, Shih-hsuan
出版日期:2021
卷期:28:4
頁次:頁419-444
主題關鍵詞:詐騙偵測模型融合分類線上拍賣電子商務Fraud detectionModel fusionClassificationOnline auctionsE-commerce
原始連結:連回原系統網址new window
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  • 共同引用共同引用:0
  • 點閱點閱:6
期刊論文
1.Gavish, B.、Tucci, C.(2008)。Reducing Internet auction fraud。Communications of the ACM,51(5),89-97。  new window
2.Goes, P. B.、Tu, Y.、Tung, A.(2009)。Online auctions hidden metrics。Communications of the ACM,52(4),147-149。  new window
3.Alford, M.(2013)。Intelligent Fraud Detection: a Comparison of Neural and Bayesian Methods。Computer Fraud & Security,2013(4),14-16。  new window
4.Chang, W. H.、Chang, J. S.(2012)。An Effective Early Fraud Detection Method for Online auctions。Electronic Commerce Research and Applications,11(4),346-360。  new window
5.Chang, W. H.、Chang, J. S.(2011)。A Novel Two-Stage Phased Modeling Framework for Early Fraud Detection in Online Auctions。Expert Systems with Applications,38(9),11244-11260。  new window
6.Huang, S.、Ma, J.、Cheng, P.、Wang, S.(2015)。A hybrid multigroup coclustering recommendation framework based on information fusion。ACM Transactions on Intelligent Systems and Technology (TIST),6(2),1-12。  new window
7.Ahmed, M.、Mahmood, A. N.、Islam, M. R.(2016)。A survey of anomaly detection techniques in financial domain。Future Generation Computer Systems,55,278-288。  new window
8.Chen, C.、Zhu, Q.、Lin, L.、Shyu M. L.(2013)。Web Media Semantic Concept Retrieval via Tag Removal and Model Fusion。ACM Transactions on Intelligent Systems and Technology,4(4),1-22。  new window
9.Chen, J.、Tao, Y.、Wang, H.、Chen, T.(2015)。Big Data based fraud risk management at Alibaba。The Journal of Finance and Data Science,1(1),1-10。  new window
10.Darudi, A.、Bashari, M.、Javidi, H.(2015)。Electricity price forecasting using a new data fusion algorithm。IET Generation, Transmission & Distribution,9(12),1382-1390。  new window
11.Kim, K.、Choi, Y.、Park, J.(2013)。Price fraud detection in online shopping malls using a finite mixture model。Electronic Commerce Research and Applications,12,195-207。  new window
12.Li, S. H.、Yen, D. C.、Lu, W. H.、Wang, C.(2012)。Identifying the signs of fraudulent accounts using data mining techniques。Computers in Human Behavior,28,1002-1013。  new window
13.Makki, Sara、Assaghir, Zainab、Taher, Yehia、Haque, Rafiqul、Hacid, Mohand-Saïd、Zeineddine, Hassan(2019)。An Experimental Study with Imbalanced Classification Approaches for Credit Card Fraud Detection。IEEE Access,7,93010-93022。  new window
14.Tsang, S.、Koh, Y.-S.、Dobbie, G.、Alam, S.(2014)。SPAN: Finding collaborative frauds in online auctions。Knowledge-based systems,71,389-408。  new window
15.West, J.、Bhattacharya, M.(2016)。Intelligent financial fraud detection: A comprehensive review。Computer & Security,57,47-66。  new window
會議論文
1.Chang, J. S.、Chang, W. H.(2009)。An Early Fraud Detection Mechanism for Online Auctions Based on Phased Modeling。The 2009 International Workshop on Mobile Systems E-commerce and Agent Technology,(會議日期: 2009/12/03-2009/12/05),743-748。  new window
2.Chau, D. H.、Faloutsos, C.(2005)。Fraud detection in electronic auction。European Web Mining Forum, held as part of ECML/PKDD。  new window
3.Chau, D. H.、Pandit, S.、Faloutsos, C.(2006)。Detecting fraudulent personalities in networks of online auctioneers。10th European Conference on Principles and Practice of Knowledge Discovery in Databases: PKDD 2006,(會議日期: 2006/09/18-2006/09/22)。Springer-Verlag。103-114。  new window
4.Pandit, S.、Chau, D. H.、Wang, S.、Faloutsos, C.(2007)。NetProbe: A fast and scalable system for fraud detection in online auction networks。The 16th International Conference on World Wide Web,(會議日期: 2007/05/08-2007/05/12),201-210。  new window
5.Chang, J. S.、Liu, Y. H.、Lee, C. F.(2020)。Developing Effective Fraud Detection Methods for Online Auction。TANET 2020臺灣網際網路研討會。  new window
6.Kumar, M. S.、Soundarya, V.、Kavitha, S.、Keerthika, E. S.、Aswini, E.(2019)。Credit Card Fraud Detection Using Random Forest Algorithm149-155。  new window
7.Xuan, S.、Liu, G.、Li, Z.、Zheng, L.、Wang, S.(2018)。Random Forest for Credit Card Fraud Detection27-29。  new window
學位論文
1.鄭孝儒(2011)。線上拍賣潛伏期詐騙者之有效偵測(碩士論文)。淡江大學。  延伸查詢new window
單篇論文
1.Amrehn, M.,Mualla, F.,Angelopoulou, E.,Steidl, S.,Maier, A.(20181219)。The random forest classifier in WEKA: discussion and new developments for imbalanced data,https://deepai.org/publication/the-random-forest-classifier-in-weka-discussion-and-new-developments-for-imbalanced-data。  new window
其他
1.National White Collar Crime Center(20190301)。2019 Internet Crime Report,https://pdf.ic3.gov/2019_IC3Report.pdf。  new window
 
 
 
 
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