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題名：應用資料包絡分析法建構銀行顧客行為評分模式
書刊名：數據分析
作者：呂奇傑 引用關係／李天行／陳怡妃／李忠達
作者(外文)：Lu, Chi-jie／Lee, Tian-shyug／Chen, I-fei／Lee, Chung-ta
出版日期：2012
卷期：7:2
頁次：頁103-123
主題關鍵詞：行為評分；資料包絡分析；顧客貢獻度；信用評等；Behavior scoring；Data envelopment analysis；Customer's contribution；Credit scoring
原始連結：連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:2
  • 點閱點閱:1
期刊論文
1.曹曾樹(20080900)。中小企業財務危機預警實證研究之文獻回顧。中小企業發展季刊，9，135-167。new window  延伸查詢new window
2.Emel, A. B.、Oral, M.、Reisman, A.、Yolalan, R.(2003)。A Credit Scoring Approach for the Commercial Banking Sector。Socio-Economic Planning Sciences，37(2)，103-123。  new window
3.Al-Tamimi, Hussein A. Hussan、Lootah, Ahmad M.(2007)。Evaluating the Operational and Profitability Efficiency of a UAE-based Commercial Bank。Journal of Financial Services Marketing，11(4)，333-348。  new window
4.Emrouznejad, A.、Parker, B. R.、Tavares, G.(2008)。Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEA。Socio-economic planning sciences，42(3)，151-157。  new window
5.Haslem, J. A.、Scheraga, C. A.、Bedingfield, J. P.(1999)。DEA efficiency profiles of U.S. banks operating internationally。International Review Economics and Financ，8(2)，165-182。  new window
6.Chang, T. C.、Chiu, Y. H.(2006)。Affecting Factors on Risk-Adjusted Efficiency in Taiwan's Banking Industry。Contemporary Economic Policy，24(4)，634-648。  new window
7.Hadden, J.、Tiwari, A.、Roy, R.、Ruta, D.(2007)。Computer assisted customer churn management: State-of-the-art and future trends。Computers & Operations Research，34(10)，2902-2917。  new window
8.Banasiak, M.、O'Hare, E.(2001)。Behavior Scoring。Business Credit，103(2)，52-55。  new window
9.Connors, M.、Bona, S.(2003)。Scoring the customer lifecycle。Business Credit，105(2)，32-33。  new window
10.Crook, J. N.、Edelman, D. B.、Thomas, L. C.(2007)。Recent developments in consumer credit risk assessment。European Journal of Operational Research，183(3)，1447-1465。  new window
11.Fritz, S.、Hosemann, D(2000)。Restructuring the credit process: Behaviour scoring for German corporates。International Journal of Intelligent Systems in Accounting, Finance and Management，9(1)，9-21。  new window
12.Hsieh, N. C.(2004)。An integrated data mining and behavioral scoring model for analyzing bank customers。Expert Systems with Applications，27(4)，623-633。  new window
13.Kou, G.、Peng, Y.、Shi, Y.、Wise, M.、Xu, W.(2005)。Discovering credit cardholders' behavior by multiple criteria linear programming。Annals of Operations Research，135，261-274。  new window
14.Lin, Y.(2002)。Improvement on behavior scores by dual-model scoring system。International Journal of Information Technology & Decision Making，1(1)，153-164。  new window
15.Chen, M. C.、Huang, S. H.(2003)。Credit scoring and rejected instances reassigning through evolutionary computation techniques。Expert Systems with Applications，24(4)，433-441。  new window
16.Mahlhotra, R.、Malhotra, D. K.(2003)。Evaluating consumer loans using neural networks。OMEGA: The International Journal of Management Science，31(2)，83-96。  new window
17.Wang, W. K.、Huang, H. C.、Lai, M. C.(2005)。Measuring the relative efficiency of commercial banks: A comparative study on different ownership modes in China。Journal of American Academy of Business，7(2)，219-223。  new window
18.Seiford, L. M.、Thrall, R. M.(1990)。Recent developments in DEA: The mathematical programming approach to frontier analysis。Journal of Econometrics，46(1/2)，7-38。  new window
19.Hsieh, N.-C.(2005)。Hybrid mining approach in the design of credit scoring models。Expert Systems with Applications，28(4)，655-665。  new window
20.Piramuthu, S.(1999)。Financial Credit-Risk Evaluation with Neural and Neurofuzzy Systems。European Journal of Operational Research，112(2)，310-321。  new window
21.Lim, M. K.、Sohn, S. Y.(2007)。Cluster-based Dynamic Scoring Model。Expert Systems with Applications，32，427-431。  new window
22.West, D.(2000)。Neural network credit scoring models。Computers and Operations Research，27(11/12)，1131-1152。  new window
23.Thomas, L. C.、Ho, J.、Scherer, W. T.(2001)。Time will tell: Behavioural Scoring and the Dynamics of Consumer Credit Assessment。IMA Journal of Management Mathematics，12(1)，89-103。  new window
24.Cherchye, L.、Post, T.(2003)。Methodological advances in DEA: A survey and an application for the Dutch electricity sector。Statistica Neerlandica，57(4)，410-438。  new window
25.Frias-Martinez, E.、Magoulas, G.、Chen, S.、Macredie, R.(2005)。Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques。Expert Systems with Applications，29(2)，320-329。  new window
26.Gregoriou, G.、Messier, J.、Sedzro, K.(2004)。Assessing the relative efficiency of credit union branches using data envelopment analysis。INFOR，42(4)，281-297。  new window
27.Larivičre, B.、Van den Poel, D.(2005)。Predicting customer retention and profitability by using random forests and regression forests techniques。Expert Systems with Applications，29(2)，472-484。  new window
28.Li, S. T.、Shiue, W.、Huang, M. H.(2006)。The evaluation of customer loans using support vector machines。Expert Systems with Applications，30(4)，772-782。  new window
29.Seiford, Lawrence M.(1996)。Data Envelopment Analysis: The Evolution of the state of the Art (1978-1995)。Journal of Pharmaceutical Analysis，7(2/3)，99-137。  new window
30.Charnes, Abraham、Cooper, William W.、Rhodes, Edwardo(1978)。Measuring the efficiency of decision making units。European Journal of Operational Research，2(6)，429-444。  new window
31.He, J.、Liu, X. T.、Shi, Y.、Xu, W. X.、Yan, N.(2004)。Classifications of Credit Cardholder Behavior by Using Fuzzy Linear Programming。International Journal of Information Technology and Decision Making，3(4)，633-650。  new window
32.Cielen, A.、Peeters, L.、Vanhoof, K.(2004)。Bankruptcy Prediction Using a Data Envelopment Analysis。European Journal of Operation Research，154(2)，526-532。  new window
學位論文
1.張振志(2007)。資料探勘行為評分分類模式之建構--以某銀行信用卡為例(碩士論文)。輔仁大學。  延伸查詢new window
2.詹書銘(2005)。演化式類神經網路、灰關聯分析應用於信用卡風險管理之實證研究(碩士論文)。朝陽科技大學。  延伸查詢new window
3.劉書汎(2009)。信用卡違約風險評估模型--應用粗糙集與因素分析(碩士論文)。朝陽科技大學。  延伸查詢new window
4.盧俊傑(2006)。以倒傳遞網路偵測不良信用卡客戶之研究(碩士論文)。大同大學。  延伸查詢new window
5.彭慧雯(2001)。建構信用卡資料挖礦架構及其實證研究(碩士論文)。國立臺北科技大學。  延伸查詢new window
6.何泰君(2007)。影響授信戶違約風險因素之實證研究--以中小企業為例(碩士論文)。朝陽科技大學。  延伸查詢new window
7.陳宜欣(2006)。以資料探勘技術探討顧客忠誠方案--以某信用卡發卡銀行為例(碩士論文)。國立中正大學。  延伸查詢new window
8.曾月金(2003)。信用卡詐欺偵測模式之研究(碩士論文)。銘傳大學。  延伸查詢new window
9.蘇泓憲(2009)。應用資料探勘技術於信用卡貢獻度行為--以C銀行為例(碩士論文)。銘傳大學。  延伸查詢new window
10.陳麗君(2003)。應用資料探勘技術於信用卡黃金級客戶之顧客關係管理(碩士論文)。元智大學。  延伸查詢new window
圖書
1.Cooper, William W.、Seiford, Lawrence M.、Zhu, Joe(2004)。Handbook on Data Envelopment Analysis。Boston, Massachusetts：Kluwer Academic Publishers。  new window
 
 
 
 
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