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題名：在國際財務報導準則IFRSs下以Crisp-DM流程建立財務風險管理平臺
書刊名：數據分析
作者：陳維毅／邱俊誠
作者(外文)：Chen, Wei-yi／Chiu, Chun-cheng
出版日期：2013
卷期：8:3
頁次：頁119-137
主題關鍵詞：國際財務報導準則；資料採礦；雲端運算；財務風險；羅吉斯迴歸；類神經網路；支援向量機；決策樹；隨機森林；IFRSs；Data mining；Cloud computing；Financial risk；Logistic regression；Neural network；Support vector machine；Decision tree；Random forests
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  • 共同引用共同引用:3
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期刊論文
1.Hopwood, W.、McKeown, J. C.、Mutchler, J. F.(1989)。A Test of the Incremental Explanatory Power of Opinions Qualified for Consistency and Uncertainty。The Accounting Review，64(1)，28-48。  new window
2.Zeitun, Rami、Tian, Gary、Keen, Steve(2007)。Default Probability for the Jordanian Companies: A Test of Cash Flow Theory。International Research Journal of Finance and Economics，8，47-162。  new window
3.Hanley, J. A.、McNeil, B. J.(1982)。The meaning and use of the area under a receiver operating characteristic (ROC) curve。Radiology，143(1)，29-36。  new window
4.Martin, Daniel(1977)。Early Warning of Bank Failure: a Logit Regression Approach。Journal of Banking and Finance，1(3)，249-276。  new window
5.Lau, A. H. L.(1987)。A Five-State Financial Distress Predication Model。Journal of Accounting Research，25(1)，127-138。  new window
6.Deakin, Edward B.(1972)。A discriminant analysis of predictors of business failure。Journal of Accounting Research，10(1)，167-179。  new window
7.Ong, C. S.、Huang, J. J.、Tzeng, G. H.(2005)。Building Credit Scoring Models Using Genetic Programming。Expert Systems with Applications，29(1)，41-47。  new window
8.Sultan, Nabil(2010)。Cloud computing for education: A new dawn?。International Journal of Information Management，30(2)，109-116。  new window
9.Tam, Kar Yan、Kiang, Melody Y.(1992)。Managerial Applications of Neural Networks: The Case of Bank Failure Predictions。Management Science，38(7)，926-947。  new window
10.Casey, C.、Baetczak, N.(1985)。Using Operating Cash Flow Data to Predict Financial Distress: Some Extensions。Journal of Accounting Research，23(1)，384-401。  new window
11.Altman, E. I.(1968)。Financial Ratios, Discriminate Analysis and the Prediction of Corporate Bankruptcy。Journal of Finance，23(4)，589-609。  new window
12.Beaver, William H.(1966)。Financial ratios as predictors of failure。Journal of Accounting Research，4(3)，71-111。  new window
13.Blum, M.(1974)。Failing Company Discriminant Analysis。Journal of Accounting Research，12，1-25。  new window
14.Coats, Pamela K.、Fant, L. Franklin(1993)。Recognizing Financial Distress Patterns Using a Neural Network Tool。Financial Management，22(3)，142-155。  new window
15.Geiger, M. A.、Raghunandan, K.、Rama, D. V.(2005)。Recent changes in the association between bankruptcies and prior audit opinions。Auditing: A Journal of Practice & Theory，24(1)，21-35。  new window
16.Koh, H. C.、Tan, S. S.(1999)。A neural network approach to the prediction of going concern status。Accounting and Business Research，29(3)，211-216。  new window
17.Jarrow, R.、Lando, D.、Turnbull, S.(1997)。A Markov model for the term structure of credit spread。Review of Financial Studies，10(2)，481-523。  new window
18.Merton, Robert C.(1974)。On the Pricing of Corporate Debt: The Risk Structure of Interest Rates。The Journal of Finance，29(2)，449-470。  new window
19.Aziz, M. A.、Lawson, G. H.(1989)。Cash flow reporting and financial distress models: Testing of hypotheses。Financial Management，18(1)，55-63。  new window
20.Yasushi, U.、Hiroyuki, M.(2008)。Credit Risk Evaluation of Power Market Players with Random Forests。Transactions on Power and Energy，128，165-172。  new window
21.方匡南、吳見彬、朱建平、謝邦昌(2011)。隨機森林方法研究綜述。Statistics & Information Forum，26(3)。  延伸查詢new window
22.方順逸(2011)。IFRS 7號--金融工具：揭露公報影響試析。IFRS專刊，15，49-56。  延伸查詢new window
23.Figini, S.、Fantazzini, D.(2009)。Random Survival Forests Models for SME Credit Risk Measurement。Methodology and Computing in Applied Probability，11，29-45。  new window
24.Sobehart, J. R.、Keenan S. C.(2001)。Measuring Default Accurately。Risk Magazine，14(3)，31-33。  new window
25.Francis, J. R.、Krishnan, J.(2002)。Evidence on auditor risk-management strategies before and after the Private Securities Litigation Reform Act of 1995。Asia-Pacific Journal of Accounting and Economics，9(2)，135-157。  new window
26.Altman, E. I.、Haldeman, R. G.、Narayanan, P.(1977)。ZETA Analysis: A New Model to Identify Bankruptcy Risk of Corporations。Journal of Banking and Finance，1(1)，29-54。  new window
27.Ohlson, James A.(1980)。Financial Ratios and the Probabilistic Prediction of Bankruptcy。Journal of Accounting Research，18(1)，109-131。  new window
28.Breiman, Leo(2001)。Random Forests。Machine Learning，45(1)，5-32。  new window
29.Rumelhart, David E.、Williams, Ronald J.、Hinton, Geoffrey E.(1986)。Learning Representations by Back-propagating Errors。Nature，323(6088)，533-536。  new window
會議論文
1.Odom, M.、Sharda, R.(1990)。A neural network model for bankruptcy prediction。The International Joint Conference on Neural networks。San Diego, CA。163-168。  new window
學位論文
1.詹益宗(2006)。財務危機預警模型之比較(碩士論文)。國立交通大學。  延伸查詢new window
2.陳怡妃(2008)。新興分類技術於行為評等模式之建構(博士論文)。輔仁大學。new window  延伸查詢new window
3.謝尚文(2009)。資料採礦應用於中小企業服務業信用風險模型建置(碩士論文)。國立政治大學。  延伸查詢new window
4.謝欣芸(2009)。導入資料採礦技術於中小企業營造業信用風險模型之建置(碩士論文)。國立政治大學。  延伸查詢new window
圖書
1.林真真(2007)。統計分析與應用手冊--使用R軟體。文魁圖書。  延伸查詢new window
2.Mays, E.(2001)。Handbook of Credit Scoring。Chicago：Glenlake。  new window
3.Hosmer, David W.、Lemeshow, Stanley(2000)。Applied Logistic Regression。John Wiley & Sons, Inc.。  new window
4.Vapnik, Vladimir Naumovich(1995)。The Nature of Statistical Learning Theory。Springer-Verlag。  new window
5.Freeman, J. A.、Skapura, D. M.(1991)。Neural Networks: Algorithms, Applications, and Programming Techniques。Reading, Massachusetts：Addison-Wesley。  new window
6.Hand, D.、Mannila, H.、Smyth, P.(2001)。Principles of data mining。Cambridge, MA：MIT Press。  new window
7.謝邦昌、鄭宇庭、蘇志雄(2011)。SQL Server 2008 R2資料採礦與商業智慧。台北：碁峰資訊。  延伸查詢new window
8.陳瀅(2010)。雲端策略：雲端運算與虛擬化技術。天下雜誌。  延伸查詢new window
9.謝邦昌、蘇志雄、鄭宇庭、葉劭緯(2005)。資料採礦與商業智慧--SQL Server 2005。鼎茂圖書出版股份有限公司。  延伸查詢new window
10.Berry M. J. A.、Linoff, G.(1997)。Data Mining Techniques: For Marketing Sale and Customer Support。Wiley Computer。  new window
11.雲端運算使用案例討論小組(2010)。雲端運算案例白皮書。  延伸查詢new window
12.Boss, G.、Malladi, Padma、Quan, Dennis、Legregni, Linda L.、Hall, Harold(2007)。Cloud Computing IBM White paper。  new window
13.林宗勳(2006)。Support Vector Machines簡介。台灣大學通訊與多媒體實驗室。  延伸查詢new window
14.Smola, A. J.(1998)。Learning with kernels。Birlinghoven：GMD。  new window
 
 
 
 
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