| 期刊論文1. | Zhou, Y.、Leung, H.(2007)。Predicting objected-oriented software maintainability using multivariate adaptive regression splines。The Journal of Systems and Software,80,1349-1361。 | 2. | Raj Kiran, N.、Ravi, V.(2008)。Software reliability prediction by soft computing techniques。The Journal of Systems and Software,81(4),576-583。 | 3. | Koike, A.、Takagi, T.(2004)。Prediction of protein-protein interaction sites using support vector machines。Protein Engineering Design & Selection,17(2),165-173。 | 4. | Pai, P. F.、Lin, C. S.(2005)。Using Support Vector Machines in Forecasting Production Values of Machinery Industry in Taiwan。The International Journal of Advanced Manufacturing Technology,27(1),205-210。 | 5. | Kim, K.-J.(2003)。Financial time series forecasting using support vector machines。Neurocomputing,55(1/2),307-319。 | 6. | De Veaux, R. D.、Gordon, A. L.、Comiso, J. C.、Bacherer, N. E.(1993)。Modeling of topographic effects on Antarctic sea ice using multivariate adaptive regression splines。Journal of Geophysical Research,98(C11),20307-20319。 | 7. | Leigh, W.、Hightower, R.、Modani, N.(2005)。Forecasting the New York stock exchange composite index with past price and interest rate on condition of volume spike。Expert Systems with Applications,28(1),1-8。 | 8. | Ince, H.、Trafalis, T. B.(2006)。A hybrid model for exchange rate prediction。Decision Support Systems,42(2),1054-1062。 | 9. | Nguyen-Cong, V.、Dang, G. V.、Rode, B. M.(1996)。Using Multivariate Adaptive Regression Splines to QSAR Studies of Dihydroartemisinin Derivatives。European Journal of Medical Chemistry,31(10),797-803。 | 10. | Roh, Tae Hyup(2007)。Forecasting the volatility of stock price index。Expert Systems with Applications,33(4),916-922。 | 11. | Abraham, A.、Steinberg, D.、Philip, N. S.(2001)。Rainfall forecasting using soft computing models and multivariate adaptive regression splines。IEEE SMC Transactions: Special,2001,1-12。 | 12. | Chen, A. S.、Leung, M. T.、Daouk, H.(2003)。Application of neural network to an emerging financial market: Forecasting and trading the Taiwan stock index。Computers & Operations Research,,30,901-923。 | 13. | Friedman, J. H.(1991)。Multivariate Adaptive Regression Splines (with discussion)。The Annals of Statistics,19,1-141。 | 14. | Ko, M.、Osei-Bryson, K. M.(2004)。Using regression splines to assess the impact of information technology investments on productivity in the health care industry。Information Systems Journal,14,43-63。 | 15. | Nag, A. K.、Mitra, A.(2002)。Forecasting daily foreign exchange rates using genetically optimized neural networks。Journal of Forecasting,21,501-511。 | 16. | Schittenkopf, C.、Dorffner, G.、Dockner, E. J.(2000)。Forecasting time-dependent conditional densities: a semi-nonparametric neural network approach。Journal of Forecast,19,355-374。 | 17. | Tay, Francis E. H.、Cao, Lijuan(2001)。Financial Forecasting Using Support Vector Machines。Neural Computing & Application,10,184-192。 | 18. | Chen, An-Sing、Leung, Mark T.(2004)。Regression neural network for error correction in foreign exchange forecasting and trading。Computers and Operations Research,31(7),1049-1068。 | 19. | Chou, S. M.、Lee, T. S.、Shao, Y. E.、Chen, I. F(2004)。Mining the breast cancer pattern using artificial neural networks and multivariate adaptive regression splines。Expert Systems with Applications,27(1),133-142。 | 20. | Griffin, W. L.、Fisher, N. I.、Friedman, J. H.、Ryan, C. G.(1997)。Statistical Techniques for the Classification of Chromites in Diamond Exploration Samples。Journal of Geochemical Exploration,59(3),233-249。 | 21. | Meissner, Gunter、Kawano, Noriko(2001)。Capturing the Volatility Smile of Options on High-tech Stocks: A Combined GARCH-neural Network Approach。Journal of Economics and Finance,25(3),276-292。 | 22. | Mohandes, M. A.、Halawani, T. O.、Rehman, S.、Hussain, A. A.(2004)。Support vector machines for wind speed prediction。Renewable Energy,29,939-947。 | 23. | Tay, Francis E. H.、Cao, Lijuan(2001)。Application of Support Vector Machines in Financial Time Series Forecasting。Omega: The International Journal of Management Science,29(4),309-317。 | 24. | Karras, D. A.、Mertzios, B. G.(2004)。Time Series Modeling of Endocardial Border Motion in Ultrasonic Images Comparing Support Vector Machines, Multilayer Perceptrons and Linear Estimation Technique。Measurement,36,331-345。 | 25. | Balachandher, K. G.、Fauzias, M. N.、Lai, M. M.(2002)。An examination of the random walk model and technique trading rules in the Malaysian stock market。Quarterly Journal of Business & Economics,41,81-104。 | 26. | Zhang, Guoqiang、Patuwo, B. Eddy、Hu, Michael Y.(1998)。Forecasting with artificial neural network: The state of the art。International Journal Forecasting,14(1),35-62。 | 會議論文1. | Zareipour, H.、Bhattacharya, K.、Canizares, C. A.(2006)。Forecasting the Hourly Ontario Energy Price by Multivariate Adaptive Regression Splines。IEEE Power Engineering Society General Meeting。 | 研究報告1. | Friedman, J. H.(1990)。Multivariate Adaptive Regression Splines。Stanford, CA:Department of Statistics, Stanford University。 | 學位論文1. | 黃明輝(2002)。資料探勘在財務領域的運用--以債券型基金之績效評估為例(碩士論文)。輔仁大學。 延伸查詢 | 2. | 唐筱菁(2002)。整合財務比率與智慧資本指標建構企業危機預警系統--MARS與類神經網路之應用(碩士論文)。輔仁大學。 延伸查詢 | 3. | 朱慧祺(2008)。資料探勘乳部腫瘤存活分析模式之建構(碩士論文)。輔仁大學。 延伸查詢 | 4. | 徐美珍(2004)。企業財務危機之預測(碩士論文)。國立政治大學。 延伸查詢 | 5. | 許書瑤(2006)。結合粒子群最佳化演算法與支援向量迴歸於財務時間序列預測模式之建構--以日經225指數及台灣加權股價指數為例(碩士論文)。輔仁大學。 延伸查詢 | 6. | 許峻源(2001)。類神經網路與MARS於資料探勘分類模式之應用(碩士論文)。輔仁大學。 延伸查詢 | 圖書1. | Vapnik, V. N.(1999)。The nature of statistical learning theory。Springer-Verlag。 | 2. | Steinberg, D.、Bernard, B.、Phillip, C.、Kerry, M.(1999)。MARS User Guide。San Diego, CA:Salford Systems。 | 圖書論文1. | Vapnik, V.、Golowich, S. E.、Smola, A.(1997)。Support vector method for function approximation, regression estimation and signal processing。Advance in Neural information processing system。Cambridge, MA:MIT Press。 | |