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題名:以遺傳演算法優化支援向量迴歸在旅遊需求預測上的應用
書刊名:戶外遊憩研究
作者:陳寬裕 引用關係王正華 引用關係
作者(外文):Chen, Kuan-yuWang, Cheng-hua
出版日期:2005
卷期:18:1
頁次:頁47-72
主題關鍵詞:支援向量機類神經網路旅遊需求敏感度分析過度擬合Support vector machineArtificial neural networksTourism demandSensitivity analysisOver fitting
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(2) 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:2
  • 共同引用共同引用:19
  • 點閱點閱:42
期刊論文
1.曹勝雄、江麗文、蔡倩雯(19960300)。計量經濟模式在國際觀光需求應用之研究。戶外遊憩研究,9(1),1-30。new window  延伸查詢new window
2.Uysal, M.、Crompton, J. L.(1984)。Determinants of demand for international tourist flow to Turkey。Tourism Management,15(4),288-297。  new window
3.Kulendran, N.、King, Maxwell L.(1997)。Forecasting international quarterly tourist flows using error-correction and time-series models。International Journal of Forecasting,13(3),319-327。  new window
4.Tang, K. S.、Man, K. F.、Kwong, S.、He, Q.(1996)。Genetic algorithms and their applications。IEEE Signal Processing Magazine,13(6),22-37。  new window
5.Smeral, E.、Witt, S. F.、Witt, C. A.(1992)。Econometric forecasts: Tourism trends to 2000。Annals of Tourism Research,19(3),450-466。  new window
6.Sharda, R.、Patil, R. B.(1992)。Connectionist approach to time series prediction: An empirical test。Journal of Intelligent Manufacturing,3(5),317-323。  new window
7.González, Pilar、Moral, Paz(1995)。An Analysis of the International Tourism Demand in Spain。International Journal of Forecasting,11(2),233-251。  new window
8.Vangegas, Manuel、Croes, Robertico(2000)。Evaluation of demand US tourists to Aruba。Annals of Tourism Research,27(4),946-963。  new window
9.Lim, C.(1997)。An Econometric Classification and Review of International Tourism Demand Models。Tourism Economics,3(1),69-81。  new window
10.Kaastra, Iebeling、Boyd, Milton S.(1995)。Forecasting Futures Trading Volume Using Neural Networks。Journal of Futures Markets,15(8),953-970。  new window
11.Deb, K.、Kumar, A.(1995)。Real-coded genetic algorithms with simulated binary crossover Studies on multimodal and multiobjective problems。Complex Systems,9(6),43-54。  new window
12.Deb, K.、Agrawal, R. B.(1995)。Simulated Binary Crossover for Continuous Search Space。Complex Systems,9(2),115-148。  new window
13.Deb, K.、Goyal M.(1996)。A combined genetic adaptive search (geneAS) for engineering design。Computer Science and Informatics,26(4),30-45。  new window
14.Cheng, W.、Wanger, L.、Lin, C. H.(1996)。Forecasting the 30-year US treasury bond with a system of neural networks。Journal of Computational Intelligence in Finance,1(4),10-15。  new window
15.Chtioui, Y.、Bertrand, D.、Barba, D.(1998)。Feature selection by a genetic algorithm application to seed discrimination by artificial vision。Journal of the Science of Food and Agriculture,76(1),77-86。  new window
16.Campbell, Colin(2002)。Kernel Methods: A Survey of Current Techniques。Neurocomputing,48(1-4),63-84。  new window
17.Chan, Y. M.(1993)。Forecasting tourism: A sine wave time series regression approach。Journal of Travel Research,32(2),58-60。  new window
18.Chiang, W. C.、Urban, T. L.、Baldridge, G.(1996)。A neural network approach to mutual fund net asset value forecasting。Omega Int. J. Mgmt. Sci.,24(2),205-215。  new window
19.Martin, Christine A.、Witt, S. F.(1989)。Forecasting tourism demand: A comparison of the accuracy of several quantitative methods。International Journal of Forecasting,5(1),7-19。  new window
20.Law, R.(2000)。Back-propagation learning in improving the accuracy of neural network-based tourism demand forecasting。Tourism management,21(4),331-340。  new window
21.曹勝雄、曾國雄、江勁毅(19960600)。傳統計量迴歸、模糊迴歸、GMDH、類神經網路四種方法在預測應用之比較--以國人赴港旅客需求之預測為例。中國統計學報,34(2),132-161。new window  延伸查詢new window
22.Cybenko, G.(1989)。Approximation by superpositions of a sigmoidal function。Mathematics of Control, Signals, and Systems,2(4),303-314。  new window
23.Law, Rob、Au, Norman(1999)。A Neural Network Model to Forecast Japanese Demand for Travel to Hong Kong。Tourism Management,20(1),89-97。  new window
24.Chu, Fong-Lin(1998)。Forecasting tourism: A combined approach。Tourism Management,19(6),515-520。  new window
25.Pattie, Douglas C.、Snyder, John(1996)。Using a neural network to forecast visitor behavior。Annals of Tourism Research,23(1),151-164。  new window
26.Sheldon, Pauline J.、Var, Turgut(1985)。Tourism Forecasting: A Review of Empirical Research。Journal of Forecasting,4(2),183-195。  new window
27.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。  new window
28.Hornik, Kurt、Stinchcombe, Maxwell、White, Halbert(1989)。Multilayer Feedforward Networks Are Universal Approximators。Neural Networks,2(5),359-366。  new window
會議論文
1.Schmidt, M.(1996)。Identifying speaker with support vector networks。The meeting of the 28th Symposium on the Interface (INTERFACE-96)。Sydney。  new window
研究報告
1.Joachim, T.(1996)。Text categorization with support vector machines: Learning with many relevant features。  new window
2.Duan, K.、Keerthi, S.、Poo, A.(2001)。Evaluation of simple performance measures for tuning SVM hyperparameters。Department of Mechanical Engineering, National University of Singapore。  new window
學位論文
1.陳石麟(2003)。資料採礦於預測國人出國觀光需求之應用--以整體、香港和澳門為例(碩士論文)。國立臺灣大學。  延伸查詢new window
2.林保村(2001)。支持向量廻歸:系統式設計和效能分析(碩士論文)。國立臺灣科技大學。  延伸查詢new window
3.李旭煌(1994)。出國觀光旅客需求預測模式建立之研究(碩士論文)。國立政治大學。  延伸查詢new window
4.江麗文(1995)。來華旅客需求計量經濟模式之研究(碩士論文)。文化大學。  延伸查詢new window
5.時巧煒(1994)。來華觀光旅客需求預測模式建立之研究(碩士論文)。國立政治大學。  延伸查詢new window
圖書
1.Lewis, Colin D.(1982)。International and Business Forecasting Methods。London:Butterworths。  new window
2.Van Eyden, Robert J.(1997)。The Application of Neural Networks in the Forecasting of Share Prices。Haymarket, VA:Finance & Technology Publishing。  new window
3.Michalewicz, Z.(1999)。Genetic algorithms + Data structures = Evolution programs。New York:Springer。  new window
4.Haupt, R. L.、Haupt, S. E(1998)。Practical genetic algorithms。New York:John Wiley & Sons Inc.。  new window
5.Haykin, S.(1999)。Neural Networks: A Comprehensive Foundation。Englewood, New Jersey:Prentice-Hall。  new window
6.Vapnik, V. N.(1995)。The Nature of Statistical Learning Theory。Springer-Verlag。  new window
7.Smola, A. J.(1998)。Learning with kernels。Birlinghoven:GMD。  new window
8.Holland, J. H.(1975)。Adaptation in Natural and Artificial Systems: An Introductory Analysis with Application to Biology, Control, and Artificial Intelligence。MI:University of Michigan Press。  new window
9.Goldberg, D. E.(1989)。Genetic Algorithms in Search, Optimization and Machine Learning。Addison-Wesley Publishing Company Inc.。  new window
其他
1.Chang, C. C.,Lin, C. J.(2001)。UBSVM: A library for support vector machines,http://www.csie.edu.tw/~cjlin/papers/libsvm.pdf。  new window
圖書論文
1.Cristianini, N.、Campell, C.、Shawe-Taylor, J.(1999)。Dynamically adapting kernels in support vector machines。Advances in neural information processing systems。Cambridge, MA:MTT Press。  new window
2.Rumelhart, D. E.、Hinton, G. E.、Williams, R. J.(1986)。Learning Internal Representations by Error Propagation。Parallel Distributed Processing。Cambridge:MIT Press。  new window
3.Vapnik, V. N.、Golowich, S.、Smola, A.(1997)。Support Vector Method for Function Approximation, Regression Estimation, and Signal Processing。Neural Information Processing Systems。Cambridge, MA:MIT Press。  new window
 
 
 
 
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