關鍵字查詢 | 類別:期刊論文 | | 關鍵字:Grey Support Vector Regression Model with Applications to China Tourists Forecasting in Taiwan

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序號 學年期 教師動態
1 102/2 管科系 曹銳勤 教授 期刊論文 發佈 Grey Support Vector Regression Model with Applications to China Tourists Forecasting in Taiwan , [102-2] :Grey Support Vector Regression Model with Applications to China Tourists Forecasting in Taiwan期刊論文Grey Support Vector Regression Model with Applications to China Tourists Forecasting in TaiwanTsaur, Ruey-Chyn; Chan, Shu-Feng淡江大學管理科學學系Grey support vector regression;grey theory;support vector regression;tourism demand forecasting新北市:淡江大學管理科學學系International Journal of Information and Management Sciences 25(2), pp.121-138Support vector regression (SVR) has been successful in function approximation for forecasting analysis based on the idea of structural risk minimization. SVR has perfect forecasting performance by employing in large sample size for training and solving its parameters, where the SVR is difficult to be applied in limited time series data with some fluctuated points; in contrast, grey model has better forecasting performance in limited time series data. In order to cope with this problem, we use both of the advantages of support vector regression model and grey theory to cons
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