教師資料查詢 | 類別: 期刊論文 | 教師: 曹銳勤 RUEY-CHYN TSAUR (瀏覽個人網頁)

標題:Grey Support Vector Regression Model with Applications to China Tourists Forecasting in Taiwan
學年102
學期2
出版(發表)日期2014/07/01
作品名稱Grey Support Vector Regression Model with Applications to China Tourists Forecasting in Taiwan
作品名稱(其他語言)
著者Tsaur, Ruey-Chyn; Chan, Shu-Feng
單位淡江大學管理科學學系
出版者新北市淡江大學管理科學學系
著錄名稱、卷期、頁數International Journal of Information and Management Sciences 25(2), pp.121-138
摘要Support 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 construct a new grey support vector regression (GSVR) model for solving limited data with some fluctuations. Finally, we demonstrate an application for planning China tourism demand for improving the tourism infrastructure in Taiwan with a better forecasting performance.
關鍵字Grey support vector regression;grey theory;support vector regression;tourism demand forecasting
語言英文
ISSN1017-1819
期刊性質國內
收錄於TSSCI;EI;
產學合作
通訊作者
審稿制度
國別中華民國
公開徵稿
出版型式,電子版,紙本
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