| Forecasting Telecommunication Traffic Using the Enhanced Stepwise Projection Multiple Regression Method | |
|---|---|
| 學年 | 83 |
| 學期 | 1 |
| 出版（發表）日期 | 1995-01-01 |
| 作品名稱 | Forecasting Telecommunication Traffic Using the Enhanced Stepwise Projection Multiple Regression Method |
| 作品名稱（其他語言） | 利用逐步投影多元回歸預測電話量 |
| 著者 | Chang, Horng-jinh; Lin, Feng-jenq |
| 單位 | 淡江大學經營決策學系 |
| 出版者 | University of Belgrade, Faculty of Organizational Sciences Laboratory for Operations Research |
| 著錄名稱、卷期、頁數 | Yugoslav Journal of Operations Research 5(2), pp.271-288 |
| 摘要 | In this paper, one new technological forecasting method, called the Enhanced Stepwise Projection Multiple Regression (ESPMR), is proposed for dealing with the traffic loads that are measurement data but not real values. It combines the adjusting and detecting concepts of SPA (the Sequential Projection Algorithm) with the estimating method of linear regression model, and considers the periodical factor into forecasts if the data series has the periodical traces. Two empirical studies on the forecasting for the International Telecommunication Traffic Loads of Taiwan and the Metropolitan Telecommunication Traffic Loads of Taipei illustrate good and stable results by executing the ESPMR system. |
| 關鍵字 | |
| 語言 | en |
| ISSN | 0354-0243 2334-6043 |
| 期刊性質 | 國外 |
| 收錄於 | EI |
| 產學合作 | |
| 通訊作者 | |
| 審稿制度 | 否 |
| 國別 | SRB |
| 公開徵稿 | |
| 出版型式 | ,電子版,紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/19850 ) |
| SDGS | 優質教育,產業創新與基礎設施 |
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