| Fuzzy Semi-Partial Correlation Analysis | |
|---|---|
| 學年 | 95 |
| 學期 | 1 |
| 出版（發表）日期 | 2006-12-01 |
| 作品名稱 | Fuzzy Semi-Partial Correlation Analysis |
| 作品名稱（其他語言） | |
| 著者 | Lin, Nancy P.; Chueh, Hao-en |
| 單位 | 淡江大學資訊工程學系 |
| 出版者 | Zographou, Athens: World Scientific and Engineering Academy and Society(WSEAS) |
| 著錄名稱、卷期、頁數 | WSEAS Transactions on Computers 5(12), pp.2970-2976 |
| 摘要 | For many fuzzy data mining tasks, the information about the relationships between fuzzy attributes is a must. By a fuzzy simple correlation analysis, we can tell the strength of the linear relationship between two fuzzy attributes, and the direction of the relationship. And a fuzzy partial correlation analysis can provide us the relationship between two fuzzy attributes with other fuzzy attributes hold constant. These two fuzzy correlation analyses have been presented in previous works. Here, we turn to the discussion of the fuzzy semi-partial correlation, the correlation between two fuzzy attributes when the influences of other fuzzy attributes are removed from only one of the two attributes. A fuzzy semi-partial correlation analysis is greatly useful for us to choose the predictor fuzzy attributes in fuzzy prediction models. In this paper, the fuzzy semi-partial correlation is defined and derived with the membership grades of fuzzy attributes. Data from previous papers have been used to construct an analysis of fuzzy semi-partial correlation to a fuzzy prediction model. |
| 關鍵字 | |
| 語言 | en |
| ISSN | 1109-2750 2224-2872 |
| 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 | GRC |
| 公開徵稿 | |
| 出版型式 | ,紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/45428 ) |
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