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灰色系統理論與應用研討會論文集
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| 篇名 | Determining the Manufacturing Parameter in the Color Filter Process by the Grey Silhouette Coefficient |
|---|---|
| 卷期 | 2013英 |
| 作者 | Che-Jung Chang 、 Wen-Li Dai |
| 頁次 | 165-165 |
| 關鍵字 | Forecasting 、 Grey theory 、 Hybrid model 、 Small data set |
| 出刊日期 | 201312 |
中文摘要
英文摘要
Small-data-set learning is an important problem in various fields. The early stage of manufacturing system is a positive example about this issue. Manufacturers need sufficient management knowledge to lower overall production cost, but it is a hard task due to the acquired observations are limited. This study thus develops the grey silhouette coefficient to build a hybrid model for solving the small-data-set forecasting problem. The color filter manufacturing data is employed here to verify the effectiveness and practical application value of the proposed approach. The experiment results indicate that the developed modeling procedure can bring a better outcome with the limited data. Accordingly, the proposed method is considered a feasible tool for the small-data-set forecasting problem.
本卷期文章目次
- The Design of Product Model by Using Different Materials / Jung-Chin Liang、Yi-Chuan Hsu、Hui-Yi Liang、Hsiu-Jye Chiang
- RGSP Toolbox and Application in Education Assessment / Tian-Wei Sheu、Duc-Hieu Pham、Phung-Tuyen Nguyen、Phuoc-Hai Nguyen
- A New Proposal for Using Grey Relational Analysis and Receiver Operating Characteristic to Analyze Items / Tian-Wei Sheu、Duc-Hieu Pham、Phuoc-Hai Nguyen、Ching-Pin Tsai、Phung-Tuyen Nguyen、Masatake Nagai
- Using S-P Chart, Grey Relational Analysis, and Receiver Operating Characteristic to Analyze Misconceptions / Tian-Wei Sheu、Phuoc-Hai Nguyen、Phung-Tuyen Nguyen、Phung-Tuyen Nguyen、Ching-Pin Tsai、Masatake Nagai
- The Combination of Several Grey Methods and ROC Method in Assessment, Classification and Strategy Construction for Improving the Academic Achievement of Students / Tian-Wei Sheu、Phuoc Hai Nguyen、Ching-Pin Tsai、Phung Tuyen Nguyen、Duc Hieu Pham、Masatake Nagai