書誌事項
- タイトル別名
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- Taguchi's T-method using Median-Median Line for Small Sample with Outliers
- ハズレ チ オ フクンダ ショウサンプル ニ タイスル Median-Median Line オ モチイタ タグチ Tホウ
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抄録
<p>This paper proposes an improvement to Taguchi's T-method. In product development, it is difficult to gather sufficient samples at the beginning of the development process. Taguchi's T-method was proposed as a method for constructing an estimation model in such a situation. However, if an outlier exists in the training data, Taguchi's T-method cannot obtain a correct estimation model. This is because Taguchi's T-method uses the least squares. Therefore, in this paper, we propose an improved version of Taguchi's T-method that does not degrade the accuracy of estimation by using a median-median line even for small training samples with outliers. The Effectiveness of the proposed method is confirmed through experiments. We confirmed that the accuracy of the proposed method is superior to that of similar methods.</p>
収録刊行物
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- 電気学会論文誌D(産業応用部門誌)
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電気学会論文誌D(産業応用部門誌) 138 (7), 598-604, 2018-07-01
一般社団法人 電気学会
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詳細情報 詳細情報について
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- CRID
- 1390282763017318272
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- NII論文ID
- 130007387179
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- NII書誌ID
- AN10012320
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- ISSN
- 13488163
- 09136339
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- NDL書誌ID
- 029123734
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- NDL
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- CiNii Articles
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- 抄録ライセンスフラグ
- 使用不可