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A study on TFT-LCD manufacturing quality prediction method using SHAP feature selection and ensemble learning.

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Title: A study on TFT-LCD manufacturing quality prediction method using SHAP feature selection and ensemble learning.
Authors: Zheng, Haiyang1, Gao, Xinqin1, xaut66gxq@163.com, Yang, Xueqi1, Liu, Xiangguo1, Yang, Mingshun1, Liu, Yong1
Source: International Journal of Computer Integrated Manufacturing; Jun2026, Vol. 39 Issue 6, p825-841, 17p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194222048
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: A study on TFT-LCD manufacturing quality prediction method using SHAP feature selection and ensemble learning.
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  Data: <searchLink fieldCode="AU" term="%22Zheng%2C+Haiyang%22">Zheng, Haiyang</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Gao%2C+Xinqin%22">Gao, Xinqin</searchLink><relatesTo>1</relatesTo>, <i>xaut66gxq@163.com</i><br /><searchLink fieldCode="AU" term="%22Yang%2C+Xueqi%22">Yang, Xueqi</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Liu%2C+Xiangguo%22">Liu, Xiangguo</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Yang%2C+Mingshun%22">Yang, Mingshun</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Liu%2C+Yong%22">Liu, Yong</searchLink><relatesTo>1</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Computer+Integrated+Manufacturing%22">International Journal of Computer Integrated Manufacturing</searchLink>; Jun2026, Vol. 39 Issue 6, p825-841, 17p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194222048
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1080/0951192X.2025.2498083
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      – Code: eng
        Text: English
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      Pagination:
        PageCount: 17
        StartPage: 825
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      – TitleFull: A study on TFT-LCD manufacturing quality prediction method using SHAP feature selection and ensemble learning.
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            NameFull: Zheng, Haiyang
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            NameFull: Gao, Xinqin
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            NameFull: Yang, Xueqi
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            NameFull: Liu, Xiangguo
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            NameFull: Yang, Mingshun
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            NameFull: Liu, Yong
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          Dates:
            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
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              Value: 39
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            – TitleFull: International Journal of Computer Integrated Manufacturing
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