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Automated detection of cotton aphids (Aphis gossypii Glover) using a bi-enhanced attention mechanism and domain-adaptive transfer learning strategy.

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Title: Automated detection of cotton aphids (Aphis gossypii Glover) using a bi-enhanced attention mechanism and domain-adaptive transfer learning strategy.
Authors: Huang, Yuxian1, Zhang, Yuan2, Yan, Jingkun3, Zhang, Chu4, Gao, Pan2, gp_inf@shzu.edu.cn, Lv, Xin1, lxshz@126.com
Source: Artificial Intelligence Review; Feb2026, Vol. 59 Issue 2, p1-47, 47p
Database: Applied Science & Technology Source
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PubType: Academic Journal
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  Data: Automated detection of cotton aphids (Aphis gossypii Glover) using a bi-enhanced attention mechanism and domain-adaptive transfer learning strategy.
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  Data: <searchLink fieldCode="AU" term="%22Huang%2C+Yuxian%22">Huang, Yuxian</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Yuan%22">Zhang, Yuan</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Yan%2C+Jingkun%22">Yan, Jingkun</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Chu%22">Zhang, Chu</searchLink><relatesTo>4</relatesTo><br /><searchLink fieldCode="AU" term="%22Gao%2C+Pan%22">Gao, Pan</searchLink><relatesTo>2</relatesTo>, <i>gp_inf@shzu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Lv%2C+Xin%22">Lv, Xin</searchLink><relatesTo>1</relatesTo>, <i>lxshz@126.com</i>
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  Data: <searchLink fieldCode="JN" term="%22Artificial+Intelligence+Review%22">Artificial Intelligence Review</searchLink>; Feb2026, Vol. 59 Issue 2, p1-47, 47p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191759110
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        Value: 10.1007/s10462-025-11457-7
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        Text: English
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      – TitleFull: Automated detection of cotton aphids (Aphis gossypii Glover) using a bi-enhanced attention mechanism and domain-adaptive transfer learning strategy.
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            NameFull: Zhang, Yuan
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              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
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