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A deep metric framework for reliable semi-supervised learning on evolving data streams.

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Title: A deep metric framework for reliable semi-supervised learning on evolving data streams.
Authors: Wang, Hongliang1, honglwang@std.uestc.edu.cn, Pan, Liangxv1, liangxv.pan@gmail.com, Wu, Zhonglin1, zhonglin_wu@std.uestc.edu.cn, Liu, Lei1, liulei_1213@std.uestc.edu.cn, Peng, Haifeng1, penghaifeng@std.uestc.edu.cn, Tao, Yulin1, yulintao.stu@gmail.com, Yang, Qinli1,2, qinli.yang@uestc.edu.cn, Shao, Junming1,2,3, junmshao@uestc.edu.cn
Source: Applied Intelligence; Jan2026, Vol. 56 Issue 2, p1-26, 26p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 190957249
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: A deep metric framework for reliable semi-supervised learning on evolving data streams.
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  Data: <searchLink fieldCode="AU" term="%22Wang%2C+Hongliang%22">Wang, Hongliang</searchLink><relatesTo>1</relatesTo>, <i>honglwang@std.uestc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Pan%2C+Liangxv%22">Pan, Liangxv</searchLink><relatesTo>1</relatesTo>, <i>liangxv.pan@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Wu%2C+Zhonglin%22">Wu, Zhonglin</searchLink><relatesTo>1</relatesTo>, <i>zhonglin_wu@std.uestc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Liu%2C+Lei%22">Liu, Lei</searchLink><relatesTo>1</relatesTo>, <i>liulei_1213@std.uestc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Peng%2C+Haifeng%22">Peng, Haifeng</searchLink><relatesTo>1</relatesTo>, <i>penghaifeng@std.uestc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Tao%2C+Yulin%22">Tao, Yulin</searchLink><relatesTo>1</relatesTo>, <i>yulintao.stu@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Yang%2C+Qinli%22">Yang, Qinli</searchLink><relatesTo>1,2</relatesTo>, <i>qinli.yang@uestc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Shao%2C+Junming%22">Shao, Junming</searchLink><relatesTo>1,2,3</relatesTo>, <i>junmshao@uestc.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Applied+Intelligence%22">Applied Intelligence</searchLink>; Jan2026, Vol. 56 Issue 2, p1-26, 26p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=190957249
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        Value: 10.1007/s10489-025-07072-2
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        Text: English
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      – TitleFull: A deep metric framework for reliable semi-supervised learning on evolving data streams.
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              Text: Jan2026
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            – TitleFull: Applied Intelligence
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