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PTMCO-FS: A three-layer multi-task collaborative optimization feature selection method based on prior knowledge on high-dimensional data.

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Title: PTMCO-FS: A three-layer multi-task collaborative optimization feature selection method based on prior knowledge on high-dimensional data.
Authors: Wang, Yu-Cai1, wyc@stu.ustl.edu.cn, Li, Shi1, ls@stu.ustl.edu.cn, Wang, Jie-Sheng1, wjs@ustl.edu.cn, Xu, Zi-Rui1, xzr@stu.ustl.edu.cn, Jin, Si-Yu1, jsy@stu.ustl.edu.cn, Si, Zhi-Guang1, szg@stu.ustl.edu.cn
Source: Knowledge-Based Systems; Feb2026, Vol. 335, pN.PAG-N.PAG, 1p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 191266876
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: PTMCO-FS: A three-layer multi-task collaborative optimization feature selection method based on prior knowledge on high-dimensional data.
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  Data: <searchLink fieldCode="AU" term="%22Wang%2C+Yu-Cai%22">Wang, Yu-Cai</searchLink><relatesTo>1</relatesTo>, <i>wyc@stu.ustl.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Li%2C+Shi%22">Li, Shi</searchLink><relatesTo>1</relatesTo>, <i>ls@stu.ustl.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Wang%2C+Jie-Sheng%22">Wang, Jie-Sheng</searchLink><relatesTo>1</relatesTo>, <i>wjs@ustl.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Xu%2C+Zi-Rui%22">Xu, Zi-Rui</searchLink><relatesTo>1</relatesTo>, <i>xzr@stu.ustl.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Jin%2C+Si-Yu%22">Jin, Si-Yu</searchLink><relatesTo>1</relatesTo>, <i>jsy@stu.ustl.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Si%2C+Zhi-Guang%22">Si, Zhi-Guang</searchLink><relatesTo>1</relatesTo>, <i>szg@stu.ustl.edu.cn</i>
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191266876
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1016/j.knosys.2025.115148
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      – Code: eng
        Text: English
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        PageCount: 1
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    Titles:
      – TitleFull: PTMCO-FS: A three-layer multi-task collaborative optimization feature selection method based on prior knowledge on high-dimensional data.
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            NameFull: Wang, Yu-Cai
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            NameFull: Li, Shi
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            NameFull: Wang, Jie-Sheng
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            NameFull: Xu, Zi-Rui
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            NameFull: Jin, Si-Yu
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            – D: 28
              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
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              Value: 335
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