An improved SMOTE algorithm for enhanced imbalanced data classification by expanding sample generation space.
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| Title: | An improved SMOTE algorithm for enhanced imbalanced data classification by expanding sample generation space. |
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| Authors: | Li, Ying1,2 (AUTHOR), Yang, Yali1 (AUTHOR), Song, Peihua1,2 (AUTHOR) 455756282@qq.com, Duan, Lian3,4 (AUTHOR), Ren, Rui1 (AUTHOR) |
| Source: | Scientific Reports. 7/2/2025, Vol. 15 Issue 1, p1-21. 21p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 186336778 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: An improved SMOTE algorithm for enhanced imbalanced data classification by expanding sample generation space. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Li%2C+Ying%22">Li, Ying</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yang%2C+Yali%22">Yang, Yali</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Song%2C+Peihua%22">Song, Peihua</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> 455756282@qq.com</i><br /><searchLink fieldCode="AR" term="%22Duan%2C+Lian%22">Duan, Lian</searchLink><relatesTo>3,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ren%2C+Rui%22">Ren, Rui</searchLink><relatesTo>1</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 7/2/2025, Vol. 15 Issue 1, p1-21. 21p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=186336778 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-025-09506-w Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 21 StartPage: 1 Titles: – TitleFull: An improved SMOTE algorithm for enhanced imbalanced data classification by expanding sample generation space. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Li, Ying – PersonEntity: Name: NameFull: Yang, Yali – PersonEntity: Name: NameFull: Song, Peihua – PersonEntity: Name: NameFull: Duan, Lian – PersonEntity: Name: NameFull: Ren, Rui IsPartOfRelationships: – BibEntity: Dates: – D: 02 M: 07 Text: 7/2/2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 20452322 Numbering: – Type: volume Value: 15 – Type: issue Value: 1 Titles: – TitleFull: Scientific Reports Type: main |
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