Understanding CNN fragility when learning with imbalanced data.
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| Title: | Understanding CNN fragility when learning with imbalanced data. |
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| Authors: | Dablain, Damien1, Jacobson, Kristen N.2, Bellinger, Colin3, Roberts, Mark2, Chawla, Nitesh V.1, nchawla@nd.edu |
| Source: | Machine Learning; Jul2024, Vol. 113 Issue 7, p4785-4810, 26p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 177598349 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=177598349 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10994-023-06326-9 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 26 StartPage: 4785 Titles: – TitleFull: Understanding CNN fragility when learning with imbalanced data. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Dablain, Damien – PersonEntity: Name: NameFull: Jacobson, Kristen N. – PersonEntity: Name: NameFull: Bellinger, Colin – PersonEntity: Name: NameFull: Roberts, Mark – PersonEntity: Name: NameFull: Chawla, Nitesh V. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 07 Text: Jul2024 Type: published Y: 2024 Identifiers: – Type: issn-print Value: 08856125 Numbering: – Type: volume Value: 113 – Type: issue Value: 7 Titles: – TitleFull: Machine Learning Type: main |
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