A taxonomy for detecting and preventing temporal data leakage in machine learning-based build prediction: A dual-platform empirical validation.
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| Title: | A taxonomy for detecting and preventing temporal data leakage in machine learning-based build prediction: A dual-platform empirical validation. |
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| Authors: | Mishra, Lalit Narayan1 (AUTHOR) Lnm8910@gmail.com, Rangari, Amit2 (AUTHOR), Nagrare, Sandesh3 (AUTHOR), Nayak, Saroj Kumar4 (AUTHOR) |
| Source: | PLoS ONE. 5/27/2026, Vol. 21 Issue 5, p1-27. 27p. |
| 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: 194132950 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: A taxonomy for detecting and preventing temporal data leakage in machine learning-based build prediction: A dual-platform empirical validation. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Mishra%2C+Lalit+Narayan%22">Mishra, Lalit Narayan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> Lnm8910@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Rangari%2C+Amit%22">Rangari, Amit</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Nagrare%2C+Sandesh%22">Nagrare, Sandesh</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Nayak%2C+Saroj+Kumar%22">Nayak, Saroj Kumar</searchLink><relatesTo>4</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 5/27/2026, Vol. 21 Issue 5, p1-27. 27p. |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0340167 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 27 StartPage: 1 Titles: – TitleFull: A taxonomy for detecting and preventing temporal data leakage in machine learning-based build prediction: A dual-platform empirical validation. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Mishra, Lalit Narayan – PersonEntity: Name: NameFull: Rangari, Amit – PersonEntity: Name: NameFull: Nagrare, Sandesh – PersonEntity: Name: NameFull: Nayak, Saroj Kumar IsPartOfRelationships: – BibEntity: Dates: – D: 27 M: 05 Text: 5/27/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 19326203 Numbering: – Type: volume Value: 21 – Type: issue Value: 5 Titles: – TitleFull: PLoS ONE Type: main |
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