A taxonomy for detecting and preventing temporal data leakage in machine learning-based build prediction: A dual-platform empirical validation.

Saved in:
Bibliographic Details
Title: A taxonomy for detecting and preventing temporal data leakage in machine learning-based build prediction: A dual-platform empirical validation.
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
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: asn
DbLabel: Academic Search Ultimate
An: 194132950
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
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.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194132950
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
ResultId 1