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The Challenge of Generating and Evolving Real‐Life Like Synthetic Test Data Without Accessing Real‐World Raw Data—A Systematic Review.

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Title: The Challenge of Generating and Evolving Real‐Life Like Synthetic Test Data Without Accessing Real‐World Raw Data—A Systematic Review.
Authors: Tammisto, Maj‐Annika1, maj‐annika.tammisto@ut.ee, Shah, Faiz Ali1, Rodriguez, Daniel2, Pfahl, Dietmar1
Source: Expert Systems; Dec2025, Vol. 42 Issue 12, p1-24, 24p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 189365099
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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      – Type: doi
        Value: 10.1111/exsy.70164
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      – Code: eng
        Text: English
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        PageCount: 24
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      – TitleFull: The Challenge of Generating and Evolving Real‐Life Like Synthetic Test Data Without Accessing Real‐World Raw Data—A Systematic Review.
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            NameFull: Tammisto, Maj‐Annika
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            NameFull: Shah, Faiz Ali
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            NameFull: Rodriguez, Daniel
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            – D: 01
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              Text: Dec2025
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