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Underrepresentation, label bias, and proxies: Towards Data Bias Profiles for the EU AI act and beyond.

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Title: Underrepresentation, label bias, and proxies: Towards Data Bias Profiles for the EU AI act and beyond.
Authors: Ceccon, Marina1, marina.ceccon@phd.unipd.it, Cornacchia, Giandomenico2, giandomenico.cornacchia1@ibm.com, Dalle Pezze, Davide1, davide.dallepezze@unipd.it, Fabris, Alessandro1,3,4, alessandro.fabris@mpi-sp.orgalessandro.fabris@units.it, Susto, Gian Antonio1, gianantonio.susto@unipd.it
Source: Expert Systems with Applications; Nov2025, Vol. 292, pN.PAG-N.PAG, 1p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 187748687
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=187748687
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      – Type: doi
        Value: 10.1016/j.eswa.2025.128266
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      – Code: eng
        Text: English
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        StartPage: N.PAG
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      – TitleFull: Underrepresentation, label bias, and proxies: Towards Data Bias Profiles for the EU AI act and beyond.
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            NameFull: Ceccon, Marina
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            NameFull: Cornacchia, Giandomenico
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            – D: 01
              M: 11
              Text: Nov2025
              Type: published
              Y: 2025
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              Value: 292
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