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Fairness optimisation with multi-objective swarms for explainable classifiers on data streams

Abstract Recently, advanced AI systems equipped with sophisticated learning algorithms have emerged, enabling the processing of extensive streaming data for online decision-making in diverse domains. However, the widespread deployment of these systems has prompted concerns regarding potential ethica...

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Váldodahkkit: Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon, Mengjie Zhang
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: Springer 2024-04-01
Ráidu:Complex & Intelligent Systems
Fáttát:
Liŋkkat:https://doi.org/10.1007/s40747-024-01347-w
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