This study runs a deterministic, checklist-based semantic validation pipeline that emits signed binary verdicts and commits rationale hashes on-chain, so any verdict can be replayed off-chain while on-chain settlement stays minimal.
Ayman Nait Cherif, M. Youssfi, O. Bouattane· IAES International Journal o...· 0 citations
Active Queue Management (AQM) algorithms rely on static parameters, which limits their ability to adapt to the dynamic and heterogeneous nature of modern network traffic. This paper presents the first Systematic Literature Review (SLR) conducted in strict adherence to PRISMA guidelines, mapping the various ML technique...
M. Hamdaoui, Abdelaziz Daaif, M. Youssfi et al.· Automation, Control, and Inf...· 0 citations
Large language models are commonly being used as automated screening techniques for the initial selection of candidates. However, their susceptibility to position bias-that is, the influence of the order in which resumes are presented on the scores assigned-remains largely unexplored in the context of recruitment. We c...
Loubna Aminou, Abdelaziz Daaif, Maha Soulami et al.· Automation, Control, and Inf...· 0 citations
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