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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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John O. Onyima

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Open access 2026

A Controlled Evaluation of Class Imbalance Handling Techniques in Automated EEG-Based Sleep Stage Classification

A controlled evaluation of four imbalance handling techniques against an imbalanced baseline provides evidence-supported, goal-specific recommendations for selecting imbalance handling strategies and reinforces the need for per-class evaluation in automated sleep staging.

Blessing C. Uzo, P. .. Bande, Micah Okpara et al. · 0 citations

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