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cs.AI2024★ 1 cited
Unbiasing on the Fly: Explanation-Guided Human Oversight of Machine Learning System Decisions
Hussaini Mamman, Shuib Basri, Abdullateef Balogun +3
The widespread adoption of ML systems across critical domains like hiring, finance, and healthcare raises growing concerns about their potential for discriminatory decision-making…
cs.SE2024
Cascade Generalization-based Classifiers for Software Defect Prediction
Aminat Bashir, Abdullateef Balogun, Matthew Adigun +4
The process of software defect prediction (SDP) involves predicting which software system modules or components pose the highest risk of being defective. The projections and discer…