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Author

Muhammad Tahir

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2 papers indexed here

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Open access Sep 2026

Group-Aware and Explainable Machine Learning Framework for Heart Disease Prediction Using Optimized CatBoost

Accurate and reliable heart disease prediction can support early risk assessment and improve clinical decision-making. However, repeated or duplicate observations in widely used heart disease datasets can introduce data leakage and lead to overly optimistic performance estimates. This study proposes a duplicate-aware a...

Romaan Khan, Tufail Khan, Muhammad Tahir et al. · 0 citations
Aug 2026

Lightweight weapon detection via fractional-order Legendre polynomials for smart edge devices

Fractional-order Legendre polynomials are used to encode multi-scale weapon shape and then verify candidates with a light classifier, which gives strong accuracy with a very small feature budget for real-time surveillance applications in constrained environments such as smart homes and IoT-based security systems.

Adnan Khalil, Fakhre Alam, Dilawar Shah et al. · 0 citations

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