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H. Shahzad

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Open access Oct 2026

Ensemble Feature selection with Adaptive Weighted voting for Robust Breast Cancer Diagnosis

Breast cancer is a significant disease prevalent in many women around the globe and one of the most common causes of cancer death worldwide, this underscores the demand for trustworthy and precise computer-aided diagnostic tools. Typically, high-dimensional medical datasets possess redundant and irrelevant features whi...

Muhammad Umair, Hafiz Muhammad Tayyab Khushi, Tehreem Masood et al. · 0 citations
Open access Oct 2026

Complementary Global–Local Feature Fusion and Ensemble Refinement for Facial-Expression Recognition on FER2013

Facial-expression recognition (FER) on FER2013 remains challenging because of low-resolution images, class imbalance, and label ambiguity. This study presents a global–local feature-fusion framework that integrates complementary representations with validation-based ensemble refinement. A frozen DINOv2 ViT-Base capture...

H. Shahzad, Hassan A. Ahmed · 0 citations

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