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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Fareeha Hanif

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2 papers indexed here

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Open access Aug 2026

A controlled analysis of lightweight CNN variants for chilli leaf disease classification with class weighting, label smoothing and class imbalance handling

Accurate and timely recognition of chilli leaf disorders is essential for reducing crop loss and supporting efficient disease management in practical agricultural environments. However, multi-class chilli leaf disease classification remains challenging because visually similar symptoms can arise from fungal infection,...

Ali Raza, Fareeha Hanif, Maryam Iqbal et al. · 0 citations
Open access Aug 2026

MLHNet-Lung: an attention-guided multi-level CNN–transformer fusion framework with CBAM and GeM pooling for explainable multiclass lung CT image classification

The proposed MLHNet-Lung framework for image-level classification of adenocarcinoma, large cell carcinoma, normal, and squamous cell carcinoma CT slices demonstrates the value of jointly modeling complementary intermediate and high-level CT representations; however, patient-level multicenter validation and clinically v...

Fareeha Hanif, A. Ahmed, Ali Raza · 0 citations

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