Author

Naushin Nower

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Open access 2026

A Domain-Invariant and Edge-Efficient Framework for Leaf Disease Classification

Reliable leaf disease diagnosis is essential for improving agricultural productivity. However, deploying such systems in real-world environments remains challenging due to domain variations across different crops and imaging conditions. Models trained on controlled datasets often fail to generalize effectively when cro...

Sadia Hossain, Nazifa Tasnim Hia, Naushin Nower · IEEE Access · 0 citations

#graph neural networks Open access Nov 2026

Congestion Propagation Identification and Prediction Using Self Attention–Based Diffusion Convolutional Approach

A propagation probability matrix is utilizes to identify congestion propagation patterns and finds traffic behavior over 24 h, revealing critical insights into congestion trends in a selected road network and proposing a novel self attention–based diffusion convolutional network (SADCN) that effectively predicts traffi...

M. Rahman, M. Arif, Naushin Nower · Journal of Transportation En... · 0 citations