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Author

S. M. Mostafa

2 papers indexed here

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Aug 2026

Hybrid Deep Learning with Attention-Based Interpretability for PM2.5 Forecasting in Delhi Urban Environments.

Short-term PM2.5 forecasting is challenging in Delhi because particulate matter concentrations are influenced by local emissions, meteorological variation, seasonal stagnation, and episodic fire-related pollution. This study presents CORTA-Net, a hybrid deep learning framework for PM2.5 forecasting using multi-source e...

Mahasiva Saravagna Sai Lakshmi, Gollapudi SVSSVN Rithvik, C. V. V. Ramana et al. · 0 citations
Open access 2026

A Multi-Camera Temporal Fusion for False Alarm Suppression in Edge-Based Weapon Surveillance

Real-time weapon detection is a critical component of intelligent surveillance systems, particularly for perimeter monitoring applications on embedded edge platforms. However, reliable alarm generation remains challenging because false positives, temporal instability, and viewpoint inconsistencies can propagate through...

Carlos Julio Fierro-Silva, Carolina Del-Valle-Soto, S. M. Mostafa et al. · 0 citations

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