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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Hikmat Yar

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Open access Aug 2026

EdgeNeXt-Attn: A Lightweight Attention-Enhanced Deep Learning Framework for Fire Detection in Remote Sensing Imagery

This study proposes EdgeNeXt-Attn, an enhanced EdgeNeXt-based framework that effectively integrates local feature learning and global contextual modeling through channel and spatial attention mechanisms and improves the detection of small, occluded, and visually ambiguous fire regions while maintaining the computationa...

Hikmat Yar, Nehad Ali Shah, Wei-Wei Jiang et al. · 0 citations
Open access 2026

Adaptive Driver State Monitoring with Temporal Reasoning and Risk Estimation for Safe Transportation

Quantitative and qualitative analyses, including state-of-the-art comparison, cross-validation, statistical analysis, and computational complexity evaluation, highlight the system’s accuracy, modularity, and suitability for real-world deployment.

Hikmat Yar, I. Khan, Naqqash Dilshad et al. · 0 citations

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