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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

Gulala Ali Hama Amin

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Open access Aug 2026

A Comparative Analysis of Machine Learning Algorithms for Urban Traffic Congestion Prediction: The Impact of Hyperparameter Optimization

Accurately predicting urban traffic congestion is a central requirement in modern Intelligent Transportation Systems (ITS). Although machine learning (ML) remains the primary tool for this task, model performance is strongly influenced by the characteristics and quality of the training data. This study presents a compa...

Gulala Ali Hama Amin, S. Hassan, R. Muhammed et al. · 0 citations
Open access Aug 2026

User Attitudes Toward AI Language Tools: Focus on ChatGPT, Grammarly, and Quillbot

These findings support the need for speech specific properties in AI-based WLTs and, if sufficiently adapted to language learning in general, AI-based WLTs might be a useful complement when learning languages particularly as for written and receptive skills.

Airin Shwan Ibrahim, Gulala Ali Hama Amin, Kochar Ali Saeed et al. · 0 citations

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