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Open access Aug 2026

The Expansion of AI in American Media: Trends, Impacts, and Challenges

It is claimed that the future sustainability of the media industry relies on inclusive innovation, AI literacy, and policies that balance economic efficiency and social responsibility.

Guala Ali Hama Amin, S. Hassan, B. Abdulrahman et al. · 0 citations
Open access Aug 2026

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

The tuned RF emerged as the most reliable and robust classifier, offering high predictive accuracy with reduced overfitting risk, and hyperparameter tuning proved particularly beneficial for SVM and KNN, substantially improving their generalization capabilities, while producing minimal changes in already well-optimized...

Gulala Ali Hama Amin, S. Hassan, Rebwar Khalid Muhammed et al. · 0 citations

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