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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Imtiaz Ali

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Open access Sep 2026

Advanced Machine Learning Approaches for Predictive Analytics: Comparative Evaluation of Classification Performance in High-Dimensional Data

This study examined advanced machine learning approaches for predictive analytics by comparatively evaluating the classification performance of Support Vector Machine (SVM), Random Forest, and Gradient Boosting in high-dimensional data. A high-dimensional dataset containing multiple observations and a large number of f...

Imtiaz Ali, M. Ali, Shahrukh Nawaz · 0 citations
#artificial intelligence Open access Sep 2026

The Impact of Artificial Intelligence-Supported Learning on Metacognitive Awareness and Critical Thinking Skills in Education: The Mediating Effect of Self-Regulated Learning

This study examines how nomadic ‘gypsy’ parents in Jaranwala Tehsil, Faisalabad District, Pakistan, view their children’s formal education outside of school, and whether these views are related to the barriers they face. Using a cross-sectional design, 100 parents were interviewed through a structured schedule. Parents...

Samiha Zaki, Imtiaz Ali, Hafiza Yasmeen Jafar et al. · 0 citations

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