Ahmad Ali

Exploiting dynamic spatio-temporal graph convolutional neural networks for citywide traffic flows prediction

Ahmad Ali, Yanmin Zhu, Muhammad Zakarya · Neural Networks · 2021 · 360 citations

Network Flows, Engineering, Citywide Traffic +7

Exploiting dynamic spatio-temporal correlations for citywide traffic flow prediction using attention based neural networks

Ahmad Ali, Yanmin Zhu, Muhammad Zakarya · Information Sciences · 2021 · 221 citations

Intelligent Traffic Management, Engineering, Machine Learning +7

A data aggregation based approach to exploit dynamic spatio-temporal correlations for citywide crowd flows prediction in fog computing

Ahmad Ali, Yanmin Zhu, Muhammad Zakarya · Multimedia Tools and Applications · 2021 · 200 citations

Urban Geography, Engineering, Data Science +14

Leveraging Spatio-Temporal Patterns for Predicting Citywide Traffic Crowd Flows Using Deep Hybrid Neural Networks

Ahmad Ali, Yanmin Zhu, Qiuxia Chen et al. · 2019 · 94 citations

Temporal Dependencies, Intelligent Traffic Management, Accurate Traffic Crowd +14

Modeling Dynamic Spatio-Temporal Correlations for Urban Traffic Flows Prediction

Nabeela Awan, Ahmad Ali, Fazlullah Khan et al. · IEEE Access · 2021 · 53 citations · Full text

Recurrent Neural Network, Engineering, Machine Learning +14