研究论文
Advanced computational models for urban traffic flow prediction: A comprehensive review and future directions
Ahmad Ali, Amin Sharafian, H.M. Yasir Naeem, Muhammad Maulana Zakarya, Zongze Wu, Xiaoshan Bai
Shenzhen University Abdul Wali Khan University Mardan Sohar University
来源Computer Science Review
年份2025
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学术脉络
学科主题
工程Traffic Prediction and Management Techniques
Traffic control and management · Advanced Data and IoT Technologies
参考文献 93
Adjustment in the urban system: The Tasman Bridge collapse and its effects on Metropolitan Hobart
被引 6Trevor R. Lee, Les Wood · Progress in Planning · 1981
Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results
被引 2,170Billy M. Williams, L A Hoel · Journal of Transportation Engineering · 2003
Short-Term Traffic Flow Forecasting: An Experimental Comparison of Time-Series Analysis and Supervised Learning
被引 758Marco Lippi, Matteo Bertini, Paolo Frasconi · IEEE Transactions on Intelligent Transportation Systems · 2013
此处列出前 3 条
引用本文 49
Exploiting attention-driven weather-aware multimodal spatio-temporal fusion for urban traffic flow prediction
被引 9Ahmad Ali, Riaz Ali, Mujtaba Asad · Future Generation Computer Systems · 2026
The symbiotic factory: a comprehensive framework for extending lean manufacturing to human-AI collaboration
被引 8Mohammad Shahin, Mazdak Maghanaki, F. Frank Chen · Expert Systems with Applications · 2026
EVOLVE: A Continual Learning Framework for Evolving Traffic Networks
被引 3Shiyu Yang, Hengyu Guo, Chuxi Fan · Information Processing & Management · 2026
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