研究论文
Dynamic multi-graph spatio-temporal learning for citywide traffic flow prediction in transportation systems
Ahmad Ali, Hafiz Muhammad Yasir Naeem, Amin Sharafian, Li Qiu, Zongze Wu, Xiaoshan Bai
Shenzhen University
来源Chaos Solitons & Fractals
年份2025
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逐年被引趋势
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111
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48.22
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同类平均 = 1
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学术脉络
学科主题
工程Traffic Prediction and Management Techniques
Traffic control and management · Advanced Graph Neural Networks
参考文献 48
Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results
被引 2,187Billy M. Williams, L A Hoel · Journal of Transportation Engineering · 2003
Seasonal Autoregressive Integrated Moving Average and Support Vector Machine Models
被引 113Ning Zhang, Yunlong Zhang, Hai‐Ting Lu · Transportation Research Record Journal of the Transportation Research Board · 2011
Rotation-invariant similarity in time series using bag-of-patterns representation
被引 298Jessica Lin, Rohan Khade, Yuan Li · Journal of Intelligent Information Systems · 2012
此处列出前 3 条
引用本文 111
Advanced computational models for urban traffic flow prediction: A comprehensive review and future directions
被引 53Ahmad Ali, Amin Sharafian, Hafiz Muhammad Yasir Naeem · Computer Science Review · 2025
Exploiting attention-driven weather-aware multimodal spatio-temporal fusion for urban traffic flow prediction
被引 16Ahmad Ali, Riaz Ali, Mujtaba Asad · Future Generation Computer Systems · 2026
PointCore: An efficient framework for unsupervised point cloud anomaly detection using joint local-global features
被引 10Baozhu Zhao, Xiaohan Zhang, Jingfeng Guo · Neural Networks · 2025
按被引量排序，此处列出前 3 条