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Deep learning for short-term traffic flow prediction
Affiliation:1. Booth School of Business, University of Chicago, Chicago, IL 60637, USA;2. Systems Engineering and Operations Research, George Mason University, Fairfax, VA 22030, USA;1. School of Transportation Science and Engineering, Beijing Key Laboratory for Cooperative Vehicle Infrastructure, Systems, and Safety Control, Beihang University, Beijing 100191, China;2. Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, SiPaiLou #2, Nanjing 210096, China;3. Department of Science and Technology, Beijing Traffic Management Bureau, Beijing 100037, China;4. Department of Civil and Environmental Engineering, University of Washington, Seattle, WA 98195-2700, United States
Abstract:
Keywords:Traffic Flows  Deep Learning  Trend filtering  Sparse linear models
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