عنوان انگلیسی مقاله:
Enhancing transportation systems via deep learning: A survey
ترجمه فارسی عنوان مقاله:
تقویت سیستم های حمل و نقل از طریق یادگیری عمیق: یک مرور
Sciencedirect - Elsevier - Transportation Research Part C, 99 (2019) 144-163: doi:10:1016/j:trc:2018:12:004
Yuan Wanga, Dongxiang Zhangb,⁎, Ying Liub, Bo Daib, Loo Hay Leea
Machine learning (ML) plays the core function to intellectualize the transportation systems.
Recent years have witnessed the advent and prevalence of deep learning which has provoked a
storm in ITS (Intelligent Transportation Systems). Consequently, traditional ML models in many
applications have been replaced by the new learning techniques and the landscape of ITS is being
reshaped. Under such perspective, we provide a comprehensive survey that focuses on the utilization
of deep learning models to enhance the intelligence level of transportation systems. By
organizing multiple dozens of relevant works that were originally scattered here and there, this
survey attempts to provide a clear picture of how various deep learning models have been applied
in multiple transportation applications.
Keywords: Deep learning | Transportation systems | Survey