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平台学术活动-Enhancing transportation systems via deep learning: A survey

发布时间:2021-01-20浏览次数:10

福建工程学院科研平台学术活动安排表

 

平台名称:福建工程学院智能信息处理研究中心

   

时间

20210121

19:3022:00(晚上)

地点

腾讯会议ID735 828 524

主持人

薛醒思

联系电话

15359746498

主题

Enhancing transportation systems via deep learning: A survey

拟研讨的主要内容

 

 

A 、王浩琳:Enhancing transportation systems via deep learning:   A survey 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 Consequently, traditional ML models in   many applications have been replaced by the new learning techniques and the   landscape of ITS is being reshaped.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 uti- lization 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. A.   Preliminary background on deep learning B. Visual recognition tasks in ITS C.   Traffic state prediction D. Discussions and insights