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RISParking Lot Pricing Optimization Strategy Considering Autonomous Vehicle User Choice Behavior
Publisher: ASCE
Abstract: The unbalanced distribution of parking demand is a primary source of parking problems. The autonomous driving system and parking assist system of fully autonomous vehicles provide a possibility to alleviate the uneven ...
Dynamic Vehicle Dispatching at a Transfer Station in Public Transportation System
Publisher: American Society of Civil Engineers
Abstract: Dynamic vehicle dispatching at the transfer station can improve the transit service quality by optimizing the transfer coordination of routes. In this paper, a dynamic vehicle dispatching model is proposed that aims to ...
k-Nearest Neighbor Model for Multiple-Time-Step Prediction of Short-Term Traffic Condition
Publisher: American Society of Civil Engineers
Abstract: One of the most critical functions of an intelligent transportation system (ITS) is to provide accurate and real-time prediction of traffic condition. This paper develops a short-term traffic condition prediction model ...
k-Nearest Neighbor Model for Multiple-Time-Step Prediction of Short-Term Traffic Condition
Publisher: American Society of Civil Engineers
Abstract: One of the most critical functions of an intelligent transportation system (ITS) is to provide accurate and real-time prediction of traffic condition. This paper develops a short-term traffic condition prediction model ...
Enhanced Long Short-Term Memory Model for Runoff Prediction
Publisher: ASCE
Abstract: Runoff prediction plays a crucial role in the scheduling and management of water resources. A novel enhanced long short-term memory (LSTM) model called LN-LSTM-PSO is proposed by integrating layer normalization (LN), LSTM ...