Juan Chen

Traffic congestion prediction based on GPS trajectory data

Shuming Sun, Juan Chen, Jian Sun · International Journal of Distributed Sensor Networks · 2019 · 85 citations · Full text

Intelligent Traffic Management, Engineering, Machine Learning +12

Research on Quantitative Investment Strategies Based on Deep Learning

Yujie Fang, Juan Chen, Zhengxuan Xue · Algorithms · 2019 · 42 citations · Full text

Option Pricing, Engineering, Asset Pricing +15

A parallel spatiotemporal deep learning network for highway traffic flow forecasting

Dongxiao Han, Juan Chen, Jian Sun · International Journal of Distributed Sensor Networks · 2019 · 28 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Deep Reinforcement Learning Based Left-Turn Connected and Automated Vehicle Control at Signalized Intersection in Vehicle-to-Infrastructure Environment

Juan Chen, Zhengxuan Xue, Daiqian Fan · Information · 2020 · 19 citations · Full text

Vehicle Delay, Real-time Control, Ddpg Algorithm +11

Freeway Traffic Congestion Reduction and Environment Regulation via Model Predictive Control

Juan Chen, Yuxuan Yu, Qi Guo · Algorithms · 2019 · 13 citations · Full text

Traffic Theory, Engineering, Traffic Flow +17