Yiman Du

Market Penetration Model for Autonomous Vehicles on the Basis of Earlier Technology Adoption Experience

Mohammad Lavasani, Xia Jin, Yiman Du · Transportation Research Record Journal of the Transportation Research Board · 2016 · 127 citations

Economics, Market Penetration Model, Innovation Adoption +13

Rainfall‐integrated traffic speed prediction using deep learning method

Yuhan Jia, Jianping Wu, Moshe Ben‐Akiva et al. · IET Intelligent Transport Systems · 2017 · 106 citations

Intelligent Traffic Management, Deep Neural Networks, Engineering +14

Traffic speed prediction using deep learning method

Yuhan Jia, Jianping Wu, Yiman Du · 2016 · 102 citations

Intelligent Traffic Management, Deep Neural Networks, Engineering +13

Ensemble Learning for Short-Term Traffic Prediction Based on Gradient Boosting Machine

Senyan Yang, Jianping Wu, Yiman Du et al. · Journal of Sensors · 2017 · 99 citations · Full text

Engineering, Machine Learning, Traffic Flow +17

Leveraging longitudinal driving behaviour data with data mining techniques for driving style analysis

Geqi Qi, Yiman Du, Jianping Wu et al. · IET Intelligent Transport Systems · 2015 · 73 citations

Engineering, Intelligent Forward Collision, Behavior Prediction +22