Jianming Hu

PPCA-Based Missing Data Imputation for Traffic Flow Volume: A Systematical Approach

Li Qu, Jianming Hu, Li Li et al. · IEEE Transactions on Intelligent Transportation Systems · 2009 · 429 citations

Computing, Data Science, Data Mining +16

Short-time traffic flow prediction with ARIMA-GARCH model

Chenyi Chen, Jianming Hu, Qiang Meng et al. · 2011 · 186 citations

Business, Business Economics, Forecasting +16

The retrieval of intra-day trend and its influence on traffic prediction

Chenyi Chen, Yin Wang, Li Li et al. · Transportation Research Part C Emerging Technologies · 2012 · 183 citations

Computing, Data Science, Forecasting +13

Harmonious Lane Changing via Deep Reinforcement Learning

Jianming Hu, Zhiheng Li, Li Li · IEEE Transactions on Intelligent Transportation Systems · 2021 · 120 citations

Computing, Autonomous Systems, Computer Science +17

Short-term traffic flow forecasting based on Markov chain model

Guoqiang Yu, Jianming Hu, Changshui Zhang et al. · 2004 · 104 citations

Engineering, Data Science, Forecasting +16