Jianyuan Guo

Short-Term Abnormal Passenger Flow Prediction Based on the Fusion of SVR and LSTM

Jianyuan Guo, Zhen Xie, Yong Qin et al. · IEEE Access · 2019 · 133 citations · Full text

Intelligent Forecasting, Forecasting Methodology, Recurrent Neural Network +11

Multi-point short-term prediction of station passenger flow based on temporal multi-graph convolutional network

Yaguan Wang, Yong Qin, Jianyuan Guo et al. · Physica A Statistical Mechanics and its Applications · 2022 · 31 citations

Data Science, Traffic Prediction, Network Analysis +3

Jointly optimized demand-oriented train timetable and passenger flow control strategy for a congested subway line under a short-turning operation pattern

Hongjiao Xue, Limin Jia, Jian Li et al. · Physica A Statistical Mechanics and its Applications · 2022 · 22 citations

Railway Traffic, Demand-oriented Train Timetable, Transport Network Analysis +9

Cooperative Passenger Inflow Control in Urban Mass Transit Network with Constraint on Capacity of Station

Jianyuan Guo, Limin Jia, Yong Qin et al. · Discrete Dynamics in Nature and Society · 2015 · 21 citations · Full text

Inflow Control Solutions, Transport Network Analysis, Engineering +21

Short-term forecasting of rail transit passenger flow based on long short-term memory neural network

Yuan Liu, Yong Qin, Jianyuan Guo et al. · 2018 International Conference on Intelligent Rail Transportation (ICIRT) · 2018 · 21 citations

Railway Traffic, Forecasting Methodology, Engineering +16