Guoyang Qin

Optimizing matching time intervals for ride-hailing services using reinforcement learning

Guoyang Qin, Qi Luo, Yafeng Yin et al. · Transportation Research Part C Emerging Technologies · 2021 · 64 citations

Engineering, Real-time Decision-making, Data Science +8

Truncated tensor Schatten <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e3777" altimg="si99.svg"><mml:mi>p</mml:mi></mml:math>-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns

Tong Nie, Guoyang Qin, Jian Sun · Transportation Research Part C Emerging Technologies · 2022 · 57 citations · Full text

Math Xmlns, Engineering, Data Science +8

ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation

Tong Nie, Guoyang Qin, Wei Ma et al. · 2024 · 50 citations · Full text

Engineering, Machine Learning, Autoencoders +17

Mining factors affecting taxi drivers’ incomes using GPS trajectories

Guoyang Qin, Tienan Li, Bin Yu et al. · Transportation Research Part C Emerging Technologies · 2017 · 49 citations

Economics, Data Science, Gps Trajectories +3

Integrated macro-micro modelling for individual vehicle trajectory reconstruction using fixed and mobile sensor data

Xuejian Chen, Juyuan Yin, Guoyang Qin et al. · Transportation Research Part C Emerging Technologies · 2022 · 34 citations

Engineering, Aerospace Engineering, Vehicle Dynamic +6