Xiatong Hao

Attention-based Conv-LSTM and Bi-LSTM networks for large-scale traffic speed prediction

Xiaojian Hu, Tong Liu, Xiatong Hao et al. · The Journal of Supercomputing · 2022 · 55 citations

Attention-based Conv-lstm, Intelligent Traffic Management, Engineering +6

Estimating urban PM2.5 concentration: An analysis on the nonlinear effects of explanatory variables based on gradient boosted regression tree

Xiatong Hao, Xiaojian Hu, Tong Liu et al. · Urban Climate · 2022 · 51 citations

Environmental Monitoring, Engineering, Environmental Health +12

Research on the influence of bus bay on traffic flow in adjacent lane: Simulations in the framework of Kerner’s three-phase traffic theory

Xiaojian Hu, Tenghui Liu, Xiatong Hao et al. · Physica A Statistical Mechanics and its Applications · 2020 · 35 citations

Traffic Theory, Engineering, Adjacent Lane +7

Research on on-street temporary parking effects based on cellular automaton model under the framework of Kerner’s three-phase traffic theory

Xiaojian Hu, Xiatong Hao, Han Wang et al. · Physica A Statistical Mechanics and its Applications · 2019 · 31 citations

Traffic Theory, Engineering, Traffic Flow +10

MobileNetV2 with Spatial Attention module for traffic congestion recognition in surveillance images

Chenxi Lin, Xiaojian Hu, Yunfei Zhan et al. · Expert Systems with Applications · 2024 · 27 citations

Machine Vision, Image Analysis, Machine Learning +12