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 · 59 citations

Computing, Computer Science, Machine Learning +13

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

Public Health, Environmental Sciences, Urban Planning +17

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 · 36 citations

Engineering, Transportation Planning, Transport +16

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 · 36 citations

Computing, Computer Science, Computer Vision +12

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

Planning, Transportation Planning, Urban Planning +15