Guojian Zou

A Novel Combined Prediction Scheme Based on CNN and LSTM for Urban PM_2.5 Concentration

Dongming Qin, Jian Yu, Guojian Zou et al. · IEEE Access · 2019 · 253 citations · Full text

Convolutional Neural Network, Environmental Monitoring, Machine Learning +18

A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction

Bo Zhang, Guojian Zou, Dongming Qin et al. · The Science of The Total Environment · 2021 · 99 citations

Pollution Detection, Environmental Monitoring, Engineering +11

RCL-Learning: ResNet and convolutional long short-term memory-based spatiotemporal air pollutant concentration prediction model

Bo Zhang, Guojian Zou, Dongming Qin et al. · Expert Systems with Applications · 2022 · 70 citations

Pollution Detection, Environmental Monitoring, Machine Learning +8

A novel spatio-temporal generative inference network for predicting the long-term highway traffic speed

Guojian Zou, Ziliang Lai, Changxi Ma et al. · Transportation Research Part C Emerging Technologies · 2023 · 34 citations

Engineering, Machine Learning, Data Science +6

PI-STGnet: Physics-integrated spatiotemporal graph neural network with fundamental diagram learner for highway traffic flow prediction

Ting Wang, Dong Ngoduy, Guojian Zou et al. · Expert Systems with Applications · 2024 · 28 citations

Network Science, Machine Learning, Data Science +9