zouguojian
Currently pursuing the Ph.D. degree with the School of Transportation Engineering, Tongji University. Research fields, including ITS, DL, and ML.
Tongji UniversityShanghai
Pinned Repositories
Personal-Accepted-Research
Welcome to quote our published papers, and the codes have been uploaded.
Pollutant-concentration-and-meteorological-data
weather and pollutants
RCL-Learning
In this study, we propose an end-to-end deep learning model-RCL-Learning that integrates ResNet and ConvLSTM.
Read-first-LSTM
A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction
STGIN
A Novel Spatio-Temporal Generative Inference Network for Predicting the Long-Term Highway Traffic Speed
Traffic-accident-prediction
Do you know the probability of traffic incident in the future? Let us to evaluate it.
Traffic-data
sharing traffic data for our research direction, there have traffic speed, flow, incident, etc,.
Traffic-flow-prediction
This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.
Traffic-speed-prediction
Using to predict the highway traffic speed
Travel-time-prediction
When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time
zouguojian's Repositories
zouguojian/Traffic-speed-prediction
Using to predict the highway traffic speed
zouguojian/Travel-time-prediction
When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time
zouguojian/Personal-Accepted-Research
Welcome to quote our published papers, and the codes have been uploaded.
zouguojian/STGIN
A Novel Spatio-Temporal Generative Inference Network for Predicting the Long-Term Highway Traffic Speed
zouguojian/Read-first-LSTM
A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction
zouguojian/Traffic-flow-prediction
This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.
zouguojian/RCL-Learning
In this study, we propose an end-to-end deep learning model-RCL-Learning that integrates ResNet and ConvLSTM.
zouguojian/Pollutant-concentration-and-meteorological-data
weather and pollutants
zouguojian/Traffic-data
sharing traffic data for our research direction, there have traffic speed, flow, incident, etc,.
zouguojian/Traffic-demand-prediction
An Optimized Spatiotemporal Encoder-Decoder Neural Network for Ride-Sourcing Demand Prediction
zouguojian/FDN-Learning
Our model utilized the muti-cities historical air pollutant and meteorological data to predict future pollutant concentration
zouguojian/Pollutant-prediction
this page used to proved the project processing
zouguojian/KGEF
Knowledge graph embedding
zouguojian/zouguojian
Config files for my GitHub profile.
zouguojian/Traffic-accident-prediction
Do you know the probability of traffic incident in the future? Let us to evaluate it.
zouguojian/AI-for-Transportation-Science