Haifeng Guo

Deep Convolutional Neural Networks for Forest Fire Detection

Qingjie Zhang, Jiaolong Xu, Liang Xu et al. · 2016 · 207 citations · Full text

GE-GAN: A novel deep learning framework for road traffic state estimation

Dongwei Xu, Chenchen Wei, Peng Peng et al. · Transportation Research Part C Emerging Technologies · 2020 · 149 citations

Engineering, Machine Learning, Data Science +5

Real-time road traffic state prediction based on kernel-KNN

Dongwei Xu, Yongdong Wang, Peng Peng et al. · Transportmetrica A Transport Science · 2018 · 91 citations

Road Traffic States, Intelligent Traffic Management, Engineering +12

An End-to-End Recommendation System for Urban Traffic Controls and Management Under a Parallel Learning Framework

Junchen Jin, Haifeng Guo, Xu Jia et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 77 citations

Engineering, Machine Learning, Smart City +19

A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework

Junchen Jin, Dingding Rong, Tong Zhang et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 52 citations

Traffic State, Traffic Theory, Engineering +17