Haifeng Zheng

A Hybrid Deep Learning Model With Attention-Based Conv-LSTM Networks for Short-Term Traffic Flow Prediction

Haifeng Zheng, Feng Lin, Xinxin Feng et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 494 citations

Intelligent Traffic Management, Deep Neural Networks, Engineering +11

Short-term traffic flow prediction with Conv-LSTM

Yipeng Liu, Haifeng Zheng, Xinxin Feng et al. · 2017 · 321 citations

Bi-directional Lstm Module, Intelligent Traffic Management, Deep Neural Networks +12

Adaptive Multi-Kernel SVM With Spatial–Temporal Correlation for Short-Term Traffic Flow Prediction

Xinxin Feng, Xianyao Ling, Haifeng Zheng et al. · IEEE Transactions on Intelligent Transportation Systems · 2018 · 292 citations

Hybrid Kernel, Traffic State, Intelligent Traffic Management +15

Data Gathering with Compressive Sensing in Wireless Sensor Networks: A Random Walk Based Approach

Haifeng Zheng, Feng Yang, Xiaohua Tian et al. · IEEE Transactions on Parallel and Distributed Systems · 2014 · 150 citations

Distributed Source Coding, Sparse Representation, Engineering +11

A Kernel-Based Compressive Sensing Approach for Mobile Data Gathering in Wireless Sensor Network Systems

Haifeng Zheng, Wenzhong Guo, Naixue Xiong · IEEE Transactions on Systems Man and Cybernetics Systems · 2017 · 125 citations

Mobile Data Gathering, Random Walk Algorithm, Graph Sparsity +12