Huachun Tan

A hybrid deep learning based traffic flow prediction method and its understanding

Yuankai Wu, Huachun Tan, Lingqiao Qin et al. · Transportation Research Part C Emerging Technologies · 2018 · 775 citations

Intelligent Traffic Management, Network Flows, Engineering +7

Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering

Zhuxi Jiang, Yin Zheng, Huachun Tan et al. · 2017 · 632 citations · Full text

Artificial Intelligence, Generative System, Data Augmentation +11

A tensor-based method for missing traffic data completion

Huachun Tan, Guangdong Feng, Jianshuai Feng et al. · Transportation Research Part C Emerging Technologies · 2013 · 423 citations · Full text

Engineering, Machine Learning, Data Science +7

Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework

Yuankai Wu, Huachun Tan · arXiv (Cornell University) · 2016 · 251 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Short-Term Traffic Prediction Based on Dynamic Tensor Completion

Huachun Tan, Yuankai Wu, Bin Shen et al. · IEEE Transactions on Intelligent Transportation Systems · 2016 · 235 citations

Intelligent Traffic Management, Network Flows, Engineering +14