Jianshuai Feng

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

MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series Forecasting

Wanlin Cai, Yuxuan Liang, Xianggen Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 161 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +18

Traffic Volume Data Outlier Recovery via Tensor Model

Huachun Tan, Jianshuai Feng, Guangdong Feng et al. · Mathematical Problems in Engineering · 2013 · 55 citations · Full text

Tensor Model, Anomaly Detection, Machine Learning +15

Traffic Speed Data Imputation Method Based on Tensor Completion

Bin Ran, Huachun Tan, Jianshuai Feng et al. · Computational Intelligence and Neuroscience · 2015 · 45 citations · Full text

Transport Network Analysis, Engineering, Machine Learning +11

Low-n-rank tensor recovery based on multi-linear augmented Lagrange multiplier method

Huachun Tan, Bin Cheng, Jianshuai Feng et al. · Neurocomputing · 2013 · 39 citations

Numerical Analysis, Sparse Representation, Engineering +6