Shengdong Du

Deep Air Quality Forecasting Using Hybrid Deep Learning Framework

Shengdong Du, Tianrui Li, Yan Yang et al. · IEEE Transactions on Knowledge and Data Engineering · 2019 · 444 citations

Forecasting Methodology, Convolutional Neural Network, Engineering +17

Multivariate time series forecasting via attention-based encoder–decoder framework

Shengdong Du, Tianrui Li, Yan Yang et al. · Neurocomputing · 2020 · 424 citations

Forecasting Methodology, Attention-based Encoder–decoder Framework, Engineering +5

Urban flow prediction from spatiotemporal data using machine learning: A survey

Peng Xie, Tianrui Li, Jia Liu et al. · Information Fusion · 2020 · 294 citations

Urban Geography, Engineering, Machine Learning +12

Urban big data fusion based on deep learning: An overview

Jia Liu, Tianrui Li, Peng Xie et al. · Information Fusion · 2019 · 256 citations

Engineering, Machine Learning, Data Science +7

A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning

Shengdong Du, Tianrui Li, Xun Gong et al. · International Journal of Computational Intelligence Systems · 2020 · 132 citations · Full text