Wendong Zheng

Multistage attention network for multivariate time series prediction

Jun Hu, Wendong Zheng · Neurocomputing · 2019 · 127 citations

Engineering, Machine Learning, Data Science +6

An Accurate GRU-Based Power Time-Series Prediction Approach With Selective State Updating and Stochastic Optimization

Wendong Zheng, Gang Chen · IEEE Transactions on Cybernetics · 2021 · 120 citations

Engineering, Machine Learning, Power Optimization (Eda) +22

Multivariate Time Series Prediction Based on Temporal Change Information Learning Method

Wendong Zheng, Jun Hu · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 74 citations

Temporal Change Information, Engineering, Machine Learning +17

A deep learning model to effectively capture mutation information in multivariate time series prediction

Jun Hu, Wendong Zheng · Knowledge-Based Systems · 2020 · 48 citations

Mutation-based Testing, Engineering, Machine Learning +10

Transformation-gated LSTM: efficient capture of short-term mutation dependencies for multivariate time series prediction tasks

Jun Hu, Wendong Zheng · 2019 · 37 citations

Engineering, Machine Learning, Sequential Learning +17