Weijie Ren

Multivariate Chaotic Time Series Prediction Based on Improved Grey Relational Analysis

Min Han, Ruiquan Zhang, Tie Qiu et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2017 · 67 citations

Forecasting Methodology, Engineering, Data Science +11

Global mutual information-based feature selection approach using single-objective and multi-objective optimization

Min Han, Weijie Ren · Neurocomputing · 2015 · 65 citations

Engineering, Machine Learning, Data Science +11

Nonuniform State Space Reconstruction for Multivariate Chaotic Time Series

Min Han, Weijie Ren, Meiling Xu et al. · IEEE Transactions on Cybernetics · 2018 · 62 citations

Engineering, Data Science, State Space Reconstruction +8

Robust manifold broad learning system for large-scale noisy chaotic time series prediction: A perturbation perspective

Shoubo Feng, Weijie Ren, Min Han et al. · Neural Networks · 2019 · 53 citations

Perturbation Perspective, Engineering, Machine Learning +7

Joint mutual information-based input variable selection for multivariate time series modeling

Min Han, Weijie Ren, Xiaoxin Liu · Engineering Applications of Artificial Intelligence · 2014 · 50 citations

Parameter Identification, Engineering, Predictive Analytics +11