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任伟杰
Associate Professor
Supervisor of Master's Candidates
Name (Pinyin):
renweijie
School/Department:
智能科学与工程学院
Gender:
Male
Degree:
Doctoral Degree in Engineering
Professional Title:
Associate Professor
Status:
Employed
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Paper Publications
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Paper Publications
.Multivariate Time Series Predictor With Parameter Optimization and Feature Selection Based on Modified Binary Salp Swarm Algorithm:IEEE Transactions on Industrial Informatics,2023
.Detection Method of Marine Biological Objects Based on Image Enhancement and Improved YOLOv5S:Journal of Marine Science and Engineering,2022
.多元时间序列因果关系分析研究综述:自动化学报,2021
.A novel Granger causality method based on HSIC-Lasso for revealing nonlinear relationship between multivariate time series:Physica A: Statistical Mechanics and its Applications,2020
.Nonuniform state space reconstruction for multivariate chaotic time series:IEEE Transactions on Cybernetics,2019
.Classification of EEG signals using hybrid feature extraction and ensemble extreme learning machine:Neural Processing Letters,2019
.Robust manifold broad learning system for large-scale noisy chaotic time series prediction:Neural Networks,2019
.Joint mutual information-based input variable selection for multivariate time series modeling:Engineering Applications of Artificial Intelligence,2015
.Global mutual information-based feature selection approach using single-objective and multi-objective optimization:Neurocomputing,2015:47-54
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