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Weijie Ren
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 38
Top Topics
Stability Analysis
Parameter Optimization
Feature Selection
Fuzzy Systems
Top Venues
Eng. Appl. Artif. Intell.
IEEE Trans. Cybern.
CoRR
IEEE Trans. Fuzzy Syst.
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Publications
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Lei Hu
,
Xinghan Xu
,
Weijie Ren
,
Min Han
Hierarchical Evolving Fuzzy System: A Method for Multidimensional Chaotic Time Series Online Prediction.
IEEE Trans. Fuzzy Syst.
32 (6) (2024)
Weijie Ren
,
Wenjia Xie
,
Ye Zhang
,
Hang Yu
,
Zhengyu Tian
Version [1.1] - [MSAT: Matrix stability analysis tool for shock-capturing schemes].
SoftwareX
26 (2024)
Huijuan Xia
,
Weijie Ren
,
Min Han
Kernel Generalized Half-Quadratic Correntropy Conjugate Gradient Algorithm for Online Prediction of Chaotic Time Series.
Circuits Syst. Signal Process.
42 (5) (2023)
Weijie Ren
,
Shenghui Guo
,
Choon Ki Ahn
Guaranteed Set-Membership Estimation for Local Nonlinear Uncertain Fuzzy Systems Subject to Partially Decouplable Unknown Inputs.
IEEE Trans. Fuzzy Syst.
31 (12) (2023)
Meibin Qi
,
Weijie Ren
,
Houhong Xiang
Separation of Mixed Near-field and Far-field Sources and DOA Estimation based on Deep Learning.
ICAIT
(2023)
Weijie Ren
,
Wenjia Xie
,
Ye Zhang
,
Hang Yu
,
Zhengyu Tian
Numerical stability analysis of shock-capturing methods for strong shocks II: high-order finite-volume schemes.
CoRR
(2023)
Weijie Ren
,
Wenjia Xie
,
Ye Zhang
,
Hang Yu
,
Zhengyu Tian
Numerical stability analysis of shock-capturing methods for strong shocks I: second-order MUSCL schemes.
CoRR
(2023)
Xiaodong Na
,
Mengyuan Zhang
,
Weijie Ren
,
Min Han
Multistep-Ahead Chaotic Time Series Prediction Based on Hierarchical Echo State Network With Augmented Random Features.
IEEE Trans. Cogn. Dev. Syst.
15 (2) (2023)
Weijie Ren
,
Dewei Ma
,
Min Han
Multivariate Time Series Predictor With Parameter Optimization and Feature Selection Based on Modified Binary Salp Swarm Algorithm.
IEEE Trans. Ind. Informatics
19 (4) (2023)
Min Han
,
Huijuan Xia
,
Weijie Ren
Kernel general loss algorithm based on evolving participatory learning for online time series prediction.
Eng. Appl. Artif. Intell.
124 (2023)
Xiaodong Na
,
Yuan Li
,
Weijie Ren
,
Min Han
Physics-informed hierarchical echo state network for predicting the dynamics of chaotic systems.
Expert Syst. Appl.
228 (2023)
Weijie Ren
,
Jianfeng Sun
,
Haisheng Cong
,
Yuxin Jiang
Sensitivity Deterioration of Free-Space Optical Coherent/Non-Coherent OOK Modulation Receiver by Ambient Light Noise.
Sensors
23 (4) (2023)
Weijie Ren
,
Wenjia Xie
,
Ye Zhang
,
Hang Yu
,
Zhengyu Tian
MSAT: Matrix stability analysis tool for shock-capturing schemes.
CoRR
(2023)
Weijie Ren
,
Wenjia Xie
,
Ye Zhang
,
Hang Yu
,
Zhengyu Tian
MSAT: Matrix stability analysis tool for shock-capturing schemes.
SoftwareX
24 (2023)
Xiaodong Na
,
Weijie Ren
,
Moran Liu
,
Min Han
Hierarchical Echo State Network With Sparse Learning: A Method for Multidimensional Chaotic Time Series Prediction.
IEEE Trans. Neural Networks Learn. Syst.
34 (11) (2023)
Shoubo Feng
,
Min Han
,
Jiadong Zhang
,
Tie Qiu
,
Weijie Ren
Learning Both Dynamic-Shared and Dynamic-Specific Patterns for Chaotic Time-Series Prediction.
IEEE Trans. Cybern.
52 (6) (2022)
Xiaodong Na
,
Min Han
,
Weijie Ren
,
Kai Zhong
Modified BBO-Based Multivariate Time-Series Prediction System With Feature Subset Selection and Model Parameter Optimization.
IEEE Trans. Cybern.
52 (4) (2022)
Junying Li
,
Weijie Ren
,
Min Han
Mutual Information Variational Autoencoders and Its Application to Feature Extraction of Multivariate Time Series.
Int. J. Pattern Recognit. Artif. Intell.
36 (6) (2022)
Xinghan Xu
,
Weijie Ren
A hybrid model of stacked autoencoder and modified particle swarm optimization for multivariate chaotic time series forecasting.
Appl. Soft Comput.
116 (2022)
Weijie Ren
,
Satoshi Komada
,
Kazuhiro Yubai
,
Shenghui Guo
Zonotopic interval estimation for discrete-time Takagi-Sugeno fuzzy systems with a delayed nonquadratic framework.
J. Frankl. Inst.
359 (8) (2022)
Shenghui Guo
,
Weijie Ren
,
Choon Ki Ahn
,
Chenglin Wen
,
Hak-Keung Lam
Reachability Analysis-Based Interval Estimation for Discrete-Time Takagi-Sugeno Fuzzy Systems.
IEEE Trans. Fuzzy Syst.
30 (6) (2022)
Xiaodong Na
,
Weijie Ren
,
Xinghan Xu
Hierarchical delay-memory echo state network: A model designed for multi-step chaotic time series prediction.
Eng. Appl. Artif. Intell.
102 (2021)
Weijie Ren
,
Yiwen Wang
,
Min Han
Time series prediction based on echo state network tuned by divided adaptive multi-objective differential evolution algorithm.
Soft Comput.
25 (6) (2021)
Chaochao Zhao
,
Weijie Ren
,
Min Han
Adaptive Sparse Quantization Kernel Least Mean Square Algorithm for Online Prediction of Chaotic Time Series.
Circuits Syst. Signal Process.
40 (9) (2021)
Weijie Ren
,
Satoshi Komada
,
Kazuhiro Yubai
,
Daisuke Yashiro
Zonotopic Kalman Observer-based Sensor Fault Estimation for Discrete-Time Takagi-Sugeno Fuzzy Systems.
AMC
(2021)
Wenjia Xie
,
Zhengyu Tian
,
Ye Zhang
,
Hang Yu
,
Weijie Ren
Further studies on numerical instabilities of Godunov-type schemes for strong shocks.
Comput. Math. Appl.
102 (2021)
Tianyu Shen
,
Weijie Ren
,
Min Han
Quantized generalized maximum correntropy criterion based kernel recursive least squares for online time series prediction.
Eng. Appl. Artif. Intell.
95 (2020)
Weijie Ren
,
Renyang You
,
Wei Yu
,
Shenghui Guo
Reduced-Order and Full-Order Interval Observers Design for Discrete-Time System.
IEEE Access
8 (2020)
Xin Li
,
Weijie Ren
,
Jingying Zhao
,
Min Han
Particle Swarm optimization based Neural Network Model for Chaotic Time Series Forecasting.
ICACI
(2020)
Xiaohui Lin
,
Chao Li
,
Weijie Ren
,
Xiao Luo
,
Yanpeng Qi
A new feature selection method based on symmetrical uncertainty and interaction gain.
Comput. Biol. Chem.
83 (2019)
Shoubo Feng
,
Weijie Ren
,
Min Han
,
Yen-Wei Chen
Robust manifold broad learning system for large-scale noisy chaotic time series prediction: A perturbation perspective.
Neural Networks
117 (2019)
Min Han
,
Ruiquan Zhang
,
Tie Qiu
,
Meiling Xu
,
Weijie Ren
Multivariate Chaotic Time Series Prediction Based on Improved Grey Relational Analysis.
IEEE Trans. Syst. Man Cybern. Syst.
49 (10) (2019)
Xinghan Xu
,
Weijie Ren
A Hybrid Model Based on a Two-Layer Decomposition Approach and an Optimized Neural Network for Chaotic Time Series Prediction.
Symmetry
11 (5) (2019)
Weijie Ren
,
Min Han
Classification of EEG Signals Using Hybrid Feature Extraction and Ensemble Extreme Learning Machine.
Neural Process. Lett.
50 (2) (2019)
Min Han
,
Weijie Ren
,
Meiling Xu
,
Tie Qiu
Nonuniform State Space Reconstruction for Multivariate Chaotic Time Series.
IEEE Trans. Cybern.
49 (5) (2019)
Xinghan Xu
,
Weijie Ren
A Combination Model Based on EEMD-PE and Echo State Network for Chaotic Time Series Prediction.
ICACI
(2019)
Xiaohui Lin
,
Xin Huang
,
Lina Zhou
,
Weijie Ren
,
Jun Zeng
,
Weihong Yao
,
Xingyuan Wang
The Robust Classification Model Based on Combinatorial Features.
IEEE ACM Trans. Comput. Biol. Bioinform.
16 (2) (2019)
Xiaohui Lin
,
Huanhuan Song
,
Meng Fan
,
Weijie Ren
,
Lishuang Li
,
Weihong Yao
The feature selection algorithm based on feature overlapping and group overlapping.
BIBM
(2016)
Min Han
,
Weijie Ren
Global mutual information-based feature selection approach using single-objective and multi-objective optimization.
Neurocomputing
168 (2015)
Min Han
,
Weijie Ren
,
Xiaoxin Liu
Joint mutual information-based input variable selection for multivariate time series modeling.
Eng. Appl. Artif. Intell.
37 (2015)