Qinwei Fan

21 papers Journal 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Convergence analysis of recurrent neural networks based on sparse mechanism and its application to time series and multiple classification problems.
Appl. Soft Comput.
Qinwei Fan, Lin Li
2026 J jnl
Decomposition-based multi-objective evolutionary algorithm for bi-optimal selection.
Swarm Evol. Comput.
Qinwei Fan, Dewei Yang, Jigen Peng, Haiyang Li, Jian Wang, Aoxue Yin
2026 J jnl
Graph Regularization for High Order Neural Networks: Boundedness, Convergence, and Enhanced Performance With Entropy Error Function [Research Frontier].
IEEE Comput. Intell. Mag.
Qinwei Fan, Qianru Huang, Jacek M. Zurada, Jigen Peng, Haiyang Li
2025 J jnl
Bidirectional Multiscale Efficient Dilated Convolutional Recurrent Neural Network Improved by Swarm Intelligence Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Qinwei Fan, Shuai Zhao, Jacek M. Zurada, Tingwen Huang, Xiaolong Qin, Rui Zhang
2025 J jnl
Convergence Analysis of Regularized Elman Neural Networks Under Relaxed Conditions.
IEEE Trans. Syst. Man Cybern. Syst.
Qinwei Fan, Li Zhou, Jacek M. Zurada, Jigen Peng, Haiyang Li, Jian Wang, Dakun Yang
2025 J jnl
Convergence analysis of a novel high order networks model based on entropy error function.
Math. Comput. Simul.
Qianru Huang, Qinwei Fan, Zhiwei Xing, Xiaofei Yang, Xingshi He
2025 J jnl
Gradient-based hybrid method for multi-objective optimization problems.
Expert Syst. Appl.
Dewei Yang, Qinwei Fan
2025 J jnl
Identification and Convergence Analysis of Interval Type-2 Takagi-Sugeno-Kang Fuzzy Systems for High-Dimensional Classification Problems.
IEEE Trans. Fuzzy Syst.
Qinwei Fan, Deqing Ji
2025 J jnl
Reinforced fuzzy neural networks based on maximum entropy clustering and conjugate gradient method.
Eng. Appl. Artif. Intell.
Qingmei Dong, Qinwei Fan, Zhiwei Xing
2025 J jnl
Solving sparse multi-objective optimization problems via dynamic adaptive grouping and reward-penalty sparse strategies.
Swarm Evol. Comput.
Zhenxing Yu, Qinwei Fan, Jacek M. Zurada, Jigen Peng, Haiyang Li, Jian Wang
2024 J jnl
An improved genetic salp swarm algorithm with population partitioning for numerical optimization.
Inf. Sci.
Qinwei Fan, Shuai Zhao, Meiling Shang, Zhanli Wei, Xiaodi Huang
2024 J jnl
Convergence Analysis of Online Gradient Method for High-Order Neural Networks and Their Sparse Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Qinwei Fan, Qian Kang, Jacek M. Zurada, Tingwen Huang, Dongpo Xu
2024 J jnl
Convergence analysis of sparse TSK fuzzy systems based on spectral Dai-Yuan conjugate gradient and application to high-dimensional feature selection.
Neural Networks
Deqing Ji, Qinwei Fan, Qingmei Dong, Yunlong Liu
2024 J jnl
Efficient construction and convergence analysis of sparse convolutional neural networks.
Neurocomputing
Shuai Zhao, Qinwei Fan, Qingmei Dong, Zhiwei Xing, Xiaofei Yang, Xingshi He
2023 J jnl
Convergence analysis for sparse Pi-sigma neural network model with entropy error function.
Int. J. Mach. Learn. Cybern.
Qinwei Fan, Fengjiao Zheng, Xiaodi Huang, Dongpo Xu
2023 J jnl
Convergence of Batch Gradient Method for Training of Pi-Sigma Neural Network with Regularizer and Adaptive Momentum Term.
Neural Process. Lett.
Qinwei Fan, Le Liu, Qian Kang, Li Zhou
2022 J jnl
A pruning algorithm with relaxed conditions for high-order neural networks based on smoothing group L1/2 regularization and adaptive momentum.
Knowl. Based Syst.
Qian Kang, Qinwei Fan, Jacek M. Zurada, Tingwen Huang
2022 J jnl
Convergence analysis for sigma-pi-sigma neural network based on some relaxed conditions.
Inf. Sci.
Qinwei Fan, Qian Kang, Jacek M. Zurada
2021 J jnl
Convergence of a Gradient-Based Learning Algorithm With Penalty for Ridge Polynomial Neural Networks.
IEEE Access
Qinwei Fan, Jigen Peng, Haiyang Li, Shoujin Lin
2021 J jnl
Deterministic convergence analysis via smoothing group Lasso regularization and adaptive momentum for Sigma-Pi-Sigma neural network.
Inf. Sci.
Qian Kang, Qinwei Fan, Jacek M. Zurada
2020 J jnl
Regression and Multiclass Classification Using Sparse Extreme Learning Machine via Smoothing Group L
IEEE Access
Qinwei Fan, Lei Niu, Qian Kang