Qinwei Fan

Nanjing Forestry University — China

Computer Science · Physical Sciences

17h-index944citations58works8.52yr avg
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Research Topics

Neural Networks and Applications(23), Machine Learning and ELM(21), Face and Expression Recognition(7), Optimization and Variational Analysis(7), Metaheuristic Optimization Algorithms Research(6)

Publications58 total

Convergence analysis of recurrent neural networks based on sparse mechanism and its application to time series and multiple classification problems
Applied Soft Computing·2025
Decomposition-based multi-objective evolutionary algorithm for bi-optimal selection
Swarm and Evolutionary Computation·2025Open Access
Bidirectional Multiscale Efficient Dilated Convolutional Recurrent Neural Network Improved by Swarm Intelligence Optimization
IEEE Transactions on Neural Networks and Learning Systems·2025
Bioinspired, robust wood solar evaporator with scale-like surfaces for efficient solar-driven water purification and thermoelectric generation
Chemical Engineering Journal·2025· 27 cited
Solving sparse multi-objective optimization problems via dynamic adaptive grouping and reward-penalty sparse strategies
Swarm and Evolutionary Computation·2025· 6 cited
Gradient-based hybrid method for multi-objective optimization problems
Expert Systems with Applications·2025· 6 cited
Tree-inspired nanofiber aerogel with vertically aligned microchannels for salt-resistant solar desalination and oil-in-water emulsion separation
Journal of Membrane Science·2025· 33 cited
Identification and Convergence Analysis of Interval Type-2 Takagi–Sugeno–Kang Fuzzy Systems for High-Dimensional Classification Problems
IEEE Transactions on Fuzzy Systems·2025· 6 cited
Reinforced fuzzy neural networks based on maximum entropy clustering and conjugate gradient method
Engineering Applications of Artificial Intelligence·2024
Convergence Analysis of Regularized Elman Neural Networks Under Relaxed Conditions
IEEE Transactions on Systems Man and Cybernetics Systems·2024· 3 cited
A novel multifunctional photocatalytic membrane based on β-FeOOH for oily wastewater purification
Journal of environmental chemical engineering·2024· 17 cited
Convergence analysis of a novel high order networks model based on entropy error function
Mathematics and Computers in Simulation·2024· 2 cited
Convergence analysis of sparse TSK fuzzy systems based on spectral Dai-Yuan conjugate gradient and application to high-dimensional feature selection
Neural Networks·2024· 5 cited
An improved genetic salp swarm algorithm with population partitioning for numerical optimization
Information Sciences·2024· 4 cited
Efficient construction and convergence analysis of sparse convolutional neural networks
Neurocomputing·2024· 14 cited
Boundedness and Convergence Analysis of a Pi-Sigma Neural Network Based on Online Gradient Method and Sparse Optimization
East Asian Journal on Applied Mathematics·2024· 3 citedOpen Access
Nanomaterials: Recent advances in plant disease diagnosis and treatment
Nano Today·2024· 33 cited
A Sigma-Pi-Sigma Neural Network Model with Graph Regularity Term
Frontiers in Computing and Intelligent Systems·2024· 1 citedOpen Access
Extreme Learning Machine Classification Method based on Twin Strategy Salp Swarm Algorithm
Frontiers in Computing and Intelligent Systems·2024Open Access
Entropy Error-based Convolutional Neural Network Sparse Optimization and Application
Frontiers in Computing and Intelligent Systems·2024Open Access
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Frequent Co-authors

Jacek M. Żurada(8), Qian Kang(7), Jigen Peng(7), Ranhua Xiong(6), Wenjing Ma(5), Wei Wu(5), Jian Wang(5), Wenxuan Cao(5), Xingshi He(5), Xiaodi Huang(4), Chaobo Huang(4), Xin‐She Yang(4), Qingmei Dong(4), Huimin He(4), Chaobo Huang(3), Dakun Yang(3), Yan Liu(3), Haiyang Li(3), Deqing Ji(3), Zhiwen Zhang(2)