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Haoyuan Sun, Hao-Ran Mu, Jian Qiao Sun, Honggui Han, Junfei Qiao (2025). Output Feedback Synthesis for Networked Control Systems With Packet Dropouts and Multiple Probability Sampling Periods: The Stochastic Communication Protocol Case. IEEE Transactions on Cybernetics.DOI
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Yongze Lin, Junfei Qiao, Jing Bi, Haitao Yuan, Mengyuan Wang, Jia Zhang, MengChu Zhou (2024). Transformer-Based Water Quality Forecasting With Dual Patch and Trend Decomposition. IEEE Internet of Things Journal.DOI
Haoyuan Sun, Shan Wang, Shengli Du, Honggui Han, Junfei Qiao (2024). Fuzzy Stabilization of Networked Nonlinear Systems With Multiple Stochastic Transmission Intervals, Packet Losses, and FDI Attacks. IEEE Transactions on Fuzzy Systems.DOI
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Honggui Han, Yucheng Liu, Ying Hou, Junfei Qiao (2024). Data-Driven Robust Multimodal Multiobjective Particle Swarm Optimization. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
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Heng Xia, Jian Tang, Xiaotong Pan, Wen Yu, Junfei Qiao (2024). Multimodal Data-Driven Interpretable Deep Modeling Approach of Dioxins Generation for Municipal Solid Waste Incineration Processes. IEEE Transactions on Instrumentation and Measurement.DOI
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Rafael Vázquez, Guangwei Chen, Junfei Qiao, Miroslav Krstić (2023). The Power Series Method to Compute Backstepping Kernel Gains: Theory and Practice. Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes.DOI
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Yunlong Su, Rui Du, Jiao Wang, Junfei Qiao, Xiyao Li, Xiaofei Xue, Zhi-Qi Cao, Yongzhen Peng (2023). Successful start-up of a novel integrated denitrifying phosphorus removal and partial denitrification coupled with anammox process for simultaneous nitrogen and phosphorus removal with fully ordinary suspended sludge. Chemical Engineering Journal.DOI
Ting Shi, Pengyu Li, Wu Yang, Ailin Qi, Junfei Qiao (2023). Application of TCN-biGRU neural network in $$ PM_{2.5}$$ concentration prediction. Environmental Science and Pollution Research.DOI
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Jing Bi, Yibo Li, Xingyang Chang, Haitao Yuan, Junfei Qiao (2023). Hybrid Water Quality Prediction with Frequency Domain Conversion Enhancement and Seasonal Decomposition. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics.DOI
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Honggui Han, Chengcheng Feng, Haoyuan Sun, Junfei Qiao (2023). Self-Organizing Fuzzy Terminal Sliding Mode Control for Wastewater Treatment Processes. IEEE Transactions on Automation Science and Engineering.DOI
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Xiaotong Pan, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao (2023). Combustion state identification of MSWI processes using ViT-IDFC. Engineering Applications of Artificial Intelligence.DOI
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Junfei Qiao, Ruyue Yang, Ding Wang (2023). Offline Data-Driven Adaptive Critic Design With Variational Inference for Wastewater Treatment Process Control. IEEE Transactions on Automation Science and Engineering.DOI
Anqi Fu, Sijia Chen, Junfei Qiao, Chengpu Yu (2023). Periodic Event-Triggered CACC and Communication Co-design for Vehicle Platooning. ACM Transactions on Cyber-Physical Systems.DOI
Yingying Cui, Xi Meng, Junfei Qiao (2023). Data-Driven Multi-objective Optimization for Municipal Solid Waste Incineration Process. International Conference on Industrial Artificial Intelligence (IAI).DOI
Kang Li, Cuili Yang, Dapeng Li, Junfei Qiao (2023). Soft Sensor of Effluent Ammonia Nitrogen Concentration Based on Modular Stochastic Configuration Networks. International Conference on Industrial Artificial Intelligence (IAI).DOI
Ding Wang, Jiangyu Wang, Mingming Zhao, Peng Xin, Junfei Qiao (2023). Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control. IEEE/CAA Journal of Automatica Sinica.DOI
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Haoyuan Sun, Honggui Han, Jian Qiao Sun, Junfei Qiao (2023). Observer‐based sampled‐data control for networked systems with consecutive packet dropouts. International Journal of Robust and Nonlinear Control.DOI
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Xin Guo, Wenjing Li, Junfei Qiao (2023). A self-organizing modular neural network based on empirical mode decomposition with sliding window for time series prediction. Applied Soft Computing.DOI
Mingming Zhao, Ding Wang, Junfei Qiao, Ning Gao, Peng Xin (2023). Stability Analysis of Model-Free Control under Iterative Q-learning Algorithms. International Conference on Control Science and Systems Engineering (ICCSSE).DOI
Menghua Li, Ding Wang, Junfei Qiao (2023). Event-Based Intelligent Critic Design for Nonlinear Disturbed Multi-Input Systems. International Conference on Control Science and Systems Engineering (ICCSSE).DOI
Haoyuan Sun, Honggui Han, Junfei Qiao (2023). Observer-based control for networked Takagi-Sugeno fuzzy systems with stochastic packet losses. Information Sciences.DOI
Zipeng Wang, Feng-Liang Zhao, Huai‐Ning Wu, Junfei Qiao, Tingwen Huang (2023). H ∞ fuzzy intermittent boundary control for nonlinear parabolic distributed parameter systems. Journal of the Franklin Institute.DOI
Jing Bi, Jiahui Zhai, Haitao Yuan, Ziqi Wang, Junfei Qiao, Jia Zhang, MengChu Zhou (2023). Multi-swarm Genetic Gray Wolf Optimizer with Embedded Autoencoders for High-dimensional Expensive Problems. Proceedings - IEEE International Conference on Robotics and Automation/Proceedings.DOI
Jing Bi, Ziqi Wang, Haitao Yuan, Junfei Qiao, Jia Zhang, MengChu Zhou (2023). Self-adaptive Teaching-learning-based Optimizer with Improved RBF and Sparse Autoencoder for Complex Optimization Problems. Proceedings - IEEE International Conference on Robotics and Automation/Proceedings.DOI
Ding Wang, Xin Li, Mingming Zhao, Junfei Qiao (2023). Adaptive Critic Control Design With Knowledge Transfer for Wastewater Treatment Applications. IEEE Transactions on Industrial Informatics.DOI
Mingming Zhao, Ding Wang, Junfei Qiao, Mingming Ha, Jin Ren (2023). Advanced value iteration for discrete-time intelligent critic control: A survey. Artificial Intelligence Review.DOI
Xi Meng, Yin Zhang, Limin Quan, Junfei Qiao (2023). A self-organizing fuzzy neural network with hybrid learning algorithm for nonlinear system modeling. Information Sciences.DOI
Xinyu Wei, Anqi Fu, Junfei Qiao (2023). Traffic models of periodic event-triggered quantized control systems. Nonlinear Analysis Hybrid Systems.DOI
Honggui Han, Mengmeng Li, Junfei Qiao, Qing Yang, Yongzhen Peng (2023). Filter Transfer Learning Algorithm for Missing Data Imputation in Wastewater Treatment Process. IEEE Transactions on Knowledge and Data Engineering.DOI
Jiakun Chen, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao (2023). Modelling the furnace temperature field of a municipal solid waste incinerator using the numerical simulation and the deep forest regression algorithm. Fuel.DOI
Honggui Han, Xing Bai, Hongyan Yang, Ying Hou, Junfei Qiao (2023). Multitask Particle Swarm Optimization With Dynamic Transformation. IEEE Transactions on Emerging Topics in Computing.DOI
Feng-Liang Zhao, Zipeng Wang, Huai‐Ning Wu, Junfei Qiao, Xuehua Yan, Han‐Xiong Li (2023). Robust Event-Triggered Sampled-Data Fuzzy Control with Non-fragile for Nonlinear Delayed Distributed Parameter Systems. International Journal of Fuzzy Systems.DOI
Yu Huo, Ding Wang, Junfei Qiao, Menghua Li (2023). Adaptive critic design for nonlinear multi-player zero-sum games with unknown dynamics and control constraints. Nonlinear Dynamics.DOI
Ding Wang, Xin Li, Lingzhi Hu, Junfei Qiao (2023). Data-driven tracking control design with reinforcement learning involving a wastewater treatment application. Engineering Applications of Artificial Intelligence.DOI
Ting Shi, Yang Qing Wu, Ailin Qi, Pengyu Li, Junfei Qiao (2023). LASSO and attention-TCN: a concurrent method for indoor particulate matter prediction. Applied Intelligence.DOI
Haixu Ding, Jian Tang, Junfei Qiao (2023). Dynamic modeling of multi-input and multi-output controlled object for municipal solid waste incineration process. Applied Energy.DOI
Haijun He, Xi Meng, Jian Tang, Junfei Qiao (2023). Event-triggered-based self-organizing fuzzy neural network control for the municipal solid waste incineration process. Science China Technological Sciences.DOI
Honggui Han, Yucheng Liu, Linlin Zhang, Hongxu Liu, Hongyan Yang, Junfei Qiao (2023). Knowledge Reconstruction for Dynamic Multi-objective Particle Swarm Optimization Using Fuzzy Neural Network. International Journal of Fuzzy Systems.DOI
Gongming Wang, Yidi Zhao, Caixia Liu, Junfei Qiao (2023). Data-Driven Robust Adaptive Control With Deep Learning for Wastewater Treatment Process. IEEE Transactions on Industrial Informatics.DOI
Honggui Han, Shijia Fu, Haoyuan Sun, Chen-Hui Qin, Junfei Qiao (2023). Modeling and control of wastewater treatment process with time delay based on event-triggered recursive least squares. Engineering Applications of Artificial Intelligence.DOI
Menghua Li, Ding Wang, Mingming Zhao, Junfei Qiao (2023). Event-triggered constrained neural critic control of nonlinear continuous-time multiplayer nonzero-sum games. Information Sciences.DOI
Ding Wang, Mingming Zhao, Mingming Ha, Junfei Qiao (2023). Convergence and Stability of Optimal Regulation via Generalized N-Step Value Gradient Learning. IEEE Transactions on Neural Networks and Learning Systems.DOI
Honggui Han, Chenyang Wang, Haoyuan Sun, Hongyan Yang, Junfei Qiao (2023). Iterative Learning Model Predictive Control With Fuzzy Neural Network for Nonlinear Systems. IEEE Transactions on Fuzzy Systems.DOI
Ding Wang, Zihang Zhou, Menghua Li, Jin Ren, Junfei Qiao (2023). Event‐based robust performance guarantee for nonaffine plants via system identification. International Journal of Robust and Nonlinear Control.DOI
Junfei Qiao, Dapeng Li, Honggui Han (2023). Neural Network-Based Adaptive Tracking Control for Denitrification and Aeration Processes With Time Delays. IEEE Transactions on Neural Networks and Learning Systems.DOI
Honggui Han, Yucheng Liu, Ying Hou, Junfei Qiao (2023). Multi-modal multi-objective particle swarm optimization with self-adjusting strategy. Information Sciences.DOI
Qianqian Li, Zipeng Wang, Tingwen Huang, Huai‐Ning Wu, Han‐Xiong Li, Junfei Qiao (2023). Fault-Tolerant Stochastic Sampled-Data Fuzzy Control for Nonlinear Delayed Parabolic PDE Systems. IEEE Transactions on Fuzzy Systems.DOI
Xiaolong Wu, Wei Wang, Hongyan Yang, Honggui Han, Junfei Qiao (2023). Diversified Knowledge Transfer Strategy for Multitasking Particle Swarm Optimization. IEEE Transactions on Cybernetics.DOI
Canlin Cui, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao (2023). Multiscale Modeling Using GAN and Deep Forest Regression With Application to Dioxin Emission Soft Sensor. IEEE Transactions on Instrumentation and Measurement.DOI
Cuili Yang, Sheng Yuan Yang, Jian Tang, Junfei Qiao, Wen Yu (2023). Evolving Deep Delay Echo State Network for Effluent NH4-N Prediction in Wastewater Treatment Plants. IEEE Transactions on Instrumentation and Measurement.DOI
Chaofan Xu, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao (2023). Dioxin Emission Concentration Prediction Using the Selective Ensemble Algorithm Based on Bayesian Inference and Binary Tree. IEEE Transactions on Instrumentation and Measurement.DOI
Meng Li, Wenjing Li, Junfei Qiao (2022). Design of a modular neural network based on an improved soft subspace clustering algorithm. Expert Systems With Applications, Vol. 209.DOI
Mei Yang, Shengli Du, Honggui Han, Junfei Qiao (2022). Multi-objective Order Dispatching for Electronic Products Recycling Process. 《第33届中国过程控制会议论文集》.DOI
Honggui Han, Linlin Zhang, A. Yinga, Junfei Qiao (2022). Adaptive multiple selection strategy for multi-objective particle swarm optimization. Information Sciences.DOI
Honggui Han, Chenxuan Sun, Xiaolong Wu, Hongyan Yang, Nan Zhao, Jie Li, Junfei Qiao (2022). Dynamic–static model for monitoring wastewater treatment processes. Control Engineering Practice.DOI
Mingming Zhao, Ding Wang, Junfei Qiao, Lingzhi Hu (2022). Optimal trajectory tracking control for a class of nonlinear nonaffine systems via generalized N‐step value gradient learning. International Journal of Robust and Nonlinear Control.DOI
Ding Wang, Junlong Wu, Mingming Ha, Mingming Zhao, Menghua Li, Junfei Qiao (2022). Advanced Optimal Tracking Control With Stability Guarantee via Novel Value Learning Formulation. IEEE Transactions on Neural Networks and Learning Systems.DOI
Xiaoyang Sun, Ping Zhou, Jinliang Ding, Junfei Qiao (2022). Enhanced MPC based on unknown state estimation and control compensation. Journal of Process Control.DOI
Honggui Han, Chenxuan Sun, Xiaolong Wu, Hongyan Yang, Junfei Qiao (2022). Nonsingular Gradient Descent Algorithm for Interval Type-2 Fuzzy Neural Network. IEEE Transactions on Neural Networks and Learning Systems.DOI
Xu Zhang, Zipeng Wang, Huai‐Ning Wu, Xiaowei Zhang, Han‐Xiong Li, Junfei Qiao (2022). Robust Non-fragile $$H_{\infty }$$ Fuzzy Control for Uncertain Nonlinear-Delayed Hyperbolic PDE Systems. International Journal of Fuzzy Systems.DOI
Kang Li, Cuili Yang, Wei Wang, Junfei Qiao (2022). An improved stochastic configuration network for concentration prediction in wastewater treatment process. Information Sciences.DOI
Canlin Cui, Jian Tang, Heng Xia, Junfei Qiao, Wen Yu (2022). Virtual sample generation method based on generative adversarial fuzzy neural network. Neural Computing and Applications.DOI
Honggui Han, Jiacheng Zhang, Hongyan Yang, Ying Hou, Junfei Qiao (2022). Data-driven robust optimal control for nonlinear system with uncertain disturbances. Information Sciences.DOI
Junfei Qiao, Jiang-Long Zhou, Xi Meng (2022). A Multitask Learning Model for the Prediction of NOx Emissions in Municipal Solid Waste Incineration Processes. IEEE Transactions on Instrumentation and Measurement.DOI
Meng Li, Wenjing Li, Yin Su, Haoshan Duan, Junfei Qiao (2022). Design of a self-organizing modular neural network with inter-module connections. China Automation Congress (CAC).DOI
Honggui Han, Shijia Fu, Haoyuan Sun, Junfei Qiao (2022). Data-Driven Model-Predictive Control for Nonlinear Systems With Stochastic Sampling Interval. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Ding Wang, Junlong Wu, Lingzhi Hu, Junfei Qiao (2022). Discounted Near-Optimal Control of Affine Systems via a Progressive Cost Evolution Formulation. IEEE Transactions on Circuits & Systems II Express Briefs.DOI
Ting Shi, Pengyu Li, Wu Yang, Ailin Qi, Junfei Qiao (2022). Research on Air Quality Monitoring System Based on STM32 Single Chip Microcomputer. International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS).DOI
Yu Huo, Ding Wang, Junfei Qiao, Menghua Li (2022). Off-Policy Model-Free Learning for Multi-Player Non-Zero-Sum Games With Constrained Inputs. IEEE Transactions on Circuits and Systems I Regular Papers.DOI
Heng Xia, Jian Tang, Wen Yu, Canlin Cui, Junfei Qiao (2022). Takagi–Sugeno Fuzzy Regression Trees With Application to Complex Industrial Modeling. IEEE Transactions on Fuzzy Systems.DOI
Dingyuan Chen, Cuili Yang, Junfei Qiao (2022). Fuzzy Neural Network Based Tracking Control of Dissolved Oxgen in WWTP. IEEE International Symposium on Product Compliance Engineering - Asia (ISPCE-ASIA).DOI
Heng Xia, Jian Tang, Wen Yu, Junfei Qiao (2022). Tree Broad Learning System for Small Data Modeling. IEEE Transactions on Neural Networks and Learning Systems.DOI
Zipeng Wang, Xu Zhang, Huai‐Ning Wu, Mohammed Chadli, Tingwen Huang, Junfei Qiao (2022). Dynamic Fuzzy Boundary Output Feedback Control for Nonlinear Delayed Parabolic Partial Differential Equation Systems Under Noncollocated Boundary Measurement. IEEE Transactions on Fuzzy Systems.DOI
Yongze Lin, Junfei Qiao, Jing Bi, Haitao Yuan, Han Gao, MengChu Zhou (2022). Hybrid Water Quality Prediction with Graph Attention and Spatio-Temporal Fusion. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics.DOI
Jing Bi, Zexian Chen, Haitao Yuan, Yongze Lin, Junfei Qiao (2022). Hybrid Prediction for Water Quality with Bidirectional LSTM and Temporal Attention. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics.DOI
Jing Bi, Zichao Wang, Haitao Yuan, Kun Ni, Junfei Qiao (2022). Multi-indicator Water Time Series Imputation with Autoregressive Generative Adversarial Networks. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics.DOI
Jing Bi, Chunhui Zhang, Haitao Yuan, Ziyue Guan, Junfei Qiao (2022). Multi-indicator Water Quality Prediction with ProbSparse Self-attention and Generative Decoder. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics.DOI
Jing Bi, Jun Zhang, Haitao Yuan, Junfei Qiao (2022). Integrated Spatio-Temporal Prediction for Water Quality with Graph Attention Network and WaveNet. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics.DOI
Luyao Zhang, Jing Bi, Haitao Yuan, Jun Zhang, Junfei Qiao (2022). Hybrid Water Quality Prediction with Bidirectional Long Short-Term Memory and Encoder-Decoder. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics.DOI
Jing Bi, Kun Ni, Haitao Yuan, Junfei Qiao (2022). LBPSC: A Hybrid Prediction Model for Chinese Named Entity Recognition in Water Environment. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics.DOI
Honggui Han, Xing Bai, Ying Hou, Junfei Qiao (2022). Adaptive multi-task optimization strategy for wastewater treatment process. Journal of Process Control.DOI
Ding Wang, Lingzhi Hu, Junfei Qiao (2022). Multi‐event‐triggered adaptive critic control with guaranteed cost for discrete‐time nonlinear nonzero‐sum games. International Journal of Robust and Nonlinear Control.DOI
Menghua Li, Ding Wang, Junfei Qiao (2022). Neural critic learning for tracking control design of constrained nonlinear multi-person zero-sum games. Neurocomputing.DOI
Shengli Du, Lijun Zhu, Honggui Han, Junfei Qiao (2022). Cooperative relay pursuit with input saturation constraint and external disturbances. International Journal of Robust and Nonlinear Control.DOI
Honggui Han, Tong Wang, Haoyuan Sun, Xiaolong Wu, Wen Li, Junfei Qiao (2022). Fuzzy super-twisting sliding mode control for municipal wastewater nitrification process. Science China Technological Sciences.DOI
Ding Wang, Lingzhi Hu, Mingming Zhao, Junfei Qiao (2022). Dual Event-Triggered Constrained Control Through Adaptive Critic for Discrete-Time Zero-Sum Games. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Honggui Han, Chenyang Wang, Haoyuan Sun, Junfei Qiao (2022). Data-based robust model predictive control for wastewater treatment process. Journal of Process Control.DOI
Ding Wang, Lingzhi Hu, Junfei Qiao (2022). Adaptive optimal tracking control with novel event‐triggered formulation for a type of nonlinear systems. International Journal of Adaptive Control and Signal Processing.DOI
Mingming Zhao, Ding Wang, Mingming Ha, Junfei Qiao (2022). Evolving and Incremental Value Iteration Schemes for Nonlinear Discrete-Time Zero-Sum Games. IEEE Transactions on Cybernetics.DOI
Honggui Han, Shijia Fu, Haoyuan Sun, Junfei Qiao (2022). Data-Driven Multimodel Predictive Control for Multirate Sampled-Data Nonlinear Systems. IEEE Transactions on Automation Science and Engineering.DOI
Honggui Han, Cong Chen, Haoyuan Sun, Junfei Qiao (2022). Multi-objective integrated optimal control for a wastewater treatment process. Control Engineering Practice.DOI
Haitao Guo, Jian Tang, Heng Xia, Junfei Qiao (2022). Construction of Combustion Line Quantification Data Set for Municipal Solid Waste Incineration Process. International Conference on Industrial Artificial Intelligence (IAI).DOI
Junfei Qiao, Su Yin, Cuili Yang (2022). Online-Growing Neural Network Control for Dissolved Oxygen Concentration. IEEE Transactions on Industrial Informatics.DOI
Zheng Liu, Honggui Han, Hongyan Yang, Junfei Qiao (2022). Design of Broad Learning-Based Self-Healing Predictive Control for Sludge Bulking in Wastewater Treatment Process. IEEE Transactions on Industrial Informatics.DOI
Zheng Liu, Honggui Han, Hongyan Yang, Junfei Qiao (2022). Knowledge-Aided and Data-Driven Fuzzy Decision Making for Sludge Bulking. IEEE Transactions on Fuzzy Systems.DOI
Haoyuan Sun, Honggui Han, Jian Qiao Sun, Hongyan Yang, Junfei Qiao (2022). Security Control of Sampled-Data T–S Fuzzy Systems Subject to Cyberattacks and Successive Packet Losses. IEEE Transactions on Fuzzy Systems.DOI
Wenjing Li, Xiaoxiao Wang, Honggui Han, Junfei Qiao (2022). A PLS-based pruning algorithm for simplified long–short term memory neural network in time series prediction. Knowledge-Based Systems.DOI
Shengli Du, Qiushuo Yan, Junfei Qiao (2022). Robust secure consensus of multiagent systems with DoS attacks. Transactions of the Institute of Measurement and Control.DOI
Haixu Ding, Jian Tang, Junfei Qiao (2022). MIMO modeling and multi-loop control based on neural network for municipal solid waste incineration. Control Engineering Practice.DOI
Haoshan Duan, Xi Meng, Jian Tang, Junfei Qiao (2022). Prediction of NOx concentration using modular long short-term memory neural network for municipal solid waste incineration. Chinese Journal of Chemical Engineering.DOI
Dapeng Li, Honggui Han, Junfei Qiao (2022). Adaptive Neural Control of Time-Varying Constrained Direct-Current Motor System with Input Saturation. 《第41届中国控制会议论文集(1)》.DOI
Honggui Han, Lu Zhang, Junfei Qiao (2022). Dynamic Optimal Control for Wastewater Treatment Process Under Multiple Operating Conditions. IEEE Transactions on Automation Science and Engineering.DOI
Honggui Han, Hongxu Liu, Junfei Qiao (2022). Data-Knowledge-Driven Self-Organizing Fuzzy Neural Network. IEEE Transactions on Neural Networks and Learning Systems.DOI
Honggui Han, Jiacheng Zhang, Ying Hou, Junfei Qiao (2022). Robust Optimal Control for Wastewater Treatment Process With Uncertain Time Delays. IEEE Transactions on Industrial Informatics.DOI
Gongming Wang, Jing Bi, Qing‐Shan Jia, Junfei Qiao, Lei Wang (2022). Event-Driven Model Predictive Control With Deep Learning for Wastewater Treatment Process. IEEE Transactions on Industrial Informatics.DOI
Anqi Fu, Junfei Qiao (2022). Periodic decentralized event-triggered control for nonlinear systems with asynchronous update and dynamic quantization. Nonlinear Dynamics.DOI
Ding Wang, Junlong Wu, Jin Ren, Junfei Qiao (2022). Online Value Iteration for Intelligent Discounted Tracking Design of Constrained Systems. IEEE Transactions on Circuits & Systems II Express Briefs.DOI
Honggui Han, Honggui Han, Meiting Sun, Huayun Han, Huayun Han, Xiaolong Wu, Junfei Qiao (2022). Univariate imputation method for recovering missing data in wastewater treatment process. Chinese Journal of Chemical Engineering.DOI
Lijie Jia, Wenjing Li, Junfei Qiao (2022). An online adjusting RBF neural network for nonlinear system modeling. Applied Intelligence.DOI
Shengli Du, Qingda Zhang, Honggui Han, Haoyuan Sun, Junfei Qiao (2022). Event-triggered model predictive control of wastewater treatment plants. Journal of Water Process Engineering.DOI
Honggui Han, Cong Chen, Haoyuan Sun, Shengli Du, Junfei Qiao (2022). Multi-objective model predictive control with gradient eigenvector algorithm. Information Sciences.DOI
Honggui Han, Chenhui Qin, Haoyuan Sun, Hongyan Yang, Junfei Qiao (2022). Piecewise Sliding-Mode Control for Sludge Bulking Under Multiple Operating Conditions. IEEE Transactions on Industrial Informatics.DOI
Shengli Du, Jiangtao Dong, Xu Li, Junfei Qiao (2022). Stability and stabilization for switched positive systems under a weighted MDADT method. Journal of the Franklin Institute.DOI
Yin Su, Cuili Yang, Junfei Qiao (2022). Effluent ammonia nitrogen prediction using a phase space reconstruction method combining pipelined recurrent wavelet neural network. Applied Soft Computing.DOI
Haijun He, Xi Meng, Jian Tang, Junfei Qiao (2022). A novel self-organizing TS fuzzy neural network for furnace temperature prediction in MSWI process. Neural Computing and Applications.DOI
Cuili Yang, Kaizhe Nie, Junfei Qiao, Danlei Wang (2022). Robust echo state network with sparse online learning. Information Sciences.DOI
Yingying Cui, Xi Meng, Junfei Qiao (2022). A multi-objective particle swarm optimization algorithm based on two-archive mechanism. Applied Soft Computing.DOI
Yingbo Xie, Ding Wang, Junfei Qiao (2022). Dynamic multi-objective intelligent optimal control toward wastewater treatment processes. Science China Technological Sciences.DOI
Heng Xia, Jian Tang, Junfei Qiao, Jian Zhang, Wen Yu (2022). DF classification algorithm for constructing a small sample size of data-oriented DF regression model. Neural Computing and Applications.DOI
Yingbo Xie, Shengxiang Yang, Ding Wang, Junfei Qiao, Baocai Yin (2022). Dynamic Transfer Reference Point-Oriented MOEA/D Involving Local Objective-Space Knowledge. IEEE Transactions on Evolutionary Computation.DOI
Zheng Liu, Honggui Han, Lixin Dong, Hongyan Yang, Junfei Qiao (2022). Intelligent decision method of sludge bulking using recursive kernel principal component analysis and Bayesian network. Control Engineering Practice.DOI
Ke Gu, Hongyan Liu, Jing Liu, Xiaofeng Yu, Ting Shi, Junfei Qiao (2022). Air Pollution Prediction in Mass Rallies With a New Temporally-Weighted Sample-Based Multitask Learner. IEEE Transactions on Instrumentation and Measurement.DOI
Ke Gu, Jing Liu, Shuang Shi, Shuangyi Xie, Ting Shi, Junfei Qiao (2022). Self-Organizing Multichannel Deep Learning System for River Turbidity Monitoring. IEEE Transactions on Instrumentation and Measurement.DOI
Ke Xu, Huanqing Wang, Qiang Zhang, Ming Chen, Junfei Qiao, Ben Niu (2021). Command-filter-based adaptive neural tracking control for strict-feedback stochastic nonlinear systems with input dead-zone. International Journal Of Systems Science, Vol. 520, No. 11.DOI
Wenqiang Shi, Wenjing Li, Junfei Qiao (2021). Effluent BOD Concentration Prediction in Wastewater Treatment Process Based on MIC and RBFNN. 《第33届中国控制与决策会议论文集(1)》.DOI
Hao Zhang, Xi Meng, Jian Tang, Zixuan Wang, Haoshan Duan, Junfei Qiao (2021). Recognition of Combustion Conditions in MSWI Process Using Convolutional Neural Network. 《第33届中国控制与决策会议论文集(4)》.DOI
Xuefeng Wang, Wenjing Li, Junfei Qiao (2021). A weight initialization method for fuzzy neural network based on rule partition. 《第33届中国控制与决策会议论文集(4)》.DOI
Dandan Wang, Jian Tang, Zihao Guo, Junfei Qiao (2021). Prediction of Dioxin Emission Concentration from Municipal Solid Waste Incineration Process Based on PSO and Equispaced Interpolation. 《第33届中国控制与决策会议论文集(10)》.DOI
Qi-Li Chen, Jiu-He Wang, Junfei Qiao, Ming-Yi Zou (2021). Optimizations on unknown low-dimensional structures given by high-dimensional data. Soft Computing - A Fusion of Foundations, Methodologies and Applications.DOI
Ding Wang, Lingzhi Hu, Mingming Zhao, Junfei Qiao (2021). Adaptive Critic for Event-Triggered Unknown Nonlinear Optimal Tracking Design With Wastewater Treatment Applications. IEEE Transactions on Neural Networks and Learning Systems.DOI
Lei Wang, Zhong Su, Junfei Qiao, Feng Deng (2021). A pseudo-inverse decomposition-based self-organizing modular echo state network for time series prediction. Applied Soft Computing.DOI
Zheng Liu, Honggui Han, Junfei Qiao (2021). A Knowledge Transfer-based Fuzzy Broad Learning System for Modeling Nonlinear Systems. International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS).DOI
Honggui Han, Shijia Fu, Haoyuan Sun, Junfei Qiao (2021). Hierarchical nonlinear model predictive control with multi-time-scale for wastewater treatment process. Journal of Process Control.DOI
Nan Guo, Ke Gu, Junfei Qiao, Hantao Liu (2021). Active Vision for Deep Visual Learning: A Unified Pooling Framework. IEEE Transactions on Industrial Informatics.DOI
Haixu Ding, Jian Guo Tang, Junfei Qiao (2021). Multi-input and multi-output modeling method based on T-S fuzzy neural network and its application. International Conference on Industrial Artificial Intelligence (IAI).DOI
Zhonglin Chen, Cuili Yang, Junfei Qiao (2021). The optimal design and application of LSTM neural network based on the hybrid coding PSO algorithm. The Journal of Supercomputing.DOI
Hongye Zhang, Cuili Yang, Junfei Qiao (2021). Emotional Neural Network Based on Improved CLPSO Algorithm For Time Series Prediction. Neural Processing Letters.DOI
Ting Shi, Wu Yang, Junfei Qiao (2021). Research on Nonlinear Systems Modeling Methods Based on Neural Networks. Proceedings of 2021 5th International Conference on Electrical,Automation and Mechanical Engineering(EAME2021).DOI
Wen Xu, Jian Tang, Heng Xia, Jian Zhang, Wen Yu, Junfei Qiao (2021). A Semi-supervised Modeling Method for Dioxin Emission Prediction Based on Random Forest. Asian Conference on Artificial Intelligence Technology (ACAIT).DOI
Nan Guo, Ke Gu, Junfei Qiao (2021). Flare Soot Monitoring Based on Thermal Infrared Image Processing and Attention-based Meta-learning. China Automation Congress (CAC).DOI
Jiang-Long Zhou, Haoshan Duan, Xi Meng, Junfei Qiao (2021). Prediction of NOx emissions based on CSO-RBF Neural Network for Municipal Solid Waste Incineration. China Automation Congress (CAC).DOI
Xiaotong Pan, Jian Tang, Haixu Ding, Haoshan Duan, Junfei Qiao (2021). Air Volume Setting Model of Municipal Solid Waste Incineration Process Based on Color Moment Features of Combustion Flame. China Automation Congress (CAC).DOI
Yazhen Zhou, Shuang Shi, Hongyan Liu, Yonghui Zhang, Ke Gu, Junfei Qiao (2021). Remote Sensing Inversion for River Turbidity Estimation Based on Noise Injection and Ensemble Learning. China Automation Congress (CAC).DOI
Meng Li, Wenjing Li, Junfei Qiao (2021). Design of a locally interconnected modular neural network. China Automation Congress (CAC).DOI
Ting Shi, Yang Wu, Junfei Qiao (2021). Urban PM2.5 prediction based on temporal convolution network. International Conference on Neural Networks, Information and Communication Engineering (NNICE).DOI
Honggui Han, Chenxuan Sun, Xiaolong Wu, Hongyan Yang, Junfei Qiao (2021). Training Fuzzy Neural Network via Multiobjective Optimization for Nonlinear Systems Identification. IEEE Transactions on Fuzzy Systems.DOI
Xi Meng, Jian Tang, Junfei Qiao (2021). NOx Emissions Prediction With a Brain-Inspired Modular Neural Network in Municipal Solid Waste Incineration Processes. IEEE Transactions on Industrial Informatics.DOI
Honggui Han, Qi Zhen, Hongyan Yang, Yongping Du, Junfei Qiao (2021). Mobile phone recognition method based on bilinear convolutional neural network. Science China Technological Sciences.DOI
Nan Guo, Kexin Di, Hongyan Liu, Yifei Wang, Junfei Qiao (2021). A metric-based meta-learning approach combined attention mechanism and ensemble learning for few-shot learning. Displays.DOI
Yu Huo, Ding Wang, Junfei Qiao (2021). Adaptive critic optimization to decentralized event‐triggered control of continuous‐time nonlinear interconnected systems. Optimal Control Applications and Methods.DOI
Ke Gu, Hongyan Liu, Zhifang Xia, Junfei Qiao, Weisi Lin, Daniël Thalmann (2021). PM₂.₅ Monitoring: Use Information Abundance Measurement and Wide and Deep Learning. IEEE Transactions on Neural Networks and Learning Systems.DOI
Ruyue Yang, Ding Wang, Junfei Qiao (2021). Policy Gradient Adaptive Critic Design With Dynamic Prioritized Experience Replay for Wastewater Treatment Process Control. IEEE Transactions on Industrial Informatics.DOI
Shengli Du, Wenying Xu, Junfei Qiao, Daniel W. C. Ho (2021). Resilient Output Synchronization of Heterogeneous Multiagent Systems With DoS Attacks Under Distributed Event-/Self-Triggered Control. IEEE Transactions on Neural Networks and Learning Systems.DOI
Ding Wang, Mingming Zhao, Mingming Ha, Junfei Qiao (2021). Discounted near‐optimal regulation of constrained nonlinear systems via generalized value iteration. International Journal of Robust and Nonlinear Control.DOI
Huanqing Wang, Ke Wen Xu, Peter Xiaoping Liu, Junfei Qiao (2021). Adaptive Fuzzy Fast Finite-Time Dynamic Surface Tracking Control for Nonlinear Systems. IEEE Transactions on Circuits and Systems I Regular Papers.DOI
Haixu Ding, Jian Tang, Junfei Qiao (2021). Control Methods of Municipal Solid Wastes Incineration Process: A Survey. 《第40届中国控制会议论文集(2)》.DOI
Jiabin Zhuang, Jian Tang, Junfei Qiao (2021). Numerical Simulation of Municipal Solid Waste Incineration Process Based on Chemical Process Simulation Software. 《第40届中国控制会议论文集(3)》.DOI
Dandan Wang, Jian Tang, Junfei Qiao (2021). Review of VSG for industrial process data regression modeling. 《第40届中国控制会议论文集(3)》.DOI
Xiaolong Wu, Honggui Han, Huijuan Zhang, Junfei Qiao (2021). Intelligent Warning of Membrane Fouling Based on Robust Deep Neural Network. International Journal of Fuzzy Systems.DOI
Honggui Han, Hongxu Liu, Junfei Qiao (2021). Knowledge-Data-Driven Flexible Switching Control for Wastewater Treatment Process. IEEE Transactions on Control Systems Technology.DOI
Gongming Wang, Qing‐Shan Jia, MengChu Zhou, Jing Bi, Junfei Qiao, Abdullah M. Abusorrah (2021). Artificial neural networks for water quality soft-sensing in wastewater treatment: a review. Artificial Intelligence Review.DOI
Dapeng Li, Honggui Han, Junfei Qiao (2021). Observer-Based Adaptive Fuzzy Control for Nonlinear State-Constrained Systems Without Involving Feasibility Conditions. IEEE Transactions on Cybernetics.DOI
Ding Wang, Mingming Zhao, Junfei Qiao (2021). Intelligent optimal tracking with asymmetric constraints of a nonlinear wastewater treatment system. International Journal of Robust and Nonlinear Control.DOI
Honggui Han, Jiacheng Zhang, Shengli Du, Haoyuan Sun, Junfei Qiao (2021). Robust optimal control for anaerobic-anoxic-oxic reactors. Science China Technological Sciences.DOI
Gongming Wang, Junfei Qiao, Caixia Liu, Zhaoxu Shen (2021). How Deep Is Deep Enough for Deep Belief Network for Approximating Model Predictive Control Law. IEEE Transactions on Automation Science and Engineering.DOI
Gongming Wang, Junfei Qiao (2021). An Efficient Self-Organizing Deep Fuzzy Neural Network for Nonlinear System Modeling. IEEE Transactions on Fuzzy Systems.DOI
Honggui Han, Zheng Liu, Jiaming Li, Junfei Qiao (2021). Design of Syncretic Fuzzy-Neural Control for WWTP. IEEE Transactions on Fuzzy Systems.DOI
Honggui Han, Zheng Liu, Hongxu Liu, Junfei Qiao, C. L. Philip Chen (2021). Type-2 Fuzzy Broad Learning System. IEEE Transactions on Cybernetics.DOI
Honggui Han, Hongxu Liu, Zheng Liu, Junfei Qiao (2021). Interactive Transfer Learning-Assisted Fuzzy Neural Network. IEEE Transactions on Fuzzy Systems.DOI
Nan Guo, Ke Gu, Junfei Qiao, Jing Bi (2021). Improved deep CNNs based on Nonlinear Hybrid Attention Module for image classification. Neural Networks.DOI
Liguo Zhang, Xiaoli Li, Jianru Hao, Junfei Qiao (2021). Boundary Observer Design for Stochastic Phase Transition Models of Nonequilibrium Traffic Flow. IEEE Transactions on Automatic Control.DOI
Xi Meng, Yin Zhang, Junfei Qiao (2021). An adaptive task-oriented RBF network for key water quality parameters prediction in wastewater treatment process. Neural Computing and Applications.DOI
Jian Tang, Heng Xia, Jian Zhang, Junfei Qiao, Wen Yu (2021). Deep forest regression based on cross-layer full connection. Neural Computing and Applications.DOI
Gongming Wang, Qing‐Shan Jia, MengChu Zhou, Jing Bi, Junfei Qiao (2021). Soft-sensing of Wastewater Treatment Process via Deep Belief Network with Event-triggered Learning. Neurocomputing.DOI
Sanyi Li, Shengxiang Yang, Yanfeng Wang, Weichao Yue, Junfei Qiao (2021). A modular neural network-based population prediction strategy for evolutionary dynamic multi-objective optimization. Swarm and Evolutionary Computation.DOI
Honggui Han, Lixin Dong, Junfei Qiao (2021). Data-knowledge-driven diagnosis method for sludge bulking of wastewater treatment process. Journal of Process Control.DOI
Xiaolong Wu, Honggui Han, Junfei Qiao (2021). Data-Driven Intelligent Warning Method for Membrane Fouling. IEEE Transactions on Neural Networks and Learning Systems.DOI
Jian Zhi Sun, Xi Meng, Junfei Qiao (2021). Prediction of Oxygen Content Using Weighted PCA and Improved LSTM Network in MSWI Process. IEEE Transactions on Instrumentation and Measurement.DOI
Heng Xia, Jian Tang, Junfei Qiao, Aijun Yan, Zihao Guo (2020). Soft Measuring Method of Dioxin Emission Concentration for MSWI Process Based on RF and GBDT. 《第32届中国控制与决策会议论文集(5)》.DOI
Lijie Jia, Wenjing Li, Junfei Qiao (2020). Design of RBF Neural Network Based on Improved Canopy-K-means algorithm. HPCCT/BDAI.DOI
Junfei Qiao, Zengzeng He, Shengli Du (2020). Prediction of $${\mathrm{PM}}_{2.5}$$ concentration based on multi-source data and self-organizing fuzzy neural network. SN Applied Sciences.DOI
Shengli Du, Xudong Zhao, Junfei Qiao, Guangdeng Zong (2020). Guaranteed cost stabilization control of discrete‐time switched systems. IET Control Theory and Applications.DOI
Wei Li, Junfei Qiao, Xiao‐Jun Zeng (2020). Online and Self-Learning Approach to the Identification of Fuzzy Neural Networks. IEEE Transactions on Fuzzy Systems.DOI
Honggui Han, Qian Zhang, Zheng Liu, Junfei Qiao (2020). Knowledge-Based Fuzzy Broad Learning Algorithm for Warning Membrane Fouling. International Journal of Fuzzy Systems.DOI
Zhang Li, Honggui Han, Junfei Qiao (2020). Dynamic Multiobjective Optimal Control with Knowledge-Decision for Wastewater Treatment Process. International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS).DOI
Lei Wang, Zhong Su, Junfei Qiao, Cuili Yang (2020). Design of sparse Bayesian echo state network for time series prediction. Neural Computing and Applications.DOI
Xiaotian Xie, Ke Gu, Junfei Qiao (2020). A New Anomaly Detector of Flare Pilot Based on Siamese Network. Chinese Automation Congress.DOI
Yingying Cui, Junfei Qiao, Xi Meng (2020). Multi-stage multi-objective particle swarm optimization algorithm based on the evolutionary information of population. Chinese Automation Congress.DOI
Jingjiao Dong, Wenjing Li, Junfei Qiao (2020). Time series prediction based on fuzzy-membership cerebellar model neural network with differential evolution. Chinese Automation Congress.DOI
Heng Xia, Jian Tang, Junfei Qiao (2020). Deep Forest Regression Based on Dynamic State Transition Optimization Algorithm. Chinese Automation Congress.DOI
Honggui Han, Hongxu Liu, Jiaming Li, Junfei Qiao (2020). Cooperative Fuzzy-Neural Control for Wastewater Treatment Process. IEEE Transactions on Industrial Informatics.DOI
Heng Xia, Jian Tang, Junfei Qiao, Wen Yu (2020). Multi-sliced Sampling-based Deep Forest Regression Algorithm for High-dimension Data. International Conference on Industrial Artificial Intelligence (IAI).DOI
Xuemeng Li, Wei Chai, Tong Liu, Junfei Qiao (2020). Fault detection of dissolved oxygen sensor in wastewater treatment plants. Proceedings of the Annual Conference of the IEEE Industrial Electronics Society.DOI
Junfei Qiao, Xin Guo, Wenjing Li (2020). An online self-organizing modular neural network for nonlinear system modeling. Applied Soft Computing.DOI
Shengli Du, Qiushuo Yan, Junfei Qiao (2020). Event-triggered PID control for wastewater treatment plants. Journal of Water Process Engineering.DOI
Gongming Wang, Qing‐Shan Jia, Junfei Qiao, Jing Bi, MengChu Zhou (2020). Deep Learning-Based Model Predictive Control for Continuous Stirred-Tank Reactor System. IEEE Transactions on Neural Networks and Learning Systems.DOI
Haixu Ding, Wenjing Li, Junfei Qiao (2020). A self-organizing recurrent fuzzy neural network based on multivariate time series analysis. Neural Computing and Applications.DOI
Yingbo Xie, Junfei Qiao, Ding Wang, Baocai Yin (2020). A novel decomposition-based multiobjective evolutionary algorithm using improved multiple adaptive dynamic selection strategies. Information Sciences.DOI
Yonghui Zhang, Ke Gu, Zhifang Xia, Junfei Qiao (2020). Photo-Based Monitoring of Particulate Matter in the Campus: A New Strategy for Student Health. Proceedings of 2020 International Conference on Green Energy, Environment and Sustainable Development (GEESD 2020).DOI
Wenjing Li, Minghui Chu, Junfei Qiao (2020). A pruning feedforward small-world neural network based on Katz centrality for nonlinear system modeling. Neural Networks.DOI
Haijun He, Xi Meng, Jian Tang, Junfei Qiao, Zihao Guo (2020). Prediction of MSWI furnace temperature based on TS fuzzy neural network. 《第三十九届中国控制会议论文集(5)》.DOI
Zijian Sun, Jian Tang, Junfei Qiao, Chengyu Cui (2020). Review of Concept Drift Detection Method for Industrial Process Modeling. 《第三十九届中国控制会议论文集(5)》.DOI
Heng Xia, Jian Tang, Qiumei Cong, Junfei Qiao, Zhe Xu (2020). Dioxin Emission Concentration Forecasting Model for MSWI Process with Random Forest-Based Transfer Learning. 《第三十九届中国控制会议论文集(5)》.DOI
Zihao Guo, Jian Tang, Junfei Qiao, Haijun He (2020). Dioxin Emission Concentration Soft Measurement Model of MSWI Process Based on Unmarked Samples and Improved Deep Belief Network. 《第三十九届中国控制会议论文集(5)》.DOI
Xi Meng, Limin Quan, Junfei Qiao (2020). A Self-Organizing Modular Neural Network for Nonlinear System Modeling.DOI
Yonghui Zhang, Ke Gu, Zhifang Xia, Junfei Qiao (2020). Air Quality Controlling-Oriented Highly Efficient Method for Monitoring Particulate Matters. 《第三十九届中国控制会议论文集(6)》.DOI
Wenjing Li, Meng Li, Junkai Zhang, Junfei Qiao (2020). Design of a self-organizing reciprocal modular neural network for nonlinear system modeling. Neurocomputing.DOI
Ding Wang, Mingming Ha, Junfei Qiao (2020). Data-Driven Iterative Adaptive Critic Control Toward an Urban Wastewater Treatment Plant. IEEE Transactions on Industrial Electronics.DOI
Ke Gu, Yonghui Zhang, Junfei Qiao (2020). Random Forest Ensemble for River Turbidity Measurement From Space Remote Sensing Data. IEEE Transactions on Instrumentation and Measurement.DOI
Junfei Qiao, Xin Guo, Wenjing Li (2020). An online self-organizing algorithm for feedforward neural network. Neural Computing and Applications.DOI
Honggui Han, Huijuan Zhang, Junfei Qiao (2020). Robust Deep Neural Network Using Fuzzy Denoising Autoencoder. International Journal of Fuzzy Systems.DOI
Junfei Qiao, Limin Quan, Cuili Yang (2020). Design of modeling error PDF based fuzzy neural network for effluent ammonia nitrogen prediction. Applied Soft Computing.DOI
Ke Gu, Yonghui Zhang, Junfei Qiao (2020). Vision-Based Monitoring of Flare Soot. IEEE Transactions on Instrumentation and Measurement.DOI
Ding Wang, Mingming Ha, Junfei Qiao, Jun Yan, Yingbo Xie (2020). Data-based composite control design with critic intelligence for a wastewater treatment platform. Artificial Intelligence Review.DOI
Junfei Qiao, Zengzeng He, Shengli Du (2020). Prediction of $$\hbox {PM}_{2.5}$$ concentration based on weighted bagging and image contrast-sensitive features. Stochastic Environmental Research and Risk Assessment.DOI
Junfei Qiao, Longyang Wang (2020). Nonlinear system modeling and application based on restricted Boltzmann machine and improved BP neural network. Applied Intelligence.DOI
Cuili Yang, Xinxin Zhu, Junfei Qiao, Kaizhe Nie (2020). Forward and backward input variable selection for polynomial echo state networks. Neurocomputing.DOI
Honggui Han, Huijuan Zhang, Zheng Liu, Junfei Qiao (2020). Data-driven decision-making for wastewater treatment process. Control Engineering Practice.DOI
Junfei Qiao, Fei Li, Cuili Yang, Wenjing Li, Ke Gu (2020). A self-organizing RBF neural network based on distance concentration immune algorithm. IEEE/CAA Journal of Automatica Sinica.DOI
Liguo Zhang, Christophe Prieur, Junfei Qiao (2020). Local Proportional-Integral Boundary Feedback Stabilization for Quasilinear Hyperbolic Systems of Balance Laws. SIAM Journal on Control and Optimization.DOI
Cuili Yang, Zhanhong Wu, Junfei Qiao (2020). Design of Echo State Network with Coordinate Descent Method and $$l_1$$ Regularization. Communications in computer and information science.DOI
Liguo Zhang, Christophe Prieur, Junfei Qiao (2019). PI boundary control of linear hyperbolic balance laws with stabilization of ARZ traffic flow models. Systems & Control Letters, Vol. 123.DOI
Qili Chen, Guangyuan Pan, Junfei Qiao, Ming Yu (2019). Research on a Continuous Deep Belief Network for Feature Learning of Time Series Prediction. 《第31届中国控制与决策会议》.
Jian Tang, Junfei Qiao, Zhe Xu, Wen Yu (2019). Comparative Study of Latent Structure Modeling Approaches with Its Application to Prediction Dioxin Emission Concentration. 《第31届中国控制与决策会议论文集(2)》.
Peng Chang, Junfei Qiao, Xiang-Yu Zhang, Ruiwei Lu (2019). Phase Partition and Fault Diagnosis of Batch Process Based on KECA Angular Similarity. IEEE Access.DOI
Gongming Wang, Junfei Qiao, Jing Bi, Qing‐Shan Jia, MengChu Zhou (2019). An Adaptive Deep Belief Network With Sparse Restricted Boltzmann Machines. IEEE Transactions on Neural Networks and Learning Systems.DOI
Wenjing Li, Meng Li, Junfei Qiao, Xin Guo (2019). A feature clustering-based adaptive modular neural network for nonlinear system modeling. ISA Transactions.DOI
Haoshan Duan, Jian Tang, Junfei Qiao (2019). Recognition of Combustion Condition in MSWI Process Based on Multi-scale Color Moment Features and Random Forest. Chinese Automation Congress.DOI
Zihao Guo, Jian Tang, Junfei Qiao (2019). An Improved Virtual Sample Generation Technology based on Mega Trend Diffusion. Chinese Automation Congress.DOI
Haijun He, Jian Tang, Junfei Qiao (2019). Identification of MSWI Furnace Temperature Model Based on Weighted Adaptive Particle Swarm optimization. Chinese Automation Congress.DOI
Zijian Sun, Jian Tang, Junfei Qiao (2019). Double Window Concept Drift Detection Method Based on Sample Distribution Statistical Test. Chinese Automation Congress.DOI
Bao Zhu, Junfei Qiao (2019). Singular value decomposition based functional link learning machine and its application to process modeling. Chinese Automation Congress.DOI
Jingyao Wang, Junfei Qiao, Guanghui Wen, Zhisheng Duan, Tingwen Huang (2019). Rendezvous of Heterogeneous Multiagent Systems With Nonuniform Time-Varying Information Delays: An Adaptive Approach. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Wei Li, Junfei Qiao, Xiao‐Jun Zeng, Shengli Du (2019). Identification and simplification of T-S fuzzy neural networks based on incremental structure learning and similarity analysis. Fuzzy Sets and Systems.DOI
Gongming Wang, Qing‐Shan Jia, Junfei Qiao, Jing Bi, Caixia Liu (2019). A sparse deep belief network with efficient fuzzy learning framework. Neural Networks.DOI
Gongming Wang, Junfei Qiao, Jing Bi, MengChu Zhou (2019). An Efficient Deep Belief Network with Fuzzy Learning for Nonlinear System Modeling. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics.DOI
Zohaib Ahmad, Kaizhe Nie, Junfei Qiao, Cuili Yang (2019). Hybrid Structure Based PSO for ESN Optimization.DOI
Jian Tang, Junfei Qiao, Zhuo Liu, Ning Sheng, Wen Yu, Gang Yu (2019). Dual-layer optimized selective information fusion using multi-source multi-component mechanical signals for mill load parameters forecasting. Mechanical Systems and Signal Processing.DOI
Chang Peng, Junfei Qiao, Ruiwei Lu, Xiangyu Zhang (2019). Multiphase batch process monitoring based on higher‐order cumulant analysis. The Canadian Journal of Chemical Engineering.DOI
Honggui Han, Zheng Liu, Ying Hou, Junfei Qiao (2019). Data-Driven Multiobjective Predictive Control for Wastewater Treatment Process. IEEE Transactions on Industrial Informatics.DOI
Honggui Han, Zheng Liu, Hongxu Liu, Junfei Qiao (2019). Knowledge-Data-Driven Model Predictive Control for a Class of Nonlinear Systems. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Xiaolong Wu, Honggui Han, Junfei Qiao (2019). A Self-Learning Sliding Mode Controller for Biological Wastewater Treatment System. International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS).DOI
Junfei Qiao, Fei Li, Shengxiang Yang, Cuili Yang, Wenjing Li, Ke Gu (2019). An adaptive hybrid evolutionary immune multi-objective algorithm based on uniform distribution selection. Information Sciences.DOI
Honggui Han, Lu Zhang, Hongxu Liu, Cuili Yang, Junfei Qiao (2019). Intelligent Optimal Control System With Flexible Objective Functions and Its Applications in Wastewater Treatment Process. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Xiaolong Wu, Honggui Han, Zheng Liu, Junfei Qiao (2019). Data-Knowledge-Based Fuzzy Neural Network for Nonlinear System Identification. IEEE Transactions on Fuzzy Systems.DOI
Honggui Han, Lu Zhang, Lin‐Lin Zhang, Zheng He, Junfei Qiao (2019). Cooperative Optimal Controller and Its Application to Activated Sludge Process. IEEE Transactions on Cybernetics.DOI
Ke Gu, Zhifang Xia, Junfei Qiao, Weisi Lin (2019). Deep Dual-Channel Neural Network for Image-Based Smoke Detection. IEEE Transactions on Multimedia.DOI
Honggui Han, Zheng Liu, Wei Lü, Ying Hou, Junfei Qiao (2019). Dynamic MOPSO-Based Optimal Control for Wastewater Treatment Process. IEEE Transactions on Cybernetics.DOI
Honggui Han, Hongxu Liu, Zheng Liu, Junfei Qiao (2019). Fault detection of sludge bulking using a self-organizing type-2 fuzzy-neural-network. Control Engineering Practice.DOI
Cuili Yang, Junfei Qiao, Zohaib Ahmad, Kaizhe Nie, Lei Wang (2019). Online sequential echo state network with sparse RLS algorithm for time series prediction. Neural Networks.DOI
Ding Wang, Junfei Qiao (2019). Approximate neural optimal control with reinforcement learning for a torsional pendulum device. Neural Networks.DOI
Ying-Xu Wang, Honggui Han, Min Guo, Junfei Qiao (2019). A self-organizing deep belief network based on information relevance strategy. Neurocomputing.DOI
Ke Gu, Zhifang Xia, Junfei Qiao (2019). Stacked Selective Ensemble for PM2.5 Forecast. IEEE Transactions on Instrumentation and Measurement.DOI
Ke Gu, Junfei Qiao, Sanghoon Lee, Hantao Liu, Weisi Lin, Patrick Le Callet (2019). Multiscale Natural Scene Statistical Analysis for No-Reference Quality Evaluation of DIBR-Synthesized Views. IEEE Transactions on Broadcasting.DOI
Longyang Wang, Junfei Qiao (2019). Research and Application of Deep Belief Network Based on Local Binary Pattern and Improved Weight Initialization. International Symposium on Autonomous Systems (ISAS).DOI
Honggui Han, Zheng Liu, Junfei Qiao (2019). Fuzzy Neural Network-Based Model Predictive Control for Dissolved Oxygen Concentration of WWTPs. International Journal of Fuzzy Systems.DOI
Liguo Zhang, Jianru Hao, Junfei Qiao (2019). Input-to-state stability of coupled hyperbolic PDE-ODE systems via boundary feedback control. Science China Information Sciences.DOI
Shengli Du, Hamid Reza Karimi, Junfei Qiao, Di Wu, Chao Feng (2019). Stability Analysis for a Class of Discrete-Time Switched Systems With Partial Unstable Subsystems. IEEE Transactions on Circuits & Systems II Express Briefs.DOI
Ke Gu, Xin Xu, Junfei Qiao, Qiuping Jiang, Weisi Lin, Daniël Thalmann (2019). Learning a Unified Blind Image Quality Metric via On-Line and Off-Line Big Training Instances. IEEE Transactions on Big Data.DOI
Hongbiao Zhou, Junfei Qiao (2019). Soft sensing of effluent ammonia nitrogen using rule automatic formation-based adaptive fuzzy neural network. Desalination and Water Treatment.DOI
Guanghui Yue, Ke Gu, Junfei Qiao (2019). Effective and Efficient Photo-Based PM2.5 Concentration Estimation. IEEE Transactions on Instrumentation and Measurement.DOI
Wenjing Li, Minghui Chu, Junfei Qiao (2019). Design of a hierarchy modular neural network and its application in multimodal emotion recognition. Soft Computing.DOI
Zohaib Ahmad, Cuili Yang, Junfei Qiao (2019). An Accelerated PSO Based Self-organizing RBF Neural Network for Nonlinear System Identification and Modeling. Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.DOI
Maoshen Liu, Ke Gu, Wu Li, Xin Xu, Junfei Qiao (2019). Learn a Deep Convolutional Neural Network for Image Smoke Detection. Communications in computer and information science.DOI
Zhuang Yang, Cuili Yang, Junfei Qiao (2019). Sewage Treatment Control Method Based on Genetic-SOFNN. Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.DOI
Cuili Yang, Xinxin Zhu, Junfei Qiao (2019). A Backward Learning Algorithm in Polynomial Echo State Networks. Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.DOI
Zohaib Ahmad, Kaizhe Nie, Junfei Qiao, Cuili Yang (2019). Batch Gradient Training Method with Smoothing $$l_0$$ Regularization for Echo State Networks. Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.DOI
Dingyuan Li, Fu Liu, Junfei Qiao, Rong Li (2018). Structure optimization for echo state network based on contribution. Tsinghua Science & Technology.DOI
Shengli Du, Junfei Qiao, Daniel W. C. Ho, Lijun Zhu (2018). Fixed-Time Cooperative Relay Tracking in Multiagent Surveillance Networks. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Hongbiao Zhou, Junfei Qiao (2018). Multiobjective optimal control for wastewater treatment process using adaptive MOEA/D. Applied Intelligence.DOI
Honggui Han, Xiaolong Wu, Hongxu Liu, Junfei Qiao (2018). An Efficient Optimization Method for Improving Generalization Performance of Fuzzy Neural Networks. IEEE Transactions on Fuzzy Systems.DOI
Junfei Qiao, Hongbiao Zhou, Cuili Yang, Shengxiang Yang (2018). A decomposition-based multiobjective evolutionary algorithm with angle-based adaptive penalty. Applied Soft Computing.DOI
Maoshen Liu, Ke Gu, Junfei Qiao (2018). Convolutional Neural Network for Smoke Image Super-Resolution. International Conference on Computer Science and Application Engineering (CSAE).DOI
Junfei Qiao, Xi Meng, Wenjing Li, Bogdan M. Wilamowski (2018). A novel modular RBF neural network based on a brain-like partition method. Neural Computing and Applications.DOI
Wei Zhang, Junfei Qiao (2018). Multi‐Variable Direct Self‐Organizing Fuzzy Neural Network Control for Wastewater Treatment Process. Asian Journal of Control.DOI
Shengli Du, Junfei Qiao, Wei Li (2018). Leader-following consensus for nonlinear multiagent systems with large delays. Transactions of the Institute of Measurement and Control.DOI
Jian Tang, Junfei Qiao, Zhuo Liu, Xiaojie Zhou, Gang Yu, Jianjun Zhao (2018). Mechanism characteristic analysis and soft measuring method review for ball mill load based on mechanical vibration and acoustic signals in the grinding process. Minerals Engineering.DOI
Jian Tang, Junfei Qiao, Wen Yu (2018). Selective Ensemble Modeling Approach based on Variable Importance of Projection With its Application1. IEEE International Conference on Information and Automation (ICIA).DOI
Honggui Han, Lu Zhang, Junfei Qiao (2018). Intelligent Optimal Control for Wastewater Treatment Process with Flexible Objective Functions. International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS).DOI
Honggui Han, Xiaolong Wu, Junfei Qiao (2018). Design of Robust Sliding Mode Control With Adaptive Reaching Law. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Junfei Qiao, Hongbiao Zhou (2018). Modeling of energy consumption and effluent quality using density peaks-based adaptive fuzzy neural network. IEEE/CAA Journal of Automatica Sinica.DOI
Jian Tang, Junfei Qiao, Zhuo Liu, Xiaojie Zhou, Gang Yu, Jianjun Zhao (2018). Optimized ensemble modeling based on feature selection using simple sphere criterion for multi-scale mechanical frequency spectrum. Soft Computing.DOI
Shengli Du, Junfei Qiao, Xudong Zhao, Rui Wang (2018). Stability and L1-gain analysis for switched positive T–S fuzzy systems under asynchronous switching. Journal of the Franklin Institute.DOI
Junfei Qiao, Gaitang Han, Honggui Han, Cuili Yang, Wei Li (2018). Decoupling control for wastewater treatment process based on recurrent fuzzy neural network. Asian Journal of Control.DOI
Ke Gu, Junfei Qiao, Xiaoli Li (2018). Highly Efficient Picture-Based Prediction of PM2.5 Concentration. IEEE Transactions on Industrial Electronics.DOI
Honggui Han, Shuguang Zhu, Junfei Qiao, Min Guo (2018). Data-driven intelligent monitoring system for key variables in wastewater treatment process. Chinese Journal of Chemical Engineering.DOI
Honggui Han, Zheng Liu, Yanan Guo, Junfei Qiao (2018). An intelligent detection method for bulking sludge of wastewater treatment process. Journal of Process Control.DOI
Honggui Han, Xiaolong Wu, Junfei Qiao (2018). A Self-Organizing Sliding-Mode Controller for Wastewater Treatment Processes. IEEE Transactions on Control Systems Technology.DOI
Junfei Qiao, Zhiqiang Hu, Wenjing Li (2018). Hysteretic noisy frequency conversion sinusoidal chaotic neural network for traveling salesman problem. Neural Computing and Applications.DOI
Cuili Yang, Junfei Qiao, Lei Wang, Xinxin Zhu (2018). Dynamical regularized echo state network for time series prediction. Neural Computing and Applications.DOI
Honggui Han, Lu Zhang, Hongxu Liu, Junfei Qiao (2018). Multiobjective design of fuzzy neural network controller for wastewater treatment process. Applied Soft Computing.DOI
Junfei Qiao, Lei Wang, Cuili Yang (2018). Adaptive lasso echo state network based on modified Bayesian information criterion for nonlinear system modeling. Neural Computing and Applications.DOI
Junfei Qiao, Gongming Wang, Wenjing Li, Min Chen (2018). An adaptive deep Q-learning strategy for handwritten digit recognition. Neural Networks.DOI
Cuili Yang, Junfei Qiao, Honggui Han, Lei Wang (2018). Design of polynomial echo state networks for time series prediction. Neurocomputing.DOI
Honggui Han, Zhiyuan Chen, Hongxu Liu, Junfei Qiao (2018). A self-organizing interval Type-2 fuzzy-neural-network for modeling nonlinear systems. Neurocomputing.DOI
Junfei Qiao, Gongming Wang, Xiaoli Li, Wenjing Li (2018). A self-organizing deep belief network for nonlinear system modeling. Applied Soft Computing.DOI
Ke Gu, Junfei Qiao, Weisi Lin (2018). Recurrent Air Quality Predictor Based on Meteorology- and Pollution-Related Factors. IEEE Transactions on Industrial Informatics.DOI
Junfei Qiao, Xi Meng, Wenjing Li (2018). An incremental neuronal-activity-based RBF neural network for nonlinear system modeling. Neurocomputing.DOI
Junfei Qiao, Lei Wang, Cuili Yang, Ke Gu (2018). Adaptive Levenberg-Marquardt Algorithm Based Echo State Network for Chaotic Time Series Prediction. IEEE Access.DOI
Junfei Qiao, Chao Lu, Wenjing Li (2018). Design of Dynamic Modular Neural Network Based on Adaptive Particle Swarm Optimization Algorithm. IEEE Access.DOI
Junfei Qiao, Hongbiao Zhou, Cuili Yang (2018). Bare-Bones Multiobjective Particle Swarm Optimization Based on Parallel Cell Balanceable Fitness Estimation. IEEE Access.DOI
Junfei Qiao, Maoshen Liu, Sanyi Li, Zengzeng He, Zhuang Yang (2018). Highly Efficient Quality Assessment of 3D-Synthesized Views Based on Compression Technology. IEEE Access.DOI
Sanyi Li, Junfei Qiao, Maoshen Liu, Wu Li (2018). Compression-Based Quality Predictor of 3D-Synthesized Views. Communications in computer and information science.DOI
Jian Tang, Junfei Qiao, Z. Liu, Zhipeng Zhou, Gang Yu, Jianfeng Zhao (2018). Mill Load Parameter Forecasting Based on Multi-source Single-scale Mechanical Frequency Spectral Multiple feature Subsets. IFAC-PapersOnLine.DOI
Jian Tang, Junfei Qiao, Z. Liu, Zhiwei Wu, Xin Zhou, Gang Yu, Jianfeng Zhao (2018). Selective Ensemble Least Square Support Vector Machine with Its Application. IFAC-PapersOnLine.DOI
Jian Tang, Junfei Qiao, Weitao Li (2018). Simplified stochastic configuration network-based optimised soft measuring model by using evolutionary computing framework with its application to dioxin emission concentration estimation. International Journal of System Control and Information Processing.DOI
Maoshen Liu, Junfei Qiao, Wu Li, Huiqing Zhang (2018). How to Efficiently Identify Real and Pseudo 4K Video Contents? Communications in computer and information science.DOI
Jian Tang, Junfei Qiao, Tianyou Chai, Zhuo Liu, Xiaojie Zhou (2017). Dual-layer Multi-scale Latent Structure Selective Ensemble Algorithm Based on Adaptive Multi-kernel Selection for Mill Load Parameters forecasting. 《第28届中国过程控制会议(CPCC 2017)暨纪念中国过程控制会议30周年》.
Gongming Wang, Wenjing Li, Junfei Qiao, Guandi Wu (2017). Nonlinear system identification using deep belief network based on PLSR. Cybersecurity and Cyberforensics Conference.DOI
Dingyuan Li, Fu Liu, Qiao Junfei, Rong Li (2017). A modified echo state network in chaotic time series prediction. Chinese Control and Decision Conference (CCDC).DOI
Ke Gu, Dacheng Tao, Junfei Qiao, Weisi Lin (2017). Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data. IEEE Transactions on Neural Networks and Learning Systems.DOI
Honggui Han, Xiaolong Wu, Zheng Liu, Junfei Qiao (2017). Design of Self-Organizing Intelligent Controller Using Fuzzy Neural Network. IEEE Transactions on Fuzzy Systems.DOI
Honggui Han, Lu Zhang, Junfei Qiao (2017). Data-Based Predictive Control for Wastewater Treatment Process. IEEE Access.DOI
Ying Hou, Cuili Yang, Junfei Qiao, Honggui Han (2017). An adaptive multi-objective differential evolution algorithm based on evolutionary process information. International Conference on Security, Pattern Analysis, and Cybernetics (SPAC).DOI
Shengli Du, Junfei Qiao (2017). Stability analysis and L1-gain controller synthesis of switched positive T–S fuzzy systems with time-varying delays. Neurocomputing.DOI
Honggui Han, Zheng Liu, Luming Ge, Junfei Qiao (2017). Prediction of sludge bulking using the knowledge-leverage-based fuzzy neural network. Water Science & Technology.DOI
Honggui Han, Shuo Zhang, Junfei Qiao, Xiaoshuang Wang (2017). An intelligent detecting system for permeability prediction of MBR. Water Science & Technology.DOI
Honggui Han, Xiaolong Wu, Lu Zhang, Yu Tian, Junfei Qiao (2017). Self-Organizing RBF Neural Network Using an Adaptive Gradient Multiobjective Particle Swarm Optimization. IEEE Transactions on Cybernetics.DOI
Junfei Qiao, Gongming Wang, Wenjing Li, Xiaoli Li (2017). A deep belief network with PLSR for nonlinear system modeling. Neural Networks.DOI
Honggui Han, Lu Zhang, Xiaolong Wu, Junfei Qiao (2017). An Efficient Second-Order Algorithm for Self-Organizing Fuzzy Neural Networks. IEEE Transactions on Cybernetics.DOI
Honggui Han, Yanan Guo, Junfei Qiao (2017). Nonlinear system modeling using a self-organizing recurrent radial basis function neural network. Applied Soft Computing.DOI
Junfei Qiao, Ying Hou, Honggui Han (2017). Optimal control for wastewater treatment process based on an adaptive multi-objective differential evolution algorithm. Neural Computing and Applications.DOI
Jian Tang, Junfei Qiao, Jian Zhang, Zhiwei Wu, Tianyou Chai, Wen Yu (2017). Combinatorial optimization of input features and learning parameters for decorrelated neural network ensemble-based soft measuring model. Neurocomputing.DOI
Honggui Han, Wei Lü, Lu Zhang, Junfei Qiao (2017). Adaptive Gradient Multiobjective Particle Swarm Optimization. IEEE Transactions on Cybernetics.DOI
Jian Tang, Junfei Qiao, Ke Gu, Aijun Yan (2017). Dioxin soft measuring method in municipal solid waste incineration based on virtual sample generation. Chinese Automation Congress.DOI
Jian Tang, Junfei Qiao, Zhuo Liu, Zhiwei Wu, Xiaojie Zhou (2017). Selective ensemble simulation meta-modeling approach based on multiple kernel features extraction and fuzzy inference. Chinese Automation Congress.DOI
Junfei Qiao, Gaitang Han, Honggui Han, Cuili Yang, Wei Li (2017). A Hybrid Intelligent Optimal Control System Design for Wastewater Treatment Process. Information Technology And Control.DOI
Junfei Qiao, Ying Hou, Lu Zhang, Honggui Han (2017). Adaptive fuzzy neural network control of wastewater treatment process with multiobjective operation. Neurocomputing.DOI
Ke Gu, Junfei Qiao, Patrick Le Callet, Zhifang Xia, Weisi Lin (2017). Using multiscale analysis for blind quality assessment of DIBR-synthesized images. Proceedings - International Conference on Image Processing.DOI
Honggui Han, Xiaolong Wu, Luming Ge, Junfei Qiao (2017). A sludge volume index (SVI) model based on the multivariate local quadratic polynomial regression method. Chinese Journal of Chemical Engineering.DOI
Xi Meng, Paweł Różycki, Junfei Qiao, Bogdan M. Wilamowski (2017). Nonlinear System Modeling Using RBF Networks for Industrial Application. IEEE Transactions on Industrial Informatics.DOI
Shuguang Zhu, Honggui Han, Min Guo, Junfei Qiao (2017). A data-derived soft-sensor method for monitoring effluent total phosphorus. Chinese Journal of Chemical Engineering.DOI
Qili Chen, Junfei Qiao, Yi Zou (2017). A Self Organizing Recurrent Neural Network. International Journal of Artificial Intelligence & Applications.DOI
Ke Gu, Vinit Jakhetiya, Junfei Qiao, Xiaoli Li, Weisi Lin, Daniël Thalmann (2017). Model-Based Referenceless Quality Metric of 3D Synthesized Images Using Local Image Description. IEEE Transactions on Image Processing.DOI
Liguo Zhang, Christophe Prieur, Junfei Qiao (2017). Local Exponential Stabilization of Semi-Linear Hyperbolic Systems by Means of a Boundary Feedback Control. IEEE Control Systems Letters.DOI
Shanshan Zhou, Wenjing Li, Junfei Qiao (2017). Prediction of PM2.5 concentration based on recurrent fuzzy neural network. Chinese Control Conference (CCC).DOI
Jinchao Xu, Cuili Yang, Junfei Qiao (2017). A novel dissolve oxygen control method based on fuzzy neural network. Chinese Control Conference (CCC).DOI
Fei Li, Cuili Yang, Junfei Qiao (2017). A novel RBF neural network design based on immune algorithm system. Chinese Control Conference (CCC).DOI
Gongming Wang, Junfei Qiao, Xiaoli Li, Lei Wang, Xiaolong Qian (2017). Improved Classification with Semi-supervised Deep Belief Network. IFAC-PapersOnLine.DOI
Shijie Mai, Cuili Yang, Junfei Qiao (2017). A recurrent RBF neural network based on adaptive optimum steepest descent learning algorithm. Chinese Control Conference (CCC).DOI
Lei Wang, Cuili Yang, Junfei Qiao, Gongming Wang (2017). An echo state network based on Levenberg-Marquardt algorithm. Chinese Control Conference (CCC).DOI
Jian Tang, Junfei Qiao, Zhuo Liu, Tianyou Chai, Wen Yu (2017). Modeling mill load parameter based on LASSO using multi-scale high dimensional frequency spectra data1. IEEE International Conference on Information and Automation (ICIA).DOI
Jian Tang, Junfei Qiao, Zhiwei Wu, Tianyou Chai, Jian Zhang, Wen Yu (2017). Vibration and acoustic frequency spectra for industrial process modeling using selective fusion multi-condition samples and multi-source features. Mechanical Systems and Signal Processing.DOI
Junfei Qiao, Sanyi Li, Honggui Han, Dianhui Wang (2017). An improved algorithm for building self-organizing feedforward neural networks. Neurocomputing.DOI
Ke Gu, Jun Wei Zhou, Junfei Qiao, Guangtao Zhai, Weisi Lin, Alan Conrad Bovik (2017). No-Reference Quality Assessment of Screen Content Pictures. IEEE Transactions on Image Processing.DOI
Honggui Han, Zheng-Lai Lin, Junfei Qiao (2017). Modeling of nonlinear systems using the self-organizing fuzzy neural network with adaptive gradient algorithm. Neurocomputing.DOI
Qili Chen, Junfei Qiao, Yi Zou (2017). A Self-Organizing Recurrent Neural Network Based on Dynamic Analysis.DOI
Jing Bi, Haitao Yuan, Junfei Qiao, MengChu Zhou, Xiao Na Song (2017). Temporal request scheduling for energy-efficient cloud data centers. IEEE International Conference on Networking, Sensing and Control (ICNSC).DOI
Junfei Qiao, Gaitang Han, Honggui Han, Wei Chai (2017). Wastewater treatment control method based on a rule adaptive recurrent fuzzy neural network. International Journal of Intelligent Computing and Cybernetics.DOI
Honggui Han, Wei Lü, Junfei Qiao (2017). An Adaptive Multiobjective Particle Swarm Optimization Based on Multiple Adaptive Methods. IEEE Transactions on Cybernetics.DOI
Honggui Han, Shuo Zhang, Junfei Qiao (2017). An adaptive growing and pruning algorithm for designing recurrent neural network. Neurocomputing.DOI
Junfei Qiao, Jie Cai, Honggui Han, Jianxian Cai (2017). Predicting PM2.5 Concentrations at a Regional Background Station Using Second Order Self-Organizing Fuzzy Neural Network. Atmosphere.DOI
Jian Tang, Junfei Qiao, Zhiwei Wu, Jian Zhang, Aijun Yan (2017). Selective Ensemble Random Neural Networks Based on Adaptive Selection Scope of Input Weights and Biases for Building Soft Measuring Model. Lecture notes in computer science.DOI
Zhiqiang Hu, Wenjing Li, Junfei Qiao (2016). Prediction of PM2.5 based on Elman neural network with chaos theory. Cybersecurity and Cyberforensics Conference.DOI
Junfei Qiao, Zhiqiang Hu, Wenjing Li (2016). Soft Measurement Modeling Based on Chaos Theory for Biochemical Oxygen Demand (BOD). Water.DOI
Honggui Han, Yanan Guo, Junfei Qiao (2016). Self-organization of a recurrent RBF neural network using an information-oriented algorithm. Neurocomputing.DOI
Junfei Qiao, Wei Zhang (2016). Dynamic multi-objective optimization control for wastewater treatment process. Neural Computing and Applications.DOI
Honggui Han, Wei Lü, Ying Hou, Junfei Qiao (2016). An Adaptive-PSO-Based Self-Organizing RBF Neural Network. IEEE Transactions on Neural Networks and Learning Systems.DOI
Junfei Qiao, Wei Li, Xiao‐Jun Zeng, Honggui Han (2016). Identification of fuzzy neural networks by forward recursive input-output clustering and accurate similarity analysis. Applied Soft Computing.DOI
Honggui Han, Lu-Ming Ge, Junfei Qiao (2016). An adaptive second order fuzzy neural network for nonlinear system modeling. Neurocomputing.DOI
Chao Lu, Honggui Han, Junfei Qiao, Cuili Yang (2016). Design of a self-organizing recurrent RBF neural network based on spiking mechanism. Chinese Control Conference (CCC).DOI
Qinchao Meng, Junfei Qiao, Cuili Yang (2016). Multi-objective design of the Water distribution systems using SPEA2. Chinese Control Conference (CCC).DOI
Gaitang Han, Honggui Han, Junfei Qiao (2016). A GPRFNN-based control system for wastewater treatment process. Chinese Control Conference (CCC).DOI
Junfei Qiao, Sanyi Li, Wenjing Li (2016). Mutual information based weight initialization method for sigmoidal feedforward neural networks. Neurocomputing.DOI
Junfei Qiao, Wei Zhang, Honggui Han (2016). Self-organizing fuzzy control for dissolved oxygen concentration using fuzzy neural network1. Journal of Intelligent & Fuzzy Systems.DOI
Fanjun Li, Junfei Qiao, Honggui Han, Cuili Yang (2016). A self-organizing cascade neural network with random weights for nonlinear system modeling. Applied Soft Computing.DOI
Junfei Qiao, Fanjun Li, Honggui Han, Wenjing Li (2016). Growing Echo-State Network With Multiple Subreservoirs. IEEE Transactions on Neural Networks and Learning Systems.DOI
Qili Chen, Honggui Han, Junfei Qiao (2015). Optimal control of wastewater treatment process based on a neural network HJB approach. 《第26届中国过程控制会议(CPCC2015)论文集》.
Dingyuan Li, Fu Liu, Qiao Junfei (2015). Research on hierarchical modular ESN and its application. Chinese Control Conference (CCC).DOI
Junfei Qiao, Fanjun Li, Hong-Gui Han, Wenjing Li (2015). Constructive algorithm for fully connected cascade feedforward neural networks. Neurocomputing.DOI
Honggui Han, Ying Li, Yanan Guo, Junfei Qiao (2015). A soft computing method to predict sludge volume index based on a recurrent self-organizing neural network. Applied Soft Computing.DOI
Honggui Han, Lu Zhang, Ying Hou, Junfei Qiao (2015). Nonlinear Model Predictive Control Based on a Self-Organizing Recurrent Neural Network. IEEE Transactions on Neural Networks and Learning Systems.DOI
Wei Li, Junfei Qiao, Xiao‐Jun Zeng (2015). Accurate similarity analysis and computing of Gaussian membership functions for FNN simplification. International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).DOI
Wen-Tao Fu, Junfei Qiao, Gaitang Han, Meng (2015). Dissolved oxygen control system based on the T-S fuzzy neural network.DOI
Xi Meng, Junfei Qiao, Honggui Han (2015). An ART-like algorithm for constructing RBF neural networks.DOI
Honggui Han, Wen-Dong Zhou, Junfei Qiao, Gang Feng (2015). A Direct Self-Constructing Neural Controller Design for a Class of Nonlinear Systems. IEEE Transactions on Neural Networks and Learning Systems.DOI
Wei Li, Honggui Han, Junfei Qiao (2014). An input-output clustering approach for structure identification of T-S fuzzy neural networks.DOI
Junfei Qiao, Wei Li, Honggui Han (2014). Soft Computing of Biochemical Oxygen Demand Using an Improved T–S Fuzzy Neural Network. Chinese Journal of Chemical Engineering.DOI
Guangyuan Pan, Junfei Qiao, Wei Chai, N.J. Dimopoulos (2014). An improved RBM based on Bayesian Regularization.DOI
Honggui Han, Lidan Wang, Junfei Qiao, Gang Feng (2014). A Spiking-based mechanism for self-organizing RBF neural networks.DOI
Wei Zhang, Junfei Qiao (2014). Direct adaptive neural network control for wastewater treatment process. World Congress on Intelligent Control and Automation.DOI
Changfen Liu, Honggui Han, Chao Wang, Junfei Qiao (2014). An adaptive Differential Evolution algorithm for sewer networks design. World Congress on Intelligent Control and Automation.DOI
Honggui Han, Hu-Hai Qian, Junfei Qiao (2014). Nonlinear multiobjective model-predictive control scheme for wastewater treatment process. Journal of Process Control.DOI
Wei Chai, Junfei Qiao (2013). Passive robust fault detection using RBF neural modeling based on set membership identification. Engineering Applications of Artificial Intelligence.DOI
Guangyuan Pan, Junfei Qiao, Honggui Han (2013). A new strategy of chaotic PSO and its application in optimization design for pipe network.
Honggui Han, Xiaolong Wu, Junfei Qiao (2013). Nonlinear Systems Modeling Based on Self-Organizing Fuzzy-Neural-Network With Adaptive Computation Algorithm. IEEE Transactions on Cybernetics.DOI
Honggui Han, Junfei Qiao (2013). Nonlinear Model-Predictive Control for Industrial Processes: An Application to Wastewater Treatment Process. IEEE Transactions on Industrial Electronics.DOI
Hong-Gui Han, Xiaolong Wu, Junfei Qiao (2013). Real-Time Model Predictive Control Using a Self-Organizing Neural Network. IEEE Transactions on Neural Networks and Learning Systems.DOI
Wei Chai, Junfei Qiao, Heng Wang (2013). Robust fault detection using set membership estimation and T-S fuzzy neural network. Proceedings of the ... American Control Conference/Proceedings of the American Control Conference.DOI
Junfei Qiao, Ying-Chun Bo, Wei Chai, Honggui Han (2013). Adaptive optimal control for a wastewater treatment plant based on a data-driven method. Water Science & Technology.DOI
Junfei Qiao, Zhaozhao Zhang, Ying-Chun Bo (2013). An online self-adaptive modular neural network for time-varying systems. Neurocomputing.DOI
Honggui Han, Lidan Wang, Junfei Qiao (2013). Efficient self-organizing multilayer neural network for nonlinear system modeling. Neural Networks.DOI
Honggui Han, Junfei Qiao (2013). Hierarchical Neural Network Modeling Approach to Predict Sludge Volume Index of Wastewater Treatment Process. IEEE Transactions on Control Systems Technology.DOI
Wei Chai, Junfei Qiao (2013). Non-linear system identification and fault detection method using RBF neural networks with set membership estimation. International Journal of Modelling Identification and Control.DOI
Gang Yang, Junfei Qiao, Wei Li, Wei Chai (2013). The Effect of Lateral Inhibitory Connections in Spatial Architecture Neural Network. Lecture notes in computer science.DOI
Honggui Han, Junfei Qiao (2012). A structure optimisation algorithm for feedforward neural network construction. Neurocomputing.DOI
Wei Chai, Junfei Qiao (2012). Nonlinear system modeling and fault detection method using set membership estimation and T-S fuzzy model. World Congress on Intelligent Control and Automation.DOI
Junfei Qiao, Honggui Han (2012). Identification and modeling of nonlinear dynamical systems using a novel self-organizing RBF-based approach. Automatica.DOI
Xichun Yuan, Honggui Han, Junfei Qiao (2012). The sludge volume index soft sensor model based on PCA-ElmanNN. 2022 International Joint Conference on Neural Networks (IJCNN).DOI
Wei Chai, Xianfang Sun, Junfei Qiao (2012). Set membership state estimation with improved zonotopic description of feasible solution set. International Journal of Robust and Nonlinear Control.DOI
Honggui Han, Junfei Qiao (2012). Prediction of activated sludge bulking based on a self-organizing RBF neural network. Journal of Process Control.DOI
Honggui Han, Junfei Qiao, Qili Chen (2012). Model predictive control of dissolved oxygen concentration based on a self-organizing RBF neural network. Control Engineering Practice.DOI
Junfei Qiao, Xiaoqi Huang, Honggui Han (2012). Recurrent Neural Network-Based Control for Wastewater Treatment Process. Lecture notes in computer science.DOI
Junfei Qiao, Donghong Ren, Honggui Han (2012). Soft Measurement Modeling Based on Hierarchically Neural Network (HNN) for Wastewater Treatment. Lecture notes in computer science.DOI
Honggui Han, Junfei Qiao (2011). Adaptive Computation Algorithm for RBF Neural Network. IEEE Transactions on Neural Networks and Learning Systems.DOI
W. Chai, Xianfang Sun, Junfei Qiao (2011). Improved zonotopic method to set membership identification for systems with time-varying parameters. IET Control Theory and Applications.DOI
Lei Tong, Guang Da Han, Junfei Qiao (2011). Design of water distribution network via ant colony optimization. International Conference on Intelligent Control and Information Processing.DOI
Honggui Han, Qili Chen, Junfei Qiao (2011). An efficient self-organizing RBF neural network for water quality prediction. Neural Networks.DOI
Ying-Chun Bo, Junfei Qiao, Gang Yang (2011). A Modular Neural Networks ensembling method based on fuzzy decision-making. International Conference on Electric Information and Control Engineering.DOI
Honggui Han, Junfei Qiao (2011). Adaptive dissolved oxygen control based on dynamic structure neural network. Applied Soft Computing.DOI
Guang Han, Junfei Qiao (2011). Research on dissolved oxygen concentration modeling and controlling based on neural network.
Gang Yang, Junfei Qiao, Mingzhe Yuan (2011). A Novel Spatial Architecture Artificial Neural Network Based on Multilayer Feedforward Network with Mutual Inhibition among Hidden Units. Lecture notes in computer science.DOI
Ying-Chun Bo, Junfei Qiao, Shuwei Wang (2011). Research on Design Method of Small World Property ESN. Lecture notes in computer science.DOI
Junfei Qiao (2011). Wastewater Treatment System Modeling Based on High-Order Recurrent Neural Network. Information and Computation.
Junfei Qiao (2011). Predictive control for wastewater treatment process based on neural network. Journal of Jilin University.
Junfei Qiao (2011). Application of RBF-NN in Soft Sensing Based on Entropy. Modern Electronics Technique.
Honggui Han, Junfei Qiao (2010). A Self-Organizing Fuzzy Neural Network Based on a Growing-and-Pruning Algorithm. IEEE Transactions on Fuzzy Systems.DOI
Zhaozhao Zhang, Qili Chen, Junfei Qiao (2010). A merging and splitting algorithm based on mutual information for design neural networks.DOI
Zhaozhao Zhang, Junfei Qiao (2010). A node pruning algorithm for feedforward neural network based on neural complexity. International Conference on Intelligent Control and Information Processing.DOI
Xiongwei Shi, Junfei Qiao (2010). Neural network predictive optimal control for wastewater treatment. International Conference on Intelligent Control and Information Processing.DOI
Wei Koong Chai, Xianfang Sun, Junfei Qiao (2010). Set membership identification using S-Isomap and K-NNC.
Qili Chen, Wei Chai, Junfei Qiao (2010). Modeling of wastewater treatment process using recurrent neural network. World Congress on Intelligent Control and Automation.DOI
Guoyu Zuo, Peng Zhang, Junfei Qiao (2010). Path planning algorithm based on sub-region for agricultural robot. International Asia Conference on Informatics in Control, Automation and Robotics.DOI
Guoyu Zuo, Yanfeng Fan, Junfei Qiao (2010). Doorplate Recognition for a Mobile Robot Based on PSO and RBF Neural Network. International Conference on Measuring Technology and Mechatronics Automation (ICMTMA).DOI
Junfei Qiao, Honggui Han (2010). A REPAIR ALGORITHM FOR RADIAL BASIS FUNCTION NEURAL NETWORK AND ITS APPLICATION TO CHEMICAL OXYGEN DEMAND MODELING. International Journal of Neural Systems.DOI
Honggui Han, Qili Chen, Junfei Qiao (2010). Research on an online self-organizing radial basis function neural network. Neural Computing and Applications.DOI
Junfei Qiao (2010). Dynamic Structure Optimization Neural Network and Its Applications to Dissolved Oxygenic(DO) Control. Information and Computation.
Junfei Qiao (2010). Design of Dynamic Neural Network Based on the Sensitivity Analysis of Model Output. Dianzi xuebao.
Wei Chai, Xianfang Sun, Junfei Qiao (2010). Set membership identification using SLLE and NMC. World Congress on Intelligent Control and Automation.DOI
Honggui Han, Junfei Qiao (2008). Research on MISO fuzzy neural network and its application. World Congress on Intelligent Control and Automation.DOI
Junfei Qiao (2008). Reinforcement Learning Based on Many Parallel CMAC Neural Networks. Jisuanji fangzhen.
Mingai Li, Li-fang Jiao, Junfei Qiao, Xiaogang Ruan (2008). Balance control of robot with CMAC based Q-learning. Chinese Control and Decision Conference (CCDC).DOI
Junfei Qiao, Zhanjun Hou, Xiaogang Ruan (2008). Application of reinforcement learning based on neural network to dynamic obstacle avoidance. International Conference on Information and Automation.DOI
Junfei Qiao, Ying Zhang, Honggui Han (2008). Fast unit pruning algorithm for feedforward neural network design. Applied Mathematics and Computation.DOI
Su Song, Yan-Yan Qi, Junfei Qiao (2007). Research on de-noising of pulse signal based on fuzzy threshold in wavelet packet domain. International Conference on Wavelet Analysis and Pattern Recognition.DOI
Junfei Qiao, Huidong Wang (2007). A self-organizing fuzzy neural network and its applications to function approximation and forecast modeling. Neurocomputing.DOI
Junfei Qiao, Zhanjun Hou, Xiaogang Ruan (2007). Q-learning Based on Neural Network in Learning Action Selection of Mobile Robot. IEEE International Conference on Automation and Logistics (ICAL).DOI
Junfei Qiao, Honggui Han, Yan-Mei Jia (2007). An adaptive self-organizing fuzzy neural network. International Conference on Wavelet Analysis and Pattern Recognition.DOI
Mingai Li, Naigong Yu, Junfei Qiao, Xiaogang Ruan (2006). INFINITE-HORIZON OPTIMAL CONTROL BASED ON CONTINUOUS-TIME CONTINUOUS-STATE HOPFIELD NEURAL NETWORKS. International Journal of Wavelets Multiresolution and Information Processing.DOI
Xiaogang Ruan, Mingxiao Ding, Daoxiong Gong, Junfei Qiao (2006). On-line adaptive control for inverted pendulum balancing based on feedback-error-learning. Neurocomputing.DOI
Jian Ye, Junfei Qiao, Mingai Li, Xiaogang Ruan (2006). A tabu based neural network learning algorithm. Neurocomputing.DOI
Mingai Li, Junfei Qiao, Xiaogang Ruan (2006). A Modified Difference Hopfield Neural Network and its application.DOI
Chaobin Liu, Junfei Qiao, Fangfang Zhang (2006). The Control of Wastewater Treatment Process Based on Fuzzy Neural Network. World Congress on Intelligent Control and Automation.DOI
Fangfang Zhang, Junfei Qiao, Chaobin Liu, Naigong Yu, Xiaogang Ruan (2006). A Cellular Automata Model for the Sequencing Batch Reactor of Activated Sludge Processes. World Congress on Intelligent Control and Automation.DOI
Ge Guo, Zi Ma, Junfei Qiao (2006). State-PID feedback control with application to a robot vibration absorber. International Journal of Modelling Identification and Control.DOI
Junfei Qiao (2006). Application of GA-based Fuzzy Logic Controller to Bending Roll Control Systems. Control Engineering of China.
Junfei Qiao (2006). Fuzzy Neural Network Control of Sludge Age in Wastewater Treatment Processes. Information and Computation.
Weili Ran, Junfei Qiao, Xudong Ye (2004). Soft-measuring approach to on-line predict BOD based on PCA time-delay neural network. World Congress on Intelligent Control and Automation.DOI
Yu‐Ling Hu, Junfei Qiao (2004). Fuzzy neural network control of uncertain parameters system. World Congress on Intelligent Control and Automation.DOI
Ying Yu, Junfei Qiao, Xudong Ye (2004). Modeling study of sludge process based on neural network. World Congress on Intelligent Control and Automation.DOI
Xinyu Sun, Junfei Qiao, Xudong Ye (2004). A regularization-based neural network for the measurement of shape information. World Congress on Intelligent Control and Automation.DOI
Ge Guo, Junfei Qiao, Chong Zhao Han (2004). Controllability of periodic systems: continuous and discrete. IEE Proceedings - Control Theory and Applications.DOI
Junfei Qiao (2004). Soft-measuring Technique to Predict BOD Based on PCA-GABP Neural Networks. Control Engineering of China.
Yueyang Sun, Chase Wu, Nan Guo, Junfei Qiao (2025). Fusing Physics into Machine Learning for Complex Air Pollutant. SSRN Electronic Journal.DOI
Ting Shi, Chenyi Li, Peihao Wang, Pengyu Li, Yunpeng Ao, Kai Wang, Yuling Zhang, Bo Zhou, Junfei Qiao (2025). Research on air quality data optimization based on SW-KNN algorithm.DOI
Yongze Lin, Junfei Qiao, Jing Bi, Haitao Yuan, MengChu Zhou (2024). Long-Term Time Series Anomaly Detection with Transformer and Variational Autoencoder for Water Quality. SSRN Electronic Journal.DOI
Honggui Han, Xing Bai, Linlin Zhang, Lu Zhang, Junfei Qiao (2023). A Distribution Knowledge-Guided Assessment Strategy for Multiobjective Particle Swarm Optimization. SSRN Electronic Journal.DOI
Wenjing Li, Yonglei Liu, Zhiqian Chen, Junfei Qiao (2023). Design of a Bi-Level Pso Based Modular Neural Network for Multi-Step Time Series Prediction. SSRN Electronic Journal.DOI
书籍章节
Jian Tang, Tianzheng Wang, Hao Tian, Wen Yu, Junfei Qiao (2025). Artificial intelligence in pollution emission control of municipal solid waste incineration process: Status and future prospects. Elsevier eBooks.DOI
Jian Tang, Wen Yu, Junfei Qiao, Quanmin Zhu (2025). Deep forest regression based on feature reduction and feature enhancement. Elsevier eBooks.DOI
Honggui Han, Lu Zhang, Junfei Qiao (2018). A Gradient Multiobjective Particle Swarm Optimization. InTech eBooks.DOI
Junfei Qiao, Qili Chen, Honggui Han (2011). The Chemical Oxygen Demand Modeling Based on a Dynamic Structure Neural Network. InTech eBooks.DOI
Junfei Qiao, Hong-gui H (2010). An Adaptive Fuzzy Neural Network Based on Self-Organizing Map (SOM). InTech eBooks.DOI
Junfei Qiao, Jian Ye, Honggui Han (2008). Hybrid Approaches Tabu Learning Algorithm Based Neural Network.DOI