Junfei Qiao

Orcid: 0000-0003-3372-4729

Affiliations:
  • Beijing University of Technology, Beijing Advanced Innovation Center for Future Internet Technology, Beijing, China


According to our database1, Junfei Qiao authored at least 423 papers between 2004 and 2025.

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Bibliography

2025
A weighted knowledge extraction strategy for dynamic multi-objective optimization.
Swarm Evol. Comput., 2025

Filter transfer learning algorithm for nonlinear systems modeling with heterogeneous features.
Expert Syst. Appl., 2025

2024
Adaptive multi-objective competitive swarm optimization algorithm based on kinematic analysis for municipal solid waste incineration.
Appl. Soft Comput., December, 2024

Data-Knowledge-Driven Multiobjective Integrated Optimal Control for Nonlinear Systems.
IEEE Trans. Syst. Man Cybern. Syst., November, 2024

Prescribed Performance Fault-Tolerant Optimal Control for Wastewater Treatment Process With Multivariable.
IEEE Trans. Fuzzy Syst., November, 2024

Fault-Tolerant Event-Triggered Sampled-Data Fuzzy Control for Nonlinear Delayed Parabolic PDE Systems.
IEEE Trans. Fuzzy Syst., November, 2024

Data-Driven Tube-Based Robust Predictive Control for Constrained Wastewater Treatment Process.
IEEE Trans. Cybern., November, 2024

Dynamic Surface Intelligent Robust Control of Nonlinear Systems With Fixed-Time Sliding-Mode Observer.
IEEE Trans. Cybern., November, 2024

Fuzzy Intermittent Control for Nonlinear PDE-ODE Coupled Systems.
Int. J. Fuzzy Syst., November, 2024

Multifidelity surrogates-assisted multi-objective particle swarm algorithm for offline data-driven optimization.
Appl. Intell., November, 2024

Evolution-Guided Adaptive Dynamic Programming for Nonlinear Optimal Control.
IEEE Trans. Syst. Man Cybern. Syst., October, 2024

Neural Network-Based Adaptive Fault-Tolerant Control of Dissolved Oxygen and Nitrate Concentrations in WWTPs.
IEEE Trans. Ind. Informatics, October, 2024

Hybrid Simulator-Based Mechanism and Data-Driven for Multidemand Dioxin Emissions Intelligent Prediction in the MSWI Process.
IEEE Trans. Ind. Electron., October, 2024

Fuzzy Boundary Sampled-Data Control for Nonlinear DPSs With Random Time-Varying Delays.
IEEE Trans. Fuzzy Syst., October, 2024

Sampled-Data H<sub>∞</sub> Dynamic Output-Feedback Control for NCSs With Successive Packet Losses and Stochastic Sampling.
IEEE Trans. Cybern., October, 2024

Knowledge-Data Driven Optimal Control for Nonlinear Systems and Its Application to Wastewater Treatment Process.
IEEE Trans. Cybern., October, 2024

Command Filtered-Based Adaptive Predefined-Time Control for Uncertain Nonlinear Systems With Applications to RLC Circuit.
IEEE Trans. Circuits Syst. I Regul. Pap., October, 2024

Adaptive Critic Tracking Design for Data-Based Nonaffine Predictive Control.
IEEE Trans Autom. Sci. Eng., October, 2024

Offline Data-Driven Adaptive Critic Design With Variational Inference for Wastewater Treatment Process Control.
IEEE Trans Autom. Sci. Eng., October, 2024

Robust Type-2 Fuzzy Neural Control for Wastewater Treatment Process With External Disturbances.
IEEE Trans Autom. Sci. Eng., October, 2024

Self-Organizing Fuzzy Terminal Sliding Mode Control for Wastewater Treatment Processes.
IEEE Trans Autom. Sci. Eng., October, 2024

Convergence and Stability of Optimal Regulation via Generalized N-Step Value Gradient Learning.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Neural Network-Based Adaptive Tracking Control for Denitrification and Aeration Processes With Time Delays.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Knowledge-Data-Driven Robust Fault-Tolerant Control for Sludge Bulking in Wastewater Treatment Process.
IEEE Trans. Ind. Informatics, August, 2024

Time-Aware Fuzzy Neural Network Based on Frequency-Enhanced Modulation Mechanism.
IEEE Trans. Fuzzy Syst., August, 2024

Intelligent-Critic-Based Tracking Control of Discrete-Time Input-Affine Systems and Approximation Error Analysis With Application Verification.
IEEE Trans. Cybern., August, 2024

Composite Boundary Structure-Based Tracking Control for Nonlinear State-Dependent Constrained Systems.
IEEE Trans. Autom. Control., August, 2024

Double-Layer Constraint Structure-Based Adaptive Neural Tracking Control for Nonlinear Strict-Feedback Systems.
IEEE Trans. Syst. Man Cybern. Syst., July, 2024

Tree Broad Learning System for Small Data Modeling.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Advanced Optimal Tracking Control With Stability Guarantee via Novel Value Learning Formulation.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Nonsingular Gradient Descent Algorithm for Interval Type-2 Fuzzy Neural Network.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Multitasking Feedback Optimization Algorithm Based on an Evolutionary State Estimator.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2024

Fuzzy Boundary Sampled-Data Control for Nonlinear Parabolic DPSs.
IEEE Trans. Cybern., June, 2024

Fuzzy Neural Network-Based Adaptive Asymmetric Constraint Control in Wastewater Treatment Process.
IEEE Trans. Artif. Intell., June, 2024

A model-free deep integral policy iteration structure for robust control of uncertain systems.
Int. J. Syst. Sci., June, 2024

Dynamic Intermittent Boundary Control for Reaction-Diffusion Systems Under Intermittent Noncollocated Boundary Measurement.
IEEE Trans. Syst. Man Cybern. Syst., May, 2024

Data-Driven Robust Multimodal Multiobjective Particle Swarm Optimization.
IEEE Trans. Syst. Man Cybern. Syst., May, 2024

Mechanism-Data-Driven Multiobjective Optimization for Wastewater Treatment Process.
IEEE Trans. Ind. Informatics, May, 2024

Dynamic System Modeling Using a Multisource Transfer Learning-Based Modular Neural Network for Industrial Application.
IEEE Trans. Ind. Informatics, May, 2024

Fuzzy Fault-Tolerant Boundary Control for Nonlinear DPSs With Multiple Delays and Stochastic Actuator Failures.
IEEE Trans. Fuzzy Syst., May, 2024

Predicting Water Quality With Nonstationarity: Event-Triggered Deep Fuzzy Neural Network.
IEEE Trans. Fuzzy Syst., May, 2024

Knowledge-Guided Adaptive Neuro-Fuzzy Self-Healing Control for Sludge Bulking in Wastewater Treatment Process.
IEEE Trans. Fuzzy Syst., May, 2024

Fuzzy-Approximation Adaptive Fault Tolerant Control for Nonlinear Constraint Systems With Actuator and Sensor Faults.
IEEE Trans. Fuzzy Syst., May, 2024

Event-Based Data-Driven Adaptive Model Predictive Control for Nonlinear Dynamic Processes.
IEEE Trans. Syst. Man Cybern. Syst., April, 2024

Asymmetric Constrained Optimal Tracking Control With Critic Learning of Nonlinear Multiplayer Zero-Sum Games.
IEEE Trans. Neural Networks Learn. Syst., April, 2024

Complexity-Based Structural Optimization of Deep Belief Network and Application in Wastewater Treatment Process.
IEEE Trans. Ind. Informatics, April, 2024

Action-Dependent Heuristic Dynamic Programming With Experience Replay for Wastewater Treatment Processes.
IEEE Trans. Ind. Informatics, April, 2024

Modeling and Control of Discrete-Time T-S Fuzzy Systems Subject to Stochastic Packet Dropouts.
IEEE Trans. Fuzzy Syst., April, 2024

Hierarchical Self-Organizing Fuzzy Control for Uncertain Nonlinear Systems.
IEEE Trans. Fuzzy Syst., April, 2024

Double-Closed-Loop Robust Optimal Control for Uncertain Nonlinear Systems.
IEEE Trans. Cybern., April, 2024

Resources Scheduling for Ambient Backscatter Communication-Based Intelligent IIoT: A Collective Deep Reinforcement Learning Method.
IEEE Trans. Cogn. Commun. Netw., April, 2024

Iterative Q-Learning for Model-Free Optimal Control With Adjustable Convergence Rate.
IEEE Trans. Circuits Syst. II Express Briefs, April, 2024

Interval Type-2 Fuzzy Neural Network Based on Active Semi-Supervised Learning for Non-Stationary Industrial Processes.
IEEE Trans Autom. Sci. Eng., April, 2024

Event-Triggered Online Learning Fuzzy-Neural Robust Control for Furnace Temperature in Municipal Solid Waste Incineration Process.
IEEE Trans Autom. Sci. Eng., April, 2024

Multi-Objective Integrated Robust Optimal Control for Wastewater Treatment Processes.
IEEE Trans Autom. Sci. Eng., April, 2024

CO emission predictions in municipal solid waste incineration based on reduced depth features and long short-term memory optimization.
Neural Comput. Appl., April, 2024

Online Self-Learning Stochastic Configuration Networks for Nonstationary Data Stream Analysis.
IEEE Trans. Ind. Informatics, March, 2024

Quantized Sampled-Data Stabilization for Nonlinear NCSs Subject to Successive Packet Losses and Probabilistic Sampling.
IEEE Trans. Fuzzy Syst., March, 2024

Fuzzy Stochastic Configuration Networks for Nonlinear System Modeling.
IEEE Trans. Fuzzy Syst., March, 2024

Diversified Knowledge Transfer Strategy for Multitasking Particle Swarm Optimization.
IEEE Trans. Cybern., March, 2024

NOx emissions prediction for MSWI process based on dynamic modular neural network.
Expert Syst. Appl., March, 2024

Multi-condition operational optimization with adaptive knowledge transfer for municipal solid waste incineration process.
Expert Syst. Appl., March, 2024

An adaptive evolutionary modular neural network with intermodule connections.
Appl. Intell., March, 2024

Adjustable Iterative Q-Learning Schemes for Model-Free Optimal Tracking Control.
IEEE Trans. Syst. Man Cybern. Syst., February, 2024

Data-Knowledge-Driven Self-Organizing Fuzzy Neural Network.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Adaptive Critic Control Design With Knowledge Transfer for Wastewater Treatment Applications.
IEEE Trans. Ind. Informatics, February, 2024

Robust Self-Constructing Fuzzy Neural Network-Based Online Estimation for Industrial Product Quality.
IEEE Trans. Ind. Informatics, February, 2024

Predictor-Based Self-Organizing Control for Unknown Nonlinear Dynamical Systems.
IEEE Trans. Fuzzy Syst., February, 2024

Multitask Particle Swarm Optimization With Heterogeneous Domain Adaptation.
IEEE Trans. Evol. Comput., February, 2024

Decentralized Optimal Neurocontroller Design for Mismatched Interconnected Systems via Integral Policy Iteration.
IEEE Trans. Circuits Syst. II Express Briefs, February, 2024

A WSFA-based adaptive feature extraction method for multivariate time series prediction.
Neural Comput. Appl., February, 2024

Intelligent Optimal Control of Constrained Nonlinear Systems via Receding-Horizon Heuristic Dynamic Programming.
IEEE Trans. Syst. Man Cybern. Syst., January, 2024

Decentralized Event-Triggered Asymmetric Constrained Control Through Adaptive Critic Designs for Nonlinear Interconnected Systems.
IEEE Trans. Syst. Man Cybern. Syst., January, 2024

Large-Scale and Knowledge-Based Dynamic Multiobjective Optimization for MSWI Process Using Adaptive Competitive Swarm Optimization.
IEEE Trans. Syst. Man Cybern. Syst., January, 2024

Adaptive Neural Fixed-Time Tracking Control for High-Order Nonlinear Systems.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Adaptive NN Controller of Nonlinear State-Dependent Constrained Systems With Unknown Control Direction.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Online Measurement of Dioxin Emission in Solid Waste Incineration Using Fuzzy Broad Learning.
IEEE Trans. Ind. Informatics, January, 2024

Data-Driven Robust Adaptive Control With Deep Learning for Wastewater Treatment Process.
IEEE Trans. Ind. Informatics, January, 2024

Cooperative Event-Triggered Fuzzy-Neural Multivariable Control With Multitask Learning for Municipal Solid Waste Incineration Process.
IEEE Trans. Ind. Informatics, January, 2024

Robust Modeling for Industrial Process Based on Frequency Reconstructed Fuzzy Neural Network.
IEEE Trans. Fuzzy Syst., January, 2024

Event-Triggered Adaptive Model Predictive Control of Oxygen Content for Municipal Solid Waste Incineration Process.
IEEE Trans Autom. Sci. Eng., January, 2024

Multi-reservoir ESN-based prediction strategy for dynamic multi-objective optimization.
Inf. Sci., January, 2024

Multimodal Data-Driven Interpretable Deep Modeling Approach of Dioxins Generation for Municipal Solid Waste Incineration Processes.
IEEE Trans. Instrum. Meas., 2024

Neurodynamics-Driven Prediction Model for State Evolution of Coastal Water Quality.
IEEE Trans. Instrum. Meas., 2024

Neural critic learning with accelerated value iteration for nonlinear model predictive control.
Neural Networks, 2024

Neural Q-learning for discrete-time nonlinear zero-sum games with adjustable convergence rate.
Neural Networks, 2024

Advanced optimal tracking integrating a neural critic technique for asymmetric constrained zero-sum games.
Neural Networks, 2024

Fully distributed practical fixed-time fault-tolerant consensus of nonlinear multiagent systems.
J. Frankl. Inst., 2024

Multi-task stochastic configuration network with autonomous linking and its application in wastewater treatment processes.
Inf. Sci., 2024

Adaptive type-2 fuzzy-neural switching control for wastewater treatment process under several operating conditions.
Inf. Sci., 2024

Pinning event-triggered sampled-data synchronization of coupled reaction-diffusion neural networks.
Neurocomputing, 2024

Adjustable iterative Q-learning for advanced neural tracking control with stability guarantee.
Neurocomputing, 2024

Real-time local path planning strategy based on deep distributional reinforcement learning.
Neurocomputing, 2024

Supplementary heuristic dynamic programming for wastewater treatment process control.
Expert Syst. Appl., 2024

Multi-objective PSO semi-supervised random forest method for dioxin soft sensor.
Eng. Appl. Artif. Intell., 2024

Data-driven multi-objective intelligent optimal control of municipal solid waste incineration process.
Eng. Appl. Artif. Intell., 2024

Adaptive critic design with weight allocation for intelligent learning control of wastewater treatment plants.
Eng. Appl. Artif. Intell., 2024

Multilayer adaptive critic design with digital twin for data-driven optimal tracking control and industrial applications.
Eng. Appl. Artif. Intell., 2024

Reinforcement learning control with n-step information for wastewater treatment systems.
Eng. Appl. Artif. Intell., 2024

Self-organizing broad network with frequency-domain analysis.
Eng. Appl. Artif. Intell., 2024

Block Backstepping for Isotachic Hyperbolic PIDE-ODE Systems.
Proceedings of the European Control Conference, 2024

2023
Anomaly Detection of Nonstationary Long-Memory Processes Based on Fractional Cointegration Vector Autoregression.
IEEE Trans. Reliab., December, 2023

Filter Transfer Learning Algorithm for Missing Data Imputation in Wastewater Treatment Process.
IEEE Trans. Knowl. Data Eng., December, 2023

Data-Driven Optimal Control for Municipal Solid Waste Incineration Process.
IEEE Trans. Ind. Informatics, December, 2023

Multiobjective Integrated Optimal Control for Nonlinear Systems.
IEEE Trans. Cybern., December, 2023

Novel Discounted Optimal Tracking Design Under Offline and Online Formulations for Asymmetric Constrained Systems.
IEEE Trans. Syst. Man Cybern. Syst., November, 2023

Stability and Admissibility Analysis for Zero-Sum Games Under General Value Iteration Formulation.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Transfer Learning Algorithm With Knowledge Division Level.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

A Comprehensively Improved Interval Type-2 Fuzzy Neural Network for NOx Emissions Prediction in MSWI Process.
IEEE Trans. Ind. Informatics, November, 2023

Consensus of MASs With Input and Communication Delays by Predictor-Based Protocol.
IEEE Trans. Cybern., November, 2023

Synchronization of reaction-diffusion neural networks with random time-varying delay via intermittent boundary control.
Neurocomputing, November, 2023

Combustion state identification of MSWI processes using ViT-IDFC.
Eng. Appl. Artif. Intell., November, 2023

Secure Consensus of Multiagent Systems With DoS Attacks via Fully Distributed Dynamic Event-Triggered Control.
IEEE Trans. Syst. Man Cybern. Syst., October, 2023

Periodic Event-Triggered CACC and Communication Co-design for Vehicle Platooning.
ACM Trans. Cyber Phys. Syst., October, 2023

Dichotomy value iteration with parallel learning design towards discrete-time zero-sum games.
Neural Networks, October, 2023

Observer-based control for networked Takagi-Sugeno fuzzy systems with stochastic packet losses.
Inf. Sci., October, 2023

Advanced value iteration for discrete-time intelligent critic control: A survey.
Artif. Intell. Rev., October, 2023

System Stability of Learning-Based Linear Optimal Control With General Discounted Value Iteration.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

Adaptive Critic for Event-Triggered Unknown Nonlinear Optimal Tracking Design With Wastewater Treatment Applications.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

Self-Organizing Interval Type-2 Fuzzy Neural Network Using Information Aggregation Method.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

Guest Editorial: Special Issue on Theory, Algorithms, and Applications for Hybrid Intelligent Dynamic Optimization.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

Iterative Learning Model Predictive Control With Fuzzy Neural Network for Nonlinear Systems.
IEEE Trans. Fuzzy Syst., September, 2023

Adaptive event-triggered extended dissipative synchronization of delayed reaction-diffusion neural networks under deception attacks.
Neural Networks, September, 2023

Robust Event-Triggered Sampled-Data Fuzzy Control with Non-fragile for Nonlinear Delayed Distributed Parameter Systems.
Int. J. Fuzzy Syst., September, 2023

Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control.
IEEE CAA J. Autom. Sinica, September, 2023

A self-organizing modular neural network based on empirical mode decomposition with sliding window for time series prediction.
Appl. Soft Comput., September, 2023

Time-series prediction using a regularized self-organizing long short-term memory neural network.
Appl. Soft Comput., September, 2023

LASSO and attention-TCN: a concurrent method for indoor particulate matter prediction.
Appl. Intell., September, 2023

Deterministic Learning-Based Adaptive Neural Control for Nonlinear Full-State Constrained Systems.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Dynamic Optimal Control for Wastewater Treatment Process Under Multiple Operating Conditions.
IEEE Trans Autom. Sci. Eng., July, 2023

Data-Driven Multimodel Predictive Control for Multirate Sampled-Data Nonlinear Systems.
IEEE Trans Autom. Sci. Eng., July, 2023

Dynamic Fuzzy Boundary Output Feedback Control for Nonlinear Delayed Parabolic Partial Differential Equation Systems Under Noncollocated Boundary Measurement.
IEEE Trans. Fuzzy Syst., June, 2023

Self-Organizing Interval Type-2 Fuzzy Neural Network With Adaptive Discriminative Strategy.
IEEE Trans. Fuzzy Syst., June, 2023

Multi-modal multi-objective particle swarm optimization with self-adjusting strategy.
Inf. Sci., June, 2023

Data-Driven Model-Predictive Control for Nonlinear Systems With Stochastic Sampling Interval.
IEEE Trans. Syst. Man Cybern. Syst., May, 2023

Event-Driven Model Predictive Control With Deep Learning for Wastewater Treatment Process.
IEEE Trans. Ind. Informatics, May, 2023

Online-Growing Neural Network Control for Dissolved Oxygen Concentration.
IEEE Trans. Ind. Informatics, May, 2023

Adaptive multiple selection strategy for multi-objective particle swarm optimization.
Inf. Sci., May, 2023

Design of Broad Learning-Based Self-Healing Predictive Control for Sludge Bulking in Wastewater Treatment Process.
IEEE Trans. Ind. Informatics, April, 2023

Robust Optimal Control for Wastewater Treatment Process With Uncertain Time Delays.
IEEE Trans. Ind. Informatics, April, 2023

Security Control of Sampled-Data T-S Fuzzy Systems Subject to Cyberattacks and Successive Packet Losses.
IEEE Trans. Fuzzy Syst., April, 2023

Knowledge-Aided and Data-Driven Fuzzy Decision Making for Sludge Bulking.
IEEE Trans. Fuzzy Syst., April, 2023

Discounted Near-Optimal Control of Affine Systems via a Progressive Cost Evolution Formulation.
IEEE Trans. Circuits Syst. II Express Briefs, April, 2023

An improved stochastic configuration network for concentration prediction in wastewater treatment process.
Inf. Sci., April, 2023

Data-driven robust optimal control for nonlinear system with uncertain disturbances.
Inf. Sci., April, 2023

Decentralised tracking control based on critic learning for nonlinear disturbed interconnected systems.
Int. J. Syst. Sci., April, 2023

Dual Event-Triggered Constrained Control Through Adaptive Critic for Discrete-Time Zero-Sum Games.
IEEE Trans. Syst. Man Cybern. Syst., March, 2023

Resilient Output Synchronization of Heterogeneous Multiagent Systems With DoS Attacks Under Distributed Event-/Self-Triggered Control.
IEEE Trans. Neural Networks Learn. Syst., March, 2023

Piecewise Sliding-Mode Control for Sludge Bulking Under Multiple Operating Conditions.
IEEE Trans. Ind. Informatics, March, 2023

Virtual sample generation method based on generative adversarial fuzzy neural network.
Neural Comput. Appl., March, 2023

Robust Non-fragile H<sub>∞ </sub> Fuzzy Control for Uncertain Nonlinear-Delayed Hyperbolic PDE Systems.
Int. J. Fuzzy Syst., March, 2023

Robust secure consensus of multiagent systems with DoS attacks.
Trans. Inst. Meas. Control, February, 2023

Off-Policy Model-Free Learning for Multi-Player Non-Zero-Sum Games With Constrained Inputs.
IEEE Trans. Circuits Syst. I Regul. Pap., February, 2023

An event-triggered neural critic technique for nonzero-sum game design with control constraints.
Int. J. Syst. Sci., January, 2023

Evolving Deep Delay Echo State Network for Effluent NH<sub>4</sub>-N Prediction in Wastewater Treatment Plants.
IEEE Trans. Instrum. Meas., 2023

Dioxin Emission Concentration Prediction Using the Selective Ensemble Algorithm Based on Bayesian Inference and Binary Tree.
IEEE Trans. Instrum. Meas., 2023

A Multitask Learning Model for the Prediction of NOx Emissions in Municipal Solid Waste Incineration Processes.
IEEE Trans. Instrum. Meas., 2023

Multiscale Modeling Using GAN and Deep Forest Regression With Application to Dioxin Emission Soft Sensor.
IEEE Trans. Instrum. Meas., 2023

Takagi-Sugeno Fuzzy Regression Trees With Application to Complex Industrial Modeling.
IEEE Trans. Fuzzy Syst., 2023

Fault-Tolerant Stochastic Sampled-Data Fuzzy Control for Nonlinear Delayed Parabolic PDE Systems.
IEEE Trans. Fuzzy Syst., 2023

Multitask Particle Swarm Optimization With Dynamic Transformation.
IEEE Trans. Emerg. Top. Comput., 2023

Multitask Particle Swarm Optimization With Dynamic On-Demand Allocation.
IEEE Trans. Evol. Comput., 2023

Evolving and Incremental Value Iteration Schemes for Nonlinear Discrete-Time Zero-Sum Games.
IEEE Trans. Cybern., 2023

A modular neural network with empirical mode decomposition and multi-view learning for time series prediction.
Soft Comput., 2023

H∞ fuzzy intermittent boundary control for nonlinear parabolic distributed parameter systems.
J. Frankl. Inst., 2023

A self-organizing fuzzy neural network with hybrid learning algorithm for nonlinear system modeling.
Inf. Sci., 2023

Event-triggered constrained neural critic control of nonlinear continuous-time multiplayer nonzero-sum games.
Inf. Sci., 2023

Knowledge Reconstruction for Dynamic Multi-objective Particle Swarm Optimization Using Fuzzy Neural Network.
Int. J. Fuzzy Syst., 2023

Self-organizing pipelined recurrent wavelet neural network for time series prediction.
Expert Syst. Appl., 2023

Modeling and control of wastewater treatment process with time delay based on event-triggered recursive least squares.
Eng. Appl. Artif. Intell., 2023

Data-driven tracking control design with reinforcement learning involving a wastewater treatment application.
Eng. Appl. Artif. Intell., 2023

Block Backstepping for Isotachic Hyperbolic PDEs and Multilayer Timoshenko Beams.
CoRR, 2023

An online adjusting RBF neural network for nonlinear system modeling.
Appl. Intell., 2023

Multi-Step Water Quality Prediction with Series Decomposition and Auto-Correlation.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Hybrid Water Quality Prediction with Frequency Domain Conversion Enhancement and Seasonal Decomposition.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Multi-swarm Genetic Gray Wolf Optimizer with Embedded Autoencoders for High-dimensional Expensive Problems.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Self-adaptive Teaching-learning-based Optimizer with Improved RBF and Sparse Autoencoder for Complex Optimization Problems.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

The Power Series Method to Compute Backstepping Kernel Gains: Theory and Practice.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
The optimal design and application of LSTM neural network based on the hybrid coding PSO algorithm.
J. Supercomput., 2022

Self-Organizing Multichannel Deep Learning System for River Turbidity Monitoring.
IEEE Trans. Instrum. Meas., 2022

Air Pollution Prediction in Mass Rallies With a New Temporally-Weighted Sample-Based Multitask Learner.
IEEE Trans. Instrum. Meas., 2022

Policy Gradient Adaptive Critic Design With Dynamic Prioritized Experience Replay for Wastewater Treatment Process Control.
IEEE Trans. Ind. Informatics, 2022

NOx Emissions Prediction With a Brain-Inspired Modular Neural Network in Municipal Solid Waste Incineration Processes.
IEEE Trans. Ind. Informatics, 2022

Active Vision for Deep Visual Learning: A Unified Pooling Framework.
IEEE Trans. Ind. Informatics, 2022

An Efficient Self-Organizing Deep Fuzzy Neural Network for Nonlinear System Modeling.
IEEE Trans. Fuzzy Syst., 2022

Online and Self-Learning Approach to the Identification of Fuzzy Neural Networks.
IEEE Trans. Fuzzy Syst., 2022

Training Fuzzy Neural Network via Multiobjective Optimization for Nonlinear Systems Identification.
IEEE Trans. Fuzzy Syst., 2022

Design of Syncretic Fuzzy-Neural Control for WWTP.
IEEE Trans. Fuzzy Syst., 2022

Interactive Transfer Learning-Assisted Fuzzy Neural Network.
IEEE Trans. Fuzzy Syst., 2022

Dynamic Transfer Reference Point-Oriented MOEA/D Involving Local Objective-Space Knowledge.
IEEE Trans. Evol. Comput., 2022

Self-Adjusting Multitask Particle Swarm Optimization.
IEEE Trans. Evol. Comput., 2022

An Approximate Neuro-Optimal Solution of Discounted Guaranteed Cost Control Design.
IEEE Trans. Cybern., 2022

Observer-Based Adaptive Fuzzy Control for Nonlinear State-Constrained Systems Without Involving Feasibility Conditions.
IEEE Trans. Cybern., 2022

Type-2 Fuzzy Broad Learning System.
IEEE Trans. Cybern., 2022

Knowledge-Data-Driven Flexible Switching Control for Wastewater Treatment Process.
IEEE Trans. Control. Syst. Technol., 2022

Online Value Iteration for Intelligent Discounted Tracking Design of Constrained Systems.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

Secure Consensus of Multiagent Systems With Input Saturation and Distributed Multiple DoS Attacks.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

How Deep Is Deep Enough for Deep Belief Network for Approximating Model Predictive Control Law.
IEEE Trans Autom. Sci. Eng., 2022

Emotional Neural Network Based on Improved CLPSO Algorithm For Time Series Prediction.
Neural Process. Lett., 2022

DF classification algorithm for constructing a small sample size of data-oriented DF regression model.
Neural Comput. Appl., 2022

A novel self-organizing TS fuzzy neural network for furnace temperature prediction in MSWI process.
Neural Comput. Appl., 2022

A PLS-based pruning algorithm for simplified long-short term memory neural network in time series prediction.
Knowl. Based Syst., 2022

Stability and stabilization for switched positive systems under a weighted MDADT method.
J. Frankl. Inst., 2022

Robust echo state network with sparse online learning.
Inf. Sci., 2022

Multi-objective model predictive control with gradient eigenvector algorithm.
Inf. Sci., 2022

Neural critic learning for tracking control design of constrained nonlinear multi-person zero-sum games.
Neurocomputing, 2022

Self-organizing radial basis function neural network using accelerated second-order learning algorithm.
Neurocomputing, 2022

Intelligent Warning of Membrane Fouling Based on Robust Deep Neural Network.
Int. J. Fuzzy Syst., 2022

Design of a modular neural network based on an improved soft subspace clustering algorithm.
Expert Syst. Appl., 2022

Effluent ammonia nitrogen prediction using a phase space reconstruction method combining pipelined recurrent wavelet neural network.
Appl. Soft Comput., 2022

A multi-objective particle swarm optimization algorithm based on two-archive mechanism.
Appl. Soft Comput., 2022

A pseudo-inverse decomposition-based self-organizing modular echo state network for time series prediction.
Appl. Soft Comput., 2022

Artificial neural networks for water quality soft-sensing in wastewater treatment: a review.
Artif. Intell. Rev., 2022

Hybrid Water Quality Prediction with Bidirectional Long Short-Term Memory and Encoder-Decoder.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Hybrid Water Quality Prediction with Graph Attention and Spatio-Temporal Fusion.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Integrated Spatio-Temporal Prediction for Water Quality with Graph Attention Network and WaveNet.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Multi-indicator Water Quality Prediction with ProbSparse Self-attention and Generative Decoder.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Multi-indicator Water Time Series Imputation with Autoregressive Generative Adversarial Networks.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

LBPSC: A Hybrid Prediction Model for Chinese Named Entity Recognition in Water Environment.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Hybrid Prediction for Water Quality with Bidirectional LSTM and Temporal Attention.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Research on Air Quality Monitoring System Based on STM32 Single Chip Microcomputer.
Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2022

2021
Rendezvous of Heterogeneous Multiagent Systems With Nonuniform Time-Varying Information Delays: An Adaptive Approach.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Intelligent Optimal Control System With Flexible Objective Functions and Its Applications in Wastewater Treatment Process.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Knowledge-Data-Driven Model Predictive Control for a Class of Nonlinear Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Fixed-Time Cooperative Relay Tracking in Multiagent Surveillance Networks.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Data-Driven Intelligent Warning Method for Membrane Fouling.
IEEE Trans. Neural Networks Learn. Syst., 2021

Deep Learning-Based Model Predictive Control for Continuous Stirred-Tank Reactor System.
IEEE Trans. Neural Networks Learn. Syst., 2021

PM₂.₅ Monitoring: Use Information Abundance Measurement and Wide and Deep Learning.
IEEE Trans. Neural Networks Learn. Syst., 2021

Prediction of Oxygen Content Using Weighted PCA and Improved LSTM Network in MSWI Process.
IEEE Trans. Instrum. Meas., 2021

Cooperative Fuzzy-Neural Control for Wastewater Treatment Process.
IEEE Trans. Ind. Informatics, 2021

Ensemble Meta-Learning for Few-Shot Soot Density Recognition.
IEEE Trans. Ind. Informatics, 2021

Data-Driven Iterative Adaptive Critic Control Toward an Urban Wastewater Treatment Plant.
IEEE Trans. Ind. Electron., 2021

Cooperative Optimal Controller and Its Application to Activated Sludge Process.
IEEE Trans. Cybern., 2021

Dynamic MOPSO-Based Optimal Control for Wastewater Treatment Process.
IEEE Trans. Cybern., 2021

Adaptive Fuzzy Fast Finite-Time Dynamic Surface Tracking Control for Nonlinear Systems.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Boundary Observer Design for Stochastic Phase Transition Models of Nonequilibrium Traffic Flow.
IEEE Trans. Autom. Control., 2021

A modular neural network-based population prediction strategy for evolutionary dynamic multi-objective optimization.
Swarm Evol. Comput., 2021

Optimizations on unknown low-dimensional structures given by high-dimensional data.
Soft Comput., 2021

Improved deep CNNs based on Nonlinear Hybrid Attention Module for image classification.
Neural Networks, 2021

Design of sparse Bayesian echo state network for time series prediction.
Neural Comput. Appl., 2021

Deep forest regression based on cross-layer full connection.
Neural Comput. Appl., 2021

An adaptive task-oriented RBF network for key water quality parameters prediction in wastewater treatment process.
Neural Comput. Appl., 2021

A self-organizing recurrent fuzzy neural network based on multivariate time series analysis.
Neural Comput. Appl., 2021

A novel decomposition-based multiobjective evolutionary algorithm using improved multiple adaptive dynamic selection strategies.
Inf. Sci., 2021

Command-filter-based adaptive neural tracking control for strict-feedback stochastic nonlinear systems with input dead-zone.
Int. J. Syst. Sci., 2021

Soft-sensing of Wastewater Treatment Process via Deep Belief Network with Event-triggered Learning.
Neurocomputing, 2021

Accelerated gradient algorithm for RBF neural network.
Neurocomputing, 2021

Knowledge-Based Fuzzy Broad Learning Algorithm for Warning Membrane Fouling.
Int. J. Fuzzy Syst., 2021

A metric-based meta-learning approach combined attention mechanism and ensemble learning for few-shot learning.
Displays, 2021

Nonlinear system modeling and application based on restricted Boltzmann machine and improved BP neural network.
Appl. Intell., 2021

2020
Design of Robust Sliding Mode Control With Adaptive Reaching Law.
IEEE Trans. Syst. Man Cybern. Syst., 2020

An Adaptive Deep Belief Network With Sparse Restricted Boltzmann Machines.
IEEE Trans. Neural Networks Learn. Syst., 2020

Deep Dual-Channel Neural Network for Image-Based Smoke Detection.
IEEE Trans. Multim., 2020

Random Forest Ensemble for River Turbidity Measurement From Space Remote Sensing Data.
IEEE Trans. Instrum. Meas., 2020

Vision-Based Monitoring of Flare Soot.
IEEE Trans. Instrum. Meas., 2020

Stacked Selective Ensemble for PM<sub>2.5</sub> Forecast.
IEEE Trans. Instrum. Meas., 2020

Data-Driven Multiobjective Predictive Control for Wastewater Treatment Process.
IEEE Trans. Ind. Informatics, 2020

Data-Knowledge-Based Fuzzy Neural Network for Nonlinear System Identification.
IEEE Trans. Fuzzy Syst., 2020

Learning a Unified Blind Image Quality Metric via On-Line and Off-Line Big Training Instances.
IEEE Trans. Big Data, 2020

Multiscale Natural Scene Statistical Analysis for No-Reference Quality Evaluation of DIBR-Synthesized Views.
IEEE Trans. Broadcast., 2020

Self-Learning Optimal Regulation for Discrete-Time Nonlinear Systems Under Event-Driven Formulation.
IEEE Trans. Autom. Control., 2020

Local Proportional-Integral Boundary Feedback Stabilization for Quasilinear Hyperbolic Systems of Balance Laws.
SIAM J. Control. Optim., 2020

A sparse deep belief network with efficient fuzzy learning framework.
Neural Networks, 2020

A pruning feedforward small-world neural network based on Katz centrality for nonlinear system modeling.
Neural Networks, 2020

A novel modular RBF neural network based on a brain-like partition method.
Neural Comput. Appl., 2020

An online self-organizing algorithm for feedforward neural network.
Neural Comput. Appl., 2020

Design of Extreme Learning Machine with Smoothed ℓ 0 Regularization.
Mob. Networks Appl., 2020

An adaptive hybrid evolutionary immune multi-objective algorithm based on uniform distribution selection.
Inf. Sci., 2020

Forward and backward input variable selection for polynomial echo state networks.
Neurocomputing, 2020

A self-organizing deep belief network based on information relevance strategy.
Neurocomputing, 2020

Design of a self-organizing reciprocal modular neural network for nonlinear system modeling.
Neurocomputing, 2020

Robust Deep Neural Network Using Fuzzy Denoising Autoencoder.
Int. J. Fuzzy Syst., 2020

A self-organizing RBF neural network based on distance concentration immune algorithm.
IEEE CAA J. Autom. Sinica, 2020

Identification and simplification of T-S fuzzy neural networks based on incremental structure learning and similarity analysis.
Fuzzy Sets Syst., 2020

Design of modeling error PDF based fuzzy neural network for effluent ammonia nitrogen prediction.
Appl. Soft Comput., 2020

An online self-organizing modular neural network for nonlinear system modeling.
Appl. Soft Comput., 2020

Data-based composite control design with critic intelligence for a wastewater treatment platform.
Artif. Intell. Rev., 2020

Design of Echo State Network with Coordinate Descent Method and l<sub>1</sub> Regularization.
Proceedings of the Neural Computing for Advanced Applications, 2020

A Self-Organizing Modular Neural Network for Nonlinear System Modeling.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Fault detection of dissolved oxygen sensor in wastewater treatment plants.
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

Design of RBF Neural Network Based on Improved Canopy-K-means algorithm.
Proceedings of the HPCCT & BDAI 2020: 4th High Performance Computing and Cluster Technologies Conference & 3rd International Conference on Big Data and Artificial Intelligence, 2020

2019
Leader-following consensus for nonlinear multiagent systems with large delays.
Trans. Inst. Meas. Control, 2019

Effective and Efficient Photo-Based PM2.5 Concentration Estimation.
IEEE Trans. Instrum. Meas., 2019

Highly Efficient Picture-Based Prediction of PM2.5 Concentration.
IEEE Trans. Ind. Electron., 2019

An Efficient Optimization Method for Improving Generalization Performance of Fuzzy Neural Networks.
IEEE Trans. Fuzzy Syst., 2019

An Efficient Second-Order Algorithm for Self-Organizing Fuzzy Neural Networks.
IEEE Trans. Cybern., 2019

Self-Organizing RBF Neural Network Using an Adaptive Gradient Multiobjective Particle Swarm Optimization.
IEEE Trans. Cybern., 2019

A Self-Organizing Sliding-Mode Controller for Wastewater Treatment Processes.
IEEE Trans. Control. Syst. Technol., 2019

Stability Analysis for a Class of Discrete-Time Switched Systems With Partial Unstable Subsystems.
IEEE Trans. Circuits Syst. II Express Briefs, 2019

TL-GDBN: Growing Deep Belief Network With Transfer Learning.
IEEE Trans Autom. Sci. Eng., 2019

Optimized ensemble modeling based on feature selection using simple sphere criterion for multi-scale mechanical frequency spectrum.
Soft Comput., 2019

Design of a hierarchy modular neural network and its application in multimodal emotion recognition.
Soft Comput., 2019

PI boundary control of linear hyperbolic balance laws with stabilization of ARZ traffic flow models.
Syst. Control. Lett., 2019

Online sequential echo state network with sparse RLS algorithm for time series prediction.
Neural Networks, 2019

Approximate neural optimal control with reinforcement learning for a torsional pendulum device.
Neural Networks, 2019

Dynamical regularized echo state network for time series prediction.
Neural Comput. Appl., 2019

Adaptive lasso echo state network based on modified Bayesian information criterion for nonlinear system modeling.
Neural Comput. Appl., 2019

Hysteretic noisy frequency conversion sinusoidal chaotic neural network for traveling salesman problem.
Neural Comput. Appl., 2019

Optimal control for wastewater treatment process based on an adaptive multi-objective differential evolution algorithm.
Neural Comput. Appl., 2019

A regularization-reinforced DBN for digital recognition.
Nat. Comput., 2019

Design and Implementation of the Visual Detection System for amphibious robots.
Int. J. Robotics Autom., 2019

Cooperative strategy for constructing interval type-2 fuzzy neural network.
Neurocomputing, 2019

Fuzzy Neural Network-Based Model Predictive Control for Dissolved Oxygen Concentration of WWTPs.
Int. J. Fuzzy Syst., 2019

Input-to-state stability of coupled hyperbolic PDE-ODE systems via boundary feedback control.
Sci. China Inf. Sci., 2019

A decomposition-based multiobjective evolutionary algorithm with angle-based adaptive penalty.
Appl. Soft Comput., 2019

Multiobjective optimal control for wastewater treatment process using adaptive MOEA/D.
Appl. Intell., 2019

Phase Partition and Fault Diagnosis of Batch Process Based on KECA Angular Similarity.
IEEE Access, 2019

An Improved Decomposition-based Multi-objective Evolutionary Algorithm with Enhanced Differential Evolution Strategy.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

An Efficient Deep Belief Network with Fuzzy Learning for Nonlinear System Modeling.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Backward Learning Algorithm in Polynomial Echo State Networks.
Proceedings of the Machine Learning and Intelligent Communications, 2019

Sewage Treatment Control Method Based on Genetic-SOFNN.
Proceedings of the Machine Learning and Intelligent Communications, 2019

An Accelerated PSO Based Self-organizing RBF Neural Network for Nonlinear System Identification and Modeling.
Proceedings of the Machine Learning and Intelligent Communications, 2019

Batch Gradient Training Method with Smoothing l_0 Regularization for Echo State Networks.
Proceedings of the Machine Learning and Intelligent Communications, 2019

2018
Evaluating Quality of Screen Content Images Via Structural Variation Analysis.
IEEE Trans. Vis. Comput. Graph., 2018

An Adaptive-PSO-Based Self-Organizing RBF Neural Network.
IEEE Trans. Neural Networks Learn. Syst., 2018

Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data.
IEEE Trans. Neural Networks Learn. Syst., 2018

Model-Based Referenceless Quality Metric of 3D Synthesized Images Using Local Image Description.
IEEE Trans. Image Process., 2018

Nonlinear System Modeling Using RBF Networks for Industrial Application.
IEEE Trans. Ind. Informatics, 2018

Recurrent Air Quality Predictor Based on Meteorology- and Pollution-Related Factors.
IEEE Trans. Ind. Informatics, 2018

Design of Self-Organizing Intelligent Controller Using Fuzzy Neural Network.
IEEE Trans. Fuzzy Syst., 2018

Adaptive Gradient Multiobjective Particle Swarm Optimization.
IEEE Trans. Cybern., 2018

A deep belief network with PLSR for nonlinear system modeling.
Neural Networks, 2018

An adaptive deep Q-learning strategy for handwritten digit recognition.
Neural Networks, 2018

Dynamic multi-objective optimization control for wastewater treatment process.
Neural Comput. Appl., 2018

Stability and <i>L</i><sub>1</sub>-gain analysis for switched positive T-S fuzzy systems under asynchronous switching.
J. Frankl. Inst., 2018

Design of polynomial echo state networks for time series prediction.
Neurocomputing, 2018

Combinatorial optimization of input features and learning parameters for decorrelated neural network ensemble-based soft measuring model.
Neurocomputing, 2018

An incremental neuronal-activity-based RBF neural network for nonlinear system modeling.
Neurocomputing, 2018

Adaptive fuzzy neural network control of wastewater treatment process with multiobjective operation.
Neurocomputing, 2018

A self-organizing interval Type-2 fuzzy-neural-network for modeling nonlinear systems.
Neurocomputing, 2018

Stability analysis and L<sub>1</sub>-gain controller synthesis of switched positive T-S fuzzy systems with time-varying delays.
Neurocomputing, 2018

Modeling of energy consumption and effluent quality using density peaks-based adaptive fuzzy neural network.
IEEE CAA J. Autom. Sinica, 2018

Local Exponential Stabilization of Semi-Linear Hyperbolic Systems by Means of a Boundary Feedback Control.
IEEE Control. Syst. Lett., 2018

A self-organizing deep belief network for nonlinear system modeling.
Appl. Soft Comput., 2018

Multiobjective design of fuzzy neural network controller for wastewater treatment process.
Appl. Soft Comput., 2018

Nonlinear system modeling using a self-organizing recurrent radial basis function neural network.
Appl. Soft Comput., 2018

Design of Incremental Echo State Network Using Leave-One-Out Cross-Validation.
IEEE Access, 2018

Bare-Bones Multiobjective Particle Swarm Optimization Based on Parallel Cell Balanceable Fitness Estimation.
IEEE Access, 2018

Adaptive Levenberg-Marquardt Algorithm Based Echo State Network for Chaotic Time Series Prediction.
IEEE Access, 2018

Highly Efficient Quality Assessment of 3D-Synthesized Views Based on Compression Technology.
IEEE Access, 2018

Design of Dynamic Modular Neural Network Based on Adaptive Particle Swarm Optimization Algorithm.
IEEE Access, 2018

Data-Based Predictive Control for Wastewater Treatment Process.
IEEE Access, 2018

Learn a Deep Convolutional Neural Network for Image Smoke Detection.
Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018

Selective Ensemble Modeling Approach based on Variable Importance of Projection With its Application.
Proceedings of the IEEE International Conference on Information and Automation, 2018

Convolutional Neural Network for Smoke Image Super-Resolution.
Proceedings of the 2nd International Conference on Computer Science and Application Engineering, 2018

2017
Growing Echo-State Network With Multiple Subreservoirs.
IEEE Trans. Neural Networks Learn. Syst., 2017

No-Reference Quality Assessment of Screen Content Pictures.
IEEE Trans. Image Process., 2017

An Adaptive Multiobjective Particle Swarm Optimization Based on Multiple Adaptive Methods.
IEEE Trans. Cybern., 2017

A Hybrid Intelligent Optimal Control System Design for Wastewater Treatment Process.
Inf. Technol. Control., 2017

An improved algorithm for building self-organizing feedforward neural networks.
Neurocomputing, 2017

An adaptive growing and pruning algorithm for designing recurrent neural network.
Neurocomputing, 2017

Modeling of nonlinear systems using the self-organizing fuzzy neural network with adaptive gradient algorithm.
Neurocomputing, 2017

Self-organization of a recurrent RBF neural network using an information-oriented algorithm.
Neurocomputing, 2017

Wastewater treatment control method based on a rule adaptive recurrent fuzzy neural network.
Int. J. Intell. Comput. Cybern., 2017

An adaptive multi-objective differential evolution algorithm based on evolutionary process information.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

How to Efficiently Identify Real and Pseudo 4K Video Contents?
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Compression-Based Quality Predictor of 3D-Synthesized Views.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Selective Ensemble Random Neural Networks Based on Adaptive Selection Scope of Input Weights and Biases for Building Soft Measuring Model.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Temporal request scheduling for energy-efficient cloud data centers.
Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

Using multiscale analysis for blind quality assessment of DIBR-synthesized images.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Modeling mill load parameter based on LASSO using multi-scale high dimensional frequency spectra data<sup>1</sup>.
Proceedings of the IEEE International Conference on Information and Automation, 2017

2016
Nonlinear Model Predictive Control Based on a Self-Organizing Recurrent Neural Network.
IEEE Trans. Neural Networks Learn. Syst., 2016

Self-organizing fuzzy control for dissolved oxygen concentration using fuzzy neural network.
J. Intell. Fuzzy Syst., 2016

Mutual information based weight initialization method for sigmoidal feedforward neural networks.
Neurocomputing, 2016

Constructive algorithm for fully connected cascade feedforward neural networks.
Neurocomputing, 2016

An adaptive second order fuzzy neural network for nonlinear system modeling.
Neurocomputing, 2016

Identification of fuzzy neural networks by forward recursive input-output clustering and accurate similarity analysis.
Appl. Soft Comput., 2016

A self-organizing cascade neural network with random weights for nonlinear system modeling.
Appl. Soft Comput., 2016

A soft computing method to predict sludge volume index based on a recurrent self-organizing neural network.
Appl. Soft Comput., 2016

2015
A Direct Self-Constructing Neural Controller Design for a Class of Nonlinear Systems.
IEEE Trans. Neural Networks Learn. Syst., 2015

An ART-like algorithm for constructing RBF neural networks.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Dissolved oxygen control system based on the T-S fuzzy neural network.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Accurate similarity analysis and computing of Gaussian membership functions for FNN simplification.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014
Nonlinear Model-Predictive Control for Industrial Processes: An Application to Wastewater Treatment Process.
IEEE Trans. Ind. Electron., 2014

Nonlinear Systems Modeling Based on Self-Organizing Fuzzy-Neural-Network With Adaptive Computation Algorithm.
IEEE Trans. Cybern., 2014

An online self-adaptive modular neural network for time-varying systems.
Neurocomputing, 2014

Hierarchical extreme learning machine for feedforward neural network.
Neurocomputing, 2014

Passive robust fault detection using RBF neural modeling based on set membership identification.
Eng. Appl. Artif. Intell., 2014

A fuzzy neural network approach for online fault detection in waste water treatment process.
Comput. Electr. Eng., 2014

A fast and efficient two-phase sequential learning algorithm for spatial architecture neural network.
Appl. Soft Comput., 2014

A brain-like multi-hierarchical modular neural network with applications to gas concentration forecasting.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

An improved RBM based on Bayesian Regularization.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A Spiking-based mechanism for self-organizing RBF neural networks.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

An input-output clustering approach for structure identification of T-S fuzzy neural networks.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Control and Automation, 2014

2013
Real-Time Model Predictive Control Using a Self-Organizing Neural Network.
IEEE Trans. Neural Networks Learn. Syst., 2013

Hierarchical Neural Network Modeling Approach to Predict Sludge Volume Index of Wastewater Treatment Process.
IEEE Trans. Control. Syst. Technol., 2013

Efficient self-organizing multilayer neural network for nonlinear system modeling.
Neural Networks, 2013

A structure optimisation algorithm for feedforward neural network construction.
Neurocomputing, 2013

Non-linear system identification and fault detection method using RBF neural networks with set membership estimation.
Int. J. Model. Identif. Control., 2013

The Effect of Lateral Inhibitory Connections in Spatial Architecture Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Robust fault detection using set membership estimation and T-S fuzzy neural network.
Proceedings of the American Control Conference, 2013

2012
Adaptive Computation Algorithm for RBF Neural Network.
IEEE Trans. Neural Networks Learn. Syst., 2012

Identification and modeling of nonlinear dynamical systems using a novel self-organizing RBF-based approach.
Autom., 2012

Soft Measurement Modeling Based on Hierarchically Neural Network (HNN) for Wastewater Treatment.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Recurrent Neural Network-Based Control for Wastewater Treatment Process.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

The sludge volume index soft sensor model based on PCA-ElmanNN.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
An efficient self-organizing RBF neural network for water quality prediction.
Neural Networks, 2011

Recurrent High Order Neural Network Modeling for Wastewater Treatment Process.
J. Comput., 2011

Research on artificial neural networks with spatial architecture based on span connection and lateral inhibition mechanism.
Int. J. Comput. Sci. Eng., 2011

Optimal water distribution network design with improved particle swarm optimisation.
Int. J. Comput. Sci. Eng., 2011

Adaptive dissolved oxygen control based on dynamic structure neural network.
Appl. Soft Comput., 2011

A Novel Spatial Architecture Artificial Neural Network Based on Multilayer Feedforward Network with Mutual Inhibition among Hidden Units.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

A Stable Online Self-Constructing Recurrent Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Research on Design Method of Small World Property ESN.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

2010
A Self-Organizing Fuzzy Neural Network Based on a Growing-and-Pruning Algorithm.
IEEE Trans. Fuzzy Syst., 2010

Research on an online self-organizing radial basis function neural network.
Neural Comput. Appl., 2010

A Repair Algorithm for Radial Basis Function Neural Network and its Application to Chemical oxygen Demand Modeling.
Int. J. Neural Syst., 2010

Research on structure dynamic neural networks.
Int. J. Model. Identif. Control., 2010

A merging and splitting algorithm based on mutual information for design neural networks.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

An improved recurrent neural network and its application in nonlinear control.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

2009
Q-Learning Based on Dynamical Structure Neural Network for Robot Navigation in Unknown Environment.
Proceedings of the Advances in Neural Networks, 2009

A self-organizing neural network using fast training and pruning.
Proceedings of the International Joint Conference on Neural Networks, 2009

A novel pruning algorithm for self-organizing neural network.
Proceedings of the International Joint Conference on Neural Networks, 2009

2008
A self-organizing fuzzy neural network and its applications to function approximation and forecast modeling.
Neurocomputing, 2008

Fast unit pruning algorithm for feedforward neural network design.
Appl. Math. Comput., 2008

Structure Automatic Change in Neural Network.
Proceedings of the Advances in Neural Networks, 2008

Research on Fuzzy Neural Network Based on Lyapunov Stability Theory and its Application.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

A new growing self-organizing neuron-fuzzy network with application to wastewater treatment.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
A tabu based neural network learning algorithm.
Neurocomputing, 2007

On-line adaptive control for inverted pendulum balancing based on feedback-error-learning.
Neurocomputing, 2007

2006
Infinite-Horizon Optimal Control Based on Continuous-Time Continuous-State Hopfield Neural Networks.
Int. J. Wavelets Multiresolution Inf. Process., 2006

State-PID feedback control with application to a robot vibration absorber.
Int. J. Model. Identif. Control., 2006

2004
A neurocomputing model for real coded genetic algorithm with the minimal generation gap.
Neural Comput. Appl., 2004


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