Realization of Analog Fuzzy Logic Control for PWM Boost Converters. - Frank H. F. Leung; Lik-Kin Wong; Peter Kwong-Shun Tam; Hak-Keung Lam (J. Circuits Syst. Comput., 1998)

Switching controller for fuzzy systems subject to unknown parameters: analysis and design based on a linear matrix inequality (LMI) approach. - Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (FUZZ-IEEE, 2000)

Fuzzy state feedback controller for nonlinear systems: stability analysis and design. - Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (FUZZ-IEEE, 2000)

Stability and robustness analysis and gain design for fuzzy control systems subject to parameter uncertainties. - Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (FUZZ-IEEE, 2000)

Fuzzy control of multivariable nonlinear systems subject to parameter uncertainties: model reference approach. - Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (FUZZ-IEEE, 2000)

Stable and robust fuzzy control for uncertain nonlinear systems. - Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (IEEE Trans. Syst. Man Cybern. Part A, 2000)

On Interpretation of Graffitti commands for EBooks Using a Neural Netwrok and An Improved Genetic Algorithm. - Hak-Keung Lam; Sai-Ho Ling; K. F. Leung; Frank H. F. Leung (FUZZ-IEEE, 2001)

Optimal and Stable Fuzzy Controllers for Nonlinear Systems Subject to Parameter Uncertainties Using Genetic Algorithm. - Hak-Keung Lam; Sai-Ho Ling; Frank H. F. Leung; Peter Kwong-Shun Tam (FUZZ-IEEE, 2001)

Linear Controllers for Fuzzy Systems Subject to Unknowns Parameters: Stability Analysis and Design Based on Linear Matrix Inequality (LMI) Approach. - Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (FUZZ-IEEE, 2001)

Stability Analysis & Design of Fuzzy Observer-controller for Fuzzy Systems. - Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (FUZZ-IEEE, 2001)

On Design of Switching Controller for Non-linear Systems With Unknown Parameters Based on a Model Reference Approach. - Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (FUZZ-IEEE, 2001)

A Neural Fuzzy Network With Optimal Number of Rules for Short Term Load Forecasting in An Intelligent Home. - Sai-Ho Ling; Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (FUZZ-IEEE, 2001)

A Fast Path Planning-and-Tracking Control for Wheeled Mobile Robots. - T. H. Lee; Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (ICRA, 2001)

Fuzzy control of a class of multivariable nonlinear systems subject to parameter uncertainties: model reference approach. - Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (Int. J. Approx. Reason., 2001)

Nonlinear state feedback controller for nonlinear systems: Stability analysis and design based on fuzzy plant model. - Hak-Keung Lam; Frank Hung-Fat Leung; Peter Kwong-Shun Tam (IEEE Trans. Fuzzy Syst., 2001)

Learning of neural network parameters using a fuzzy genetic algorithm. - Steve S. H. Ling; Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (IEEE Congress on Evolutionary Computation, 2002)

On interpretation of graffiti digits and commands for eBooks: neural fuzzy network and genetic algorithm approach. - Hak-Keung Lam; K. F. Leung; Sai-Ho Ling; Frank H. F. Leung; Peter Kwong-Shun Tam (FUZZ-IEEE, 2002)

Gain estimation for an AC power line data network transmitter using a neural-fuzzy network and an improved genetic algorithm. - Hak-Keung Lam; Sai-Ho Ling; Frank H. F. Leung; Peter Kwong-Shun Tam; Yim-Shu Lee (FUZZ-IEEE, 2003)

Recognition of speech commands using a modified neural fuzzy network and an improved GA. - K. F. Leung; Frank H. F. Leung; Hak-Keung Lam; Peter Kwong-Shun Tam (FUZZ-IEEE, 2003)

Neural fuzzy network and genetic algorithm approach for Cantonese speech command recognition. - K. H. Leung; Frank H. F. Leung; Hak-Keung Lam; Peter Kwong-Shun Tam (FUZZ-IEEE, 2003)

Stable fuzzy controller design for uncertain nonlinear systems: genetic algorithm approach. - Frank Hung-Fat Leung; Hak-Keung Lam; Peter Kwong-Shun Tam; Yim-Shu Lee (FUZZ-IEEE, 2003)

A genetic algorithm based fuzzy-tuned neural network. - Sai-Ho Ling; Hak-Keung Lam; Frank H. F. Leung; Yim-Shu Lee (FUZZ-IEEE, 2003)

A novel genetic-algorithm-based neural network for short-term load forecasting. - Sai-Ho Ling; Frank Hung-Fat Leung; Hak-Keung Lam; Yim-Shu Lee; Peter Kwong-Shun Tam (IEEE Trans. Ind. Electron., 2003)

Short-term electric load forecasting based on a neural fuzzy network. - Sai-Ho Ling; Frank Hung-Fat Leung; Hak-Keung Lam; Peter Kwong-Shun Tam (IEEE Trans. Ind. Electron., 2003)

Tuning of the structure and parameters of a neural network using an improved genetic algorithm. - Frank Hung-Fat Leung; Hak-Keung Lam; Sai-Ho Ling; Peter Kwong-Shun Tam (IEEE Trans. Neural Networks, 2003)

Design and stability analysis of fuzzy model-based nonlinear controller for nonlinear systems using genetic algorithm. - Hak-Keung Lam; Frank H. F. Leung; Peter Kwong-Shun Tam (IEEE Trans. Syst. Man Cybern. Part B, 2003)

Function estimation using a neural-fuzzy network and an improved genetic algorithm. - Hak-Keung Lam; Sai-Ho Ling; Frank H. F. Leung; Peter Kwong-Shun Tam (Int. J. Approx. Reason., 2004)

On interpretation of graffiti digits and characters for eBooks: neural-fuzzy network and genetic algorithm approach. - K. F. Leung; Frank H. F. Leung; Hak-Keung Lam; Steve S. H. Ling (IEEE Trans. Ind. Electron., 2004)

Optimal and stable fuzzy controllers for nonlinear systems based on an improved genetic algorithm. - Frank Hung-Fat Leung; Hak-Keung Lam; Sai-Ho Ling; Peter Kwong-Shun Tam (IEEE Trans. Ind. Electron., 2004)

Digit and command interpretation for electronic book using neural network and genetic algorithm. - Hak-Keung Lam; Frank H. F. Leung (IEEE Trans. Syst. Man Cybern. Part B, 2004)

Design of a switching controller for nonlinear systems with unknown parameters based on a fuzzy logic approach. - Hak-Keung Lam; Frank H. F. Leung; Yim-Shu Lee (IEEE Trans. Syst. Man Cybern. Part B, 2004)

A variable-parameter neural network trained by improved genetic algorithm and its application. - Steve S. H. Ling; Hak-Keung Lam; Frank Hung-Fat Leung (IJCNN, 2005)

Fuzzy rule-based combination of linear and switching state-feedback controllers. - Hak-Keung Lam; Frank H. F. Leung (Fuzzy Sets Syst., 2005)

Computational Intelligence Techniques for Home Electric Load Forecasting and Balancing. - Sai-Ho Ling; Frank H. F. Leung; Lik-Kin Wong; Hak-Keung Lam (Int. J. Comput. Intell. Appl., 2005)

An improved genetic algorithm based fuzzy-tuned neural network. - Sai-Ho Ling; Frank H. F. Leung; Hak-Keung Lam (Int. J. Neural Syst., 2005)

Stability analysis of fuzzy control systems subject to uncertain grades of membership. - Hak-Keung Lam; Frank H. F. Leung (IEEE Trans. Syst. Man Cybern. Part B, 2005)

Fuzzy combination of fuzzy and switching state-feedback controllers for nonlinear systems subject to parameter uncertainties. - Hak-Keung Lam; Frank H. F. Leung (IEEE Trans. Syst. Man Cybern. Part B, 2005)

LMI Relaxed Stability Conditions for Fuzzy-Model-based Control Systems. - Hak-Keung Lam; Frank Hung-Fat Leung (FUZZ-IEEE, 2006)

LMI-based Stability and Performance Design of Fuzzy Control Systems: Fuzzy Models and Controllers with Different Premises. - Hak-Keung Lam; Frank Hung-Fat Leung (FUZZ-IEEE, 2006)

A Variable Node-to-Node-Link Neural Network and Its Application to Hand-Written Recognition. - Sai-Ho Ling; Frank H. F. Leung; Hak-Keung Lam (IJCNN, 2006)

Synchronization of Uncertain Chaotic Systems Based on the Fuzzy-Model-Based Approach. - Hak-Keung Lam; Frank H. F. Leung (Int. J. Bifurc. Chaos, 2006)

Design and Stabilization of Sampled-Data Neural-Network-Based Control Systems. - Hak-Keung Lam; Frank H. F. Leung (IEEE Trans. Syst. Man Cybern. Part B, 2006)

Control of nonlinear systems with a linear state-feedback controller and a modified neural network tuned by genetic algorithm. - Hak-Keung Lam; Sai-Ho Ling; Herbert H. C. Iu; Chun Wan Yeung; Frank H. F. Leung (IEEE Congress on Evolutionary Computation, 2007)

Stability Analysis and Performance Deign for Fuzzy-Model-Based Control System under Imperfect Premise Matching. - Hak-Keung Lam; Chun Wan Yeung; Frank H. F. Leung (FUZZ-IEEE, 2007)

Stability Conditions for Fuzzy Control Systems with Fuzzy Feedback Gains. - Hak-Keung Lam; Chun Wan Yeung; Frank H. F. Leung (FUZZ-IEEE, 2007)

Fuzzy controller with stability and performance rules for nonlinear systems. - Hak-Keung Lam; Frank H. F. Leung (Fuzzy Sets Syst., 2007)

Stabilization of Chaotic Systems Using Linear sampled-Data Controller. - Hak-Keung Lam; Frank H. F. Leung (Int. J. Bifurc. Chaos, 2007)

Synchronization of Chaotic Systems Using Neural-Network-Based Controller. - Hak-Keung Lam; Lakmal D. Seneviratne (Int. J. Bifurc. Chaos, 2007)

Application of a modified neural fuzzy network and an improved genetic algorithm to speech recognition. - K. F. Leung; Frank H. F. Leung; Hak-Keung Lam; Sai-Ho Ling (Neural Comput. Appl., 2007)

Input-dependent neural network trained by real-coded genetic algorithm and its industrial applications. - Sai-Ho Ling; Frank H. F. Leung; Hak-Keung Lam (Soft Comput., 2007)

Design and Training for Combinational Neural-Logic Systems. - Hak-Keung Lam; Frank Hung-Fat Leung (IEEE Trans. Ind. Electron., 2007)

Sampled-Data Fuzzy Controller for Time-Delay Nonlinear Systems: Fuzzy-Model-Based LMI Approach. - Hak-Keung Lam; Frank H. F. Leung (IEEE Trans. Syst. Man Cybern. Part B, 2007)

LMI-Based Stability and Performance Conditions for Continuous-Time Nonlinear Systems in Takagi-Sugeno's Form. - Hak-Keung Lam; Frank H. F. Leung (IEEE Trans. Syst. Man Cybern. Part B, 2007)

BMI-Based Stability and Performance Design for Fuzzy-Model-Based Control Systems Subject to Parameter Uncertainties. - Hak-Keung Lam; Lakmal D. Seneviratne (IEEE Trans. Syst. Man Cybern. Part B, 2007)

Stability analysis of T-S fuzzy-model-based control systems using fuzzy Lyapunov function. - Hak-Keung Lam; Mohammad Narimani; Johnny C. Y. Lai; Frank H. F. Leung (FUZZ-IEEE, 2008)

Fuzzy rule based multiwavelet ECG signal denoising. - Bingo Wing-Kuen Ling; Charlotte Yuk-Fan Ho; Hak-Keung Lam; Thomas Pak-Lin Wong; Albert Yick-Po Chan; Peter Kwong-Shun Tam (FUZZ-IEEE, 2008)

Properties of an invariant set of weights of perceptrons. - Charlotte Yuk-Fan Ho; Bingo Wing-Kuen Ling; Muhammad H. U. Nasir; Hak-Keung Lam; Herbert H. C. Iu (IJCNN, 2008)

Stability analysis of discrete-time fuzzy-model-based control systems with time delay: Time delay-independent approach. - Hak-Keung Lam; Frank H. F. Leung (Fuzzy Sets Syst., 2008)

Analysis and Control of bifurcation and Chaos in Average Queue Length in TCP/Red Model. - J. H. C. Nga; Herbert H. C. Iu; Bingo Wing-Kuen Ling; Hak-Keung Lam (Int. J. Bifurc. Chaos, 2008)

An Improved Genetic-Algorithm-Based Neural-Tuned Neural Network. - Frank H. F. Leung; Sai-Ho Ling; Hak-Keung Lam (Int. J. Comput. Intell. Appl., 2008)

Synchronization of Chaotic Systems Using Time-Delayed Fuzzy State-Feedback Controller. - Hak-Keung Lam; Bingo Wing-Kuen Ling; Herbert Ho-Ching Iu; Steve S. H. Ling (IEEE Trans. Circuits Syst. I Regul. Pap., 2008)

Chaotic Synchronization Using Sampled-Data Fuzzy Controller Based on Fuzzy-Model-Based Approach. - Hak-Keung Lam; Lakmal D. Seneviratne (IEEE Trans. Circuits Syst. I Regul. Pap., 2008)

Global Convergence and Limit Cycle Behavior of Weights of Perceptron. - Charlotte Yuk-Fan Ho; Bingo Wing-Kuen Ling; Hak-Keung Lam; Muhammad H. U. Nasir (IEEE Trans. Neural Networks, 2008)

Stability Analysis of Interval Type-2 Fuzzy-Model-Based Control Systems. - Hak-Keung Lam; Lakmal D. Seneviratne (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Hybrid Particle Swarm Optimization With Wavelet Mutation and Its Industrial Applications. - Sai-Ho Ling; Herbert H. C. Iu; Kit Yan Chan; Hak-Keung Lam; Chun Wan Yeung; Frank H. F. Leung (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Sum-of-squares-based stability analysis of polynomial fuzzy-model-based control systems. - Hak-Keung Lam; Mohammad Narimani (FUZZ-IEEE, 2009)

Quadratic stability analysis of fuzzy control systems using stepwise membership functions. - Hak-Keung Lam; Mohammad Narimani; Lakmal D. Seneviratne (FUZZ-IEEE, 2009)

SOS-based stability analysis of takagi-sugeno fuzzy control systems via polynomial membership functions. - Mohammad Narimani; Hak-Keung Lam (FUZZ-IEEE, 2009)

Relaxed stability conditions for discrete-time fuzzy-model-based control systems. - Ginny Y. Wong; Frank H. F. Leung; Hak-Keung Lam (FUZZ-IEEE, 2009)

SOS-based Stability Analysis of Polynomial Fuzzy Control Systems via Polynomial Membership Functions. - Mohammad Narimani; Hak-Keung Lam (SMC, 2009)

Interpretation of Handwritten Single-Stroke Graffiti Using Support Vector Machines. - Hak-Keung Lam; J. Prada (Int. J. Comput. Intell. Appl., 2009)

Stability Analysis and Performance Design for Fuzzy-Model-Based Control System Under Imperfect Premise Matching. - Hak-Keung Lam; Mohammad Narimani (IEEE Trans. Fuzzy Syst., 2009)

Relaxed LMI-Based Stability Conditions for Takagi-Sugeno Fuzzy Control Systems Using Regional-Membership-Function-Shape-Dependent Analysis Approach. - Mohammad Narimani; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2009)

Stability Analysis of Fuzzy-Model-Based Control Systems - Linear-Matrix-Inequality Approach - Hak-Keung Lam; Frank Hung-Fat Leung (Springer, 2010)

Stability analysis of sampled-data output-feedback polynomial fuzzy-model-based control systems. - Hak-Keung Lam; Mohammad Narimani (FUZZ-IEEE, 2010)

Stability analysis and stabilization of polynomial fuzzy-model-based control systems using piecewise linear membership functions. - Hak-Keung Lam; Mohammad Narimani; Frank Hung-Fat Leung (FUZZ-IEEE, 2010)

LMI-based stability analysis of fuzzy model-based control systems using approximated polynomial membership functions. - Mohammad Narimani; Hak-Keung Lam (FUZZ-IEEE, 2010)

Relaxed LMI-based stability analysis of fuzzy model-based control systems using approximated polynomial membership functions. - Mohammad Narimani; Hak-Keung Lam; Reza Sham Dilmaghani; Charles Wolfe (SMC, 2010)

Quadratic-Stability Analysis of Fuzzy-Model-Based Control Systems Using Staircase Membership Functions. - Hak-Keung Lam; Mohammad Narimani (IEEE Trans. Fuzzy Syst., 2010)

SOS-Based Stability Analysis of Polynomial Fuzzy-Model-Based Control Systems Via Polynomial Membership Functions. - Mohammad Narimani; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2010)

LMI-based stability conditions for interval type-2 fuzzy-model-based control systems. - Hak-Keung Lam; Mohammad Narimani; Lakmal D. Seneviratne (FUZZ-IEEE, 2011)

An approach for stability analysis of polynomial fuzzy model-based control systems. - Mohammad Narimani; Hak-Keung Lam; Hak-Keung Althoefer; Reza Sham Dilmaghani; Charles Wolfe; Christian Deters (FUZZ-IEEE, 2011)

Output-feedback sampled-data polynomial controller for nonlinear systems. - Hak-Keung Lam (Autom., 2011)

Playing Tic-Tac-Toe Using Genetic Neural Network with Double Transfer Functions. - Sai-Ho Ling; Hak-Keung Lam (J. Intell. Learn. Syst. Appl., 2011)

LMI-Based Stability Analysis for Fuzzy-Model-Based Control Systems Using Artificial T-S Fuzzy Model. - Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2011)

Polynomial Fuzzy-Model-Based Control Systems: Stability Analysis Via Piecewise-Linear Membership Functions. - Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2011)

LMI-Based Stability Analysis of Fuzzy-Model-Based Control Systems Using Approximated Polynomial Membership Functions. - Mohammad Narimani; Hak-Keung Lam; Reza Sham Dilmaghani; Charles Wolfe (IEEE Trans. Syst. Man Cybern. Part B, 2011)

New LMI Formulation For Observed-State Feedback Stabilization. - Ji-Chang Lo; Chin-Hung Cho; Hak-Keung Lam (SMC, 2012)

Hybrid Biomedical Intelligent Systems. - Maysam F. Abbod; Jiann-Shing Shieh; Hak-Keung Lam (Adv. Fuzzy Syst., 2012)

Stability analysis of nonlinear-function fuzzy-model-based control systems. - Hak-Keung Lam; Jimmy Lauber (J. Frankl. Inst., 2012)

Stabilization of Nonlinear Systems Using Sampled-Data Output-Feedback Fuzzy Controller Based on Polynomial-Fuzzy-Model-Based Control Approach. - Hak-Keung Lam (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Relaxed stabilization of T-S fuzzy systems with time-delay. - Shun-Hung Tsai; Chen Sun; Ji-Chang Lo; Hak-Keung Lam (FUZZ-IEEE, 2013)

Model-free fuzzy tightening control for bolt/nut joint connections of wind turbine hubs. - Christian Deters; Emanuele Lindo Secco; Helge A. Wurdemann; Hak-Keung Lam; Lakmal D. Seneviratne; Kaspar Althoefer (ICRA, 2013)

Editorial: Special issue on hybrid evolutionary systems for manufacturing processes. - Kit Yan Chan; Tharam S. Dillon; Hak-Keung Lam; Sai-Ho Ling; Hung T. Nguyen 001 (Appl. Soft Comput., 2013)

Membership-function-dependent stability analysis of fuzzy-model-based control systems using fuzzy Lyapunov functions. - Hak-Keung Lam; Jimmy Lauber (Inf. Sci., 2013)

Output Regulation of Polynomial-Fuzzy-Model-Based Control Systems. - Hak-Keung Lam; Ji-Chang Lo (IEEE Trans. Fuzzy Syst., 2013)

Stability Analysis of Polynomial-Fuzzy-Model-Based Control Systems Using Switching Polynomial Lyapunov Function. - Hak-Keung Lam; Mohammad Narimani; Hongyi Li 001; Honghai Liu 001 (IEEE Trans. Fuzzy Syst., 2013)

Output-Feedback Tracking Control for Polynomial Fuzzy-Model-Based Control Systems. - Hak-Keung Lam; Hongyi Li 001 (IEEE Trans. Ind. Electron., 2013)

Non-invasive detection of hypoglycemic episodes in Type 1 diabetes using intelligent hybrid rough neural system. - Sai-Ho Ling; Phyo Phyo San; Hak-Keung Lam; Hung T. Nguyen 001 (IEEE Congress on Evolutionary Computation, 2014)

Fuzzy disturbance observer for a class of polynomial fuzzy control systems. - Hugang Han; Yuta Higaki; Hak-Keung Lam (FUZZ-IEEE, 2014)

Dynamie output feedback controller design for T-S fuzzy plants with actuator saturation using linear fractional transformation. - Yang Liu 040; Xiaojun Ban; Fen Wu; Hak-Keung Lam (FUZZ-IEEE, 2014)

Relaxed stability conditions based on Taylor series membership functions for polynomial fuzzy-model-based control systems. - Chuang Liu 003; Hak-Keung Lam; Xian Zhang 002; Hongyi Li 001; Sai-Ho Ling (FUZZ-IEEE, 2014)

Fuzzy logic control of a continuum manipulator for surgical applications. - Peng Qi 001; Chuang Liu 003; Lin'an Zhang; Shuxin Wang; Hak-Keung Lam; Kaspar Althoefer (ROBIO, 2014)

A hybrid noise suppression filter for accuracy enhancement of commercial speech recognizers in varying noisy conditions. - Kit Yan Chan; Pei Chee Yong; Sven Nordholm; Ka Fai Cedric Yiu; Hak-Keung Lam (Appl. Soft Comput., 2014)

A study of neural-network-based classifiers for material classification. - Hak-Keung Lam; Udeme Ekong; Hongbin Liu 001; Bo Xiao 002; Hugo Araújo; Sai-Ho Ling; Kit Yan Chan (Neurocomputing, 2014)

Discrete Sliding-Mode Control for a Class of T-S Fuzzy Models with Modeling Error. - Hugang Han; Hak-Keung Lam (J. Adv. Comput. Intell. Intell. Informatics, 2014)

Editorial of special issue: "Advances in analysis and design of model-based fuzzy control systems" in Journal of the Franklin Institute. - Renquan Lu; Hak-Keung Lam; Jianbin Qiu; James Lam (J. Frankl. Inst., 2014)

Fuzzy Sampled-Data Control for Uncertain Vehicle Suspension Systems. - Hongyi Li 001; Xing Jian Jing; Hak-Keung Lam; Peng Shi 001 (IEEE Trans. Cybern., 2014)

Nonfragile Control With Guaranteed Cost of T-S Fuzzy Singular Systems Based on Parallel Distributed Compensation. - Chunsong Han; Ligang Wu 001; Hak-Keung Lam; Qingshuang Zeng (IEEE Trans. Fuzzy Syst., 2014)

Stability Analysis of Polynomial-Fuzzy-Model-Based Control Systems With Mismatched Premise Membership Functions. - Hak-Keung Lam; Shun-Hung Tsai (IEEE Trans. Fuzzy Syst., 2014)

Dissipativity Analysis and Synthesis for Discrete-Time T-S Fuzzy Stochastic SystemsWith Time-Varying Delay. - Ligang Wu 001; Xiaozhan Yang; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2014)

Stability and Stabilization of Discrete-Time T-S Fuzzy Systems With Stochastic Perturbation and Time-Varying Delay. - Xiaozhan Yang; Ligang Wu 001; Hak-Keung Lam; Xiaojie Su (IEEE Trans. Fuzzy Syst., 2014)

Control Design for Interval Type-2 Fuzzy Systems Under Imperfect Premise Matching. - Hak-Keung Lam; Hongyi Li 001; Christian Deters; Emanuele Lindo Secco; Helge A. Wurdemann; Kaspar Althoefer (IEEE Trans. Ind. Electron., 2014)

Model-Based Self-Tuning PI Control of Bolt-Nut Tightening for Wind Turbine Bearing Assembly. - Christian Deters; Hak-Keung Lam; Mark Barrett-Baxendale; Emanuele Lindo Secco (CIT/IUCC/DASC/PICom, 2015)

A Neural Network Clamping Force Model for Bolt Tightening of Wind Turbine Hubs. - Emanuele Lindo Secco; Atulya Nagar; Christian Deters; Helge A. Wurdemann; Hak-Keung Lam; Kaspar Althoefer (CIT/IUCC/DASC/PICom, 2015)

Stability analysis of T-S fuzzy PD, PI, and PID control systems. - Kairui Cao; Xiao Zhi Gao 001; Xing Wang; Hak-Keung Lam; Jing Ma (FSKD, 2015)

Interval type-2 fuzzy-model-based control design for time-delay systems under imperfect premise matching. - Yuandi Li; Hak-Keung Lam; Lixian Zhang; Hongyi Li 001; Fucai Liu; Shun-Hung Tsai (FUZZ-IEEE, 2015)

Delay-dependent stabilization condition for T-S fuzzy neutral systems. - Shun-Hung Tsai; Siou-An Jian; Yu-An Chen; Hak-Keung Lam; Yuandi Li (FUZZ-IEEE, 2015)

Lagrangian dynamics and nonlinear control of a continuum manipulator. - Yan Yu 001; Peng Qi 001; Kaspar Althoefer; Hak-Keung Lam (ROBIO, 2015)

Model reduction for interval type-2 Takagi-Sugeno fuzzy systems. - Hongyi Li 001; Shen Yin; Yingnan Pan; Hak-Keung Lam (Autom., 2015)

Variable weight neural networks and their applications on material surface and epilepsy seizure phase classifications. - Hak-Keung Lam; Udeme Ekong; Bo Xiao 002; Gaoxiang Ouyang; Hongbin Liu 001; Kit Yan Chan; Sai-Ho Ling (Neurocomputing, 2015)

Reinforcement learning optimization for base station sleeping strategy in coordinated multipoint (CoMP) communications. - Shuhuan Wen; Baozhu Hu; Hak-Keung Lam (Neurocomputing, 2015)

Interval type-2 fuzzy control for nonlinear discrete-time systems with time-varying delays. - Qi Zhou 002; Di Liu; Yabin Gao; Hak-Keung Lam; Rathinasamy Sakthivel (Neurocomputing, 2015)

Student engagement in a technology-mediated distance learning course. - Kam Cheong Li; Hak-Keung Lam (Int. J. Serv. Stand., 2015)

Positive filtering for positive Takagi-Sugeno fuzzy systems under l1 performance. - Xiaoming Chen; James Lam; Hak-Keung Lam (Inf. Sci., 2015)

Control design of interval type-2 fuzzy systems with actuator fault: Sampled-data control approach. - Hongyi Li 001; Xingjian Sun; Peng Shi 001; Hak-Keung Lam (Inf. Sci., 2015)

Polynomial Controller Design Using Disturbance Observer. - Hugang Han; Hak-Keung Lam (J. Adv. Comput. Intell. Intell. Informatics, 2015)

The Q-learning obstacle avoidance algorithm based on EKF-SLAM for NAO autonomous walking under unknown environments. - Shuhuan Wen; Xiao Chen; Chunli Ma; Hak-Keung Lam; Shaoyang Hua (Robotics Auton. Syst., 2015)

Accurate Bolt Tightening Using Model-Free Fuzzy Control for Wind Turbine Hub Bearing Assembly. - Christian Deters; Hak-Keung Lam; Emanuele Lindo Secco; Helge A. Wurdemann; Lakmal D. Seneviratne; Kaspar Althoefer (IEEE Trans. Control. Syst. Technol., 2015)

Fault Detection for T-S Fuzzy Time-Delay Systems: Delta Operator and Input-Output Methods. - Hongyi Li 001; Yabin Gao; Ligang Wu 001; Hak-Keung Lam (IEEE Trans. Cybern., 2015)

A Stepwise-Based Fuzzy Regression Procedure for Developing Customer Preference Models in New Product Development. - Kit Yan Chan; Hak-Keung Lam; Tharam S. Dillon; Sai-Ho Ling (IEEE Trans. Fuzzy Syst., 2015)

Polynomial Fuzzy-Model-Based Control Systems: Stability Analysis via Approximated Membership Functions Considering Sector Nonlinearity of Control Input. - Hak-Keung Lam; Chuang Liu 003; Ligang Wu 001; Xudong Zhao 001 (IEEE Trans. Fuzzy Syst., 2015)

Two-Step Stability Analysis for General Polynomial-Fuzzy-Model-Based Control Systems. - Hak-Keung Lam; Ligang Wu 001; James Lam (IEEE Trans. Fuzzy Syst., 2015)

State and Output Feedback Control of Interval Type-2 Fuzzy Systems With Mismatched Membership Functions. - Hongyi Li 001; Xingjian Sun; Ligang Wu 001; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2015)

Design of a Polynomial Fuzzy Observer Controller With Sampled-Output Measurements for Nonlinear Systems Considering Unmeasurable Premise Variables. - Chuang Liu 003; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2015)

Interval Type-2 Fuzzy Model Predictive Control of Nonlinear Networked Control Systems. - Qing Lu 002; Peng Shi 001; Hak-Keung Lam; Yuxin Zhao 001 (IEEE Trans. Fuzzy Syst., 2015)

Novel membership-function-dependent stability condition for T-S fuzzy systems. - Xiaozhan Yang; Hak-Keung Lam; Ligang Wu 001 (FUZZ-IEEE, 2016)

A novel stabilization condition for T-S polynomial fuzzy system with time-delay: A sum-of-squares approach. - Shun-Hung Tsai; Yu-An Chen; Yu-Wen Chen; Ji-Chang Lo; Hak-Keung Lam (SMC, 2016)

Robust filtering for a class of nonlinear stochastic systems with probability constraints. - Lifeng Ma; Zidong Wang 001; Hak-Keung Lam; Fuad E. Alsaadi; Xiaohui Liu 001 (Autom. Remote. Control., 2016)

Classification of epilepsy using computational intelligence techniques. - Khurram I. Qazi; Hak-Keung Lam; Bo Xiao 002; Gaoxiang Ouyang; Xunhe Yin (CAAI Trans. Intell. Technol., 2016)

Static output-feedback control for interval type-2 discrete-time fuzzy systems. - Yabin Gao; Hongyi Li 001; Mohammed Chadli; Hak-Keung Lam (Complex., 2016)

Fuzzy guaranteed cost output tracking control for fuzzy discrete-time systems with different premise variables. - Di Liu; Chengwei Wu; Qi Zhou 002; Hak-Keung Lam (Complex., 2016)

Polynomial-Approximation-Based Control for Nonlinear Systems. - Qi Zhou 002; Ziran Chen; Hak-Keung Lam (Circuits Syst. Signal Process., 2016)

Membership-Function-Dependent Stability Analysis and Control Synthesis of Guaranteed Cost Fuzzy-Model-Based Control Systems. - Hak-Keung Lam; Bo Xiao 002; Yan Yu 001; Xunhe Yin; Hugang Han; Shun-Hung Tsai; Chin-Sheng Chen (Int. J. Fuzzy Syst., 2016)

Classification of epilepsy seizure phase using interval type-2 fuzzy support vector machines. - Udeme Ekong; Hak-Keung Lam; Bo Xiao 002; Gaoxiang Ouyang; Hongbin Liu 001; Kit Yan Chan; Sai-Ho Ling (Neurocomputing, 2016)

Improved SFFS method for channel selection in motor imagery based BCI. - Zhaoyang Qiu; Jing Jin 001; Hak-Keung Lam; Yu Zhang 009; Xingyu Wang 004; Andrzej Cichocki (Neurocomputing, 2016)

Adaptive fuzzy decentralized control for a class of interconnected nonlinear system with unmodeled dynamics and dead zones. - Huanqing Wang 001; Wenxin Liu; Peter Xiaoping Liu; Hak-Keung Lam (Neurocomputing, 2016)

Fault detection for nonlinear networked systems based on quantization and dropout compensation: An interval type-2 fuzzy-model method. - Chengwei Wu; Hongyi Li 001; Hak-Keung Lam; Hamid Reza Karimi (Neurocomputing, 2016)

Design of polynomial fuzzy observer-controller with membership functions using unmeasurable premise variables for nonlinear systems. - Chuang Liu 003; Hak-Keung Lam; Xiaojun Ban; Xudong Zhao 001 (Inf. Sci., 2016)

Reduced-order model approximation of fuzzy switched systems with pre-specified performance. - Xiaojie Su; Xinxin Liu 001; Yong-Duan Song; Hak-Keung Lam; Lei Wang 072 (Inf. Sci., 2016)

The study of model predictive control algorithm based on the force/position control scheme of the 5-DOF redundant actuation parallel robot. - Shuhuan Wen; Guiqian Qin; Baowei Zhang; Hak-Keung Lam; Yongsheng Zhao; Hongbin Wang 004 (Robotics Auton. Syst., 2016)

Optimal control of discrete-time interval type-2 fuzzy-model-based systems with D-stability constraint and control saturation. - Yabin Gao; Hongyi Li 001; Ligang Wu 001; Hamid Reza Karimi; Hak-Keung Lam (Signal Process., 2016)

Observer-Based Fault Detection for Nonlinear Systems With Sensor Fault and Limited Communication Capacity. - Hongyi Li 001; Yabin Gao; Peng Shi 001; Hak-Keung Lam (IEEE Trans. Autom. Control., 2016)

Filtering of Interval Type-2 Fuzzy Systems With Intermittent Measurements. - Hongyi Li 001; Chengwei Wu; Ligang Wu 001; Hak-Keung Lam; Yabin Gao (IEEE Trans. Cybern., 2016)

Observer-Based Fuzzy Control for Nonlinear Networked Systems Under Unmeasurable Premise Variables. - Hongyi Li 001; Chengwei Wu; Shen Yin; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2016)

Kinematic Control of Continuum Manipulators Using a Fuzzy-Model-Based Approach. - Peng Qi 001; Chuang Liu 003; Ahmad Ataka; Hak-Keung Lam; Kaspar Althoefer (IEEE Trans. Ind. Electron., 2016)

Adaptive Sliding Mode Control for Interval Type-2 Fuzzy Systems. - Hongyi Li 001; Jiahui Wang; Hak-Keung Lam; Qi Zhou 002; Haiping Du (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Fuzzy fractional order force control of 6PUS-UPU redundantly actuated parallel robot based on inner model position control structure. - Shuhuan Wen; Baowei Zhang; Pengcheng Hao; Hak-Keung Lam; Hongbin Wang 004 (Eng. Appl. Artif. Intell., 2017)

Fuzzy Identification and Delay Compensation based on the Force/Position Control Scheme of the 5-DOF Redundantly Actuated Parallel Robot. - Shuhuan Wen; Haiyang Yu; Baowei Zhang; Yongsheng Zhao; Hak-Keung Lam; Guiqian Qin; Hongrui Wang (Int. J. Fuzzy Syst., 2017)

Output-feedback tracking control for interval type-2 polynomial fuzzy-model-based control systems. - Bo Xiao 002; Hak-Keung Lam; Ge Song; Hongyi Li 001 (Neurocomputing, 2017)

A combined robust fuzzy time series method for prediction of time series. - Ozge Cagcag Yolcu; Hak-Keung Lam (Neurocomputing, 2017)

H∞ fuzzy control of semi-Markov jump nonlinear systems under σ-error mean square stability. - Ting Yang 006; Lixian Zhang; Hak-Keung Lam (Int. J. Syst. Sci., 2017)

Gain-scheduling control of T-S fuzzy systems with actuator saturation. - Yang Liu 040; Xiaojun Ban; Fen Wu; Hak-Keung Lam (J. Intell. Fuzzy Syst., 2017)

Stability analysis and synthesis of fuzzy-model-based time-delay systems under imperfect premise matching. - Hongwei Xia; Hak-Keung Lam; Li Li 096; Qiyong Wen; Guangcheng Ma (J. Intell. Fuzzy Syst., 2017)

Hypoglycemia detection: multiple regression-based combinational neural logic approach. - Sai-Ho Ling; Phyo Phyo San; Hak-Keung Lam; Hung T. Nguyen 001 (Soft Comput., 2017)

Robust power optimization scheme for cooperative wireless relay system in smart city. - Zhixin Liu 001; Peng Zhang 056; Hak-Keung Lam; Kit Yan Chan; Kai Ma 001 (Softw. Pract. Exp., 2017)

Event-Triggered Mean-Square Consensus Control for Time-Varying Stochastic Multi-Agent System With Sensor Saturations. - Lifeng Ma; Zidong Wang 001; Hak-Keung Lam (IEEE Trans. Autom. Control., 2017)

Event-Triggered Fault Detection of Nonlinear Networked Systems. - Hongyi Li 001; Ziran Chen; Ligang Wu 001; Hak-Keung Lam; Haiping Du (IEEE Trans. Cybern., 2017)

Design of Fuzzy Functional Observer-Controller via Higher Order Derivatives of Lyapunov Function for Nonlinear Systems. - Chuang Liu 003; Hak-Keung Lam; Tyrone Fernando; Herbert Ho-Ching Iu (IEEE Trans. Cybern., 2017)

Distributed Event-Based Set-Membership Filtering for a Class of Nonlinear Systems With Sensor Saturations Over Sensor Networks. - Lifeng Ma; Zidong Wang 001; Hak-Keung Lam; Nikos Kyriakoulis (IEEE Trans. Cybern., 2017)

Event-Triggered Control for Nonlinear Systems Under Unreliable Communication Links. - Hongyi Li 001; Ziran Chen; Ligang Wu 001; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2017)

Stability and Stabilization Analysis of Positive Polynomial Fuzzy Systems With Time Delay Considering Piecewise Membership Functions. - Xiaomiao Li; Hak-Keung Lam; Fucai Liu; Xudong Zhao 001 (IEEE Trans. Fuzzy Syst., 2017)

A Novel Approach to Reliable Output Feedback Control of Fuzzy-Affine Systems With Time Delays and Sensor Faults. - Yanling Wei 001; Jianbin Qiu; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2017)

Approaches to T-S Fuzzy-Affine-Model-Based Reliable Output Feedback Control for Nonlinear Itô Stochastic Systems. - Yanling Wei 001; Jianbin Qiu; Hak-Keung Lam; Ligang Wu 001 (IEEE Trans. Fuzzy Syst., 2017)

Stabilization of Interval Type-2 Polynomial-Fuzzy-Model-Based Control Systems. - Bo Xiao 002; Hak-Keung Lam; Hongyi Li 001 (IEEE Trans. Fuzzy Syst., 2017)

A Flexible Fuzzy Regression Method for Addressing Nonlinear Uncertainty on Aesthetic Quality Assessments. - Kit Yan Chan; Hak-Keung Lam; Ka Fai Cedric Yiu; Tharam S. Dillon (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Mean-Square H∞ Consensus Control for a Class of Nonlinear Time-Varying Stochastic Multiagent Systems: The Finite-Horizon Case. - Lifeng Ma; Zidong Wang 001; Hak-Keung Lam (IEEE Trans. Syst. Man Cybern. Syst., 2017)

A New Design of H-Infinity Piecewise Filtering for Discrete-Time Nonlinear Time-Varying Delay Systems via T-S Fuzzy Affine Models. - Yanling Wei 001; Jianbin Qiu; Peng Shi 001; Hak-Keung Lam (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Reactive Magnetic-Field-Inspired Navigation for Non-Holonomic Mobile Robots in Unknown Environments. - Ahmad Ataka; Hak-Keung Lam; Kaspar Althoefer (ICRA, 2018)

Magnetic-Field-Inspired Navigation for Soft Continuum Manipulator. - Ahmad Ataka; Ali Shiva; Hak-Keung Lam; Kaspar Althoefer (IROS, 2018)

Fuzzy Sliding Mode Control of a Continuum Manipulator. - Yan Yu 001; Qian Shi 003; Hak-Keung Lam (ROBIO, 2018)

Envelope-constrained H∞ filtering for nonlinear systems with quantization effects: The finite horizon case. - Lifeng Ma; Zidong Wang 001; Qing-Long Han; Hak-Keung Lam (Autom., 2018)

Adaptive PID controller based onQ-learning algorithm. - Qian Shi 003; Hak-Keung Lam; Bo Xiao 002; Shun-Hung Tsai (CAAI Trans. Intell. Technol., 2018)

T-S Fuzzy-Affine-Model-Based Reliable Output Feedback Control of Nonlinear Systems with Actuator Faults. - Yanling Wei 001; Jianbin Qiu; Xiuyan Peng; Hak-Keung Lam (Circuits Syst. Signal Process., 2018)

A review on stability analysis of continuous-time fuzzy-model-based control systems: From membership-function-independent to membership-function-dependent analysis. - Hak-Keung Lam (Eng. Appl. Artif. Intell., 2018)

Tracking control design of interval type-2 polynomial-fuzzy-model-based systems with time-varying delay. - Bo Xiao 002; Hak-Keung Lam; Xiaozhan Yang; Yan Yu 001; Hongliang Ren 001 (Eng. Appl. Artif. Intell., 2018)

Camera Recognition and Laser Detection based on EKF-SLAM in the Autonomous Navigation of Humanoid Robot. - Shuhuan Wen; Miao Sheng; Chunli Ma; Zhen Li; Hak-Keung Lam; Yongsheng Zhao; Jingrong Ma (J. Intell. Robotic Syst., 2018)

Reactive Magnetic-Field-Inspired Navigation Method for Robots in Unknown Convex 3-D Environments. - Ahmad Ataka; Hak-Keung Lam; Kaspar Althoefer (IEEE Robotics Autom. Lett., 2018)

Stability Analysis of Positive Polynomial Fuzzy-Model-Based Control Systems With Time Delay Under Imperfect Premise Matching. - Xiaomiao Li; Hak-Keung Lam; Ge Song; Fucai Liu (IEEE Trans. Fuzzy Syst., 2018)

Optimal Guaranteed Cost Sliding-Mode Control of Interval Type-2 Fuzzy Time-Delay Systems. - Hongyi Li 001; Jiahui Wang; Ligang Wu 001; Hak-Keung Lam; Yabin Gao (IEEE Trans. Fuzzy Syst., 2018)

Static Output Feedback Stabilization of Positive Polynomial Fuzzy Systems. - Aiwen Meng; Hak-Keung Lam; Yan Yu 001; Xiaomiao Li; Fucai Liu (IEEE Trans. Fuzzy Syst., 2018)

Finite-Time Event-Triggered ℋ∞ Control for T-S Fuzzy Markov Jump Systems. - Hao Shen 001; Feng Li 009; Huaicheng Yan 001; Hamid Reza Karimi; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2018)

Fuzzy Remote Tracking Control for Randomly Varying Local Nonlinear Models Under Fading and Missing Measurements. - Jun Song 002; Yugang Niu; James Lam; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2018)

Local Stabilization for Continuous-time Takagi-Sugeno Fuzzy Systems With Time Delay. - Likui Wang; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2018)

A New Approach to Stability and Stabilization Analysis for Continuous-Time Takagi-Sugeno Fuzzy Systems With Time Delay. - Likui Wang; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2018)

Spatially Piecewise Fuzzy Control Design for Sampled-Data Exponential Stabilization of Semilinear Parabolic PDE Systems. - Jun-Wei Wang 001; Shun-Hung Tsai; Han-Xiong Li; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2018)

T-S Fuzzy-Model-Based Output Feedback Tracking Control With Control Input Saturation. - Yan Yu 001; Hak-Keung Lam; Kit Yan Chan (IEEE Trans. Fuzzy Syst., 2018)

Model Reduction of Discrete-Time Interval Type-2 T-S Fuzzy Systems. - Yi Zeng 004; Hak-Keung Lam; Ligang Wu 001 (IEEE Trans. Fuzzy Syst., 2018)

Asynchronous Piecewise Output-Feedback Control for Large-Scale Fuzzy Systems via Distributed Event-Triggering Schemes. - Zhixiong Zhong; Yanzheng Zhu; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2018)

Consensus in multi-agent system with communication constraints based on asynchronous dynamics. - Xueli Fan; Xunhe Yin; Mi An; Hak-Keung Lam; Xueye Wei (Trans. Inst. Meas. Control, 2018)

Magnetic-Field-Inspired Navigation for Quadcopter Robot in Unknown Environments. - Ahmad Ataka; Hak-Keung Lam; Kaspar Althoefer (ICRA, 2019)

L_1 -Induced Static Output Feedback Controller Design and Stability Analysis for Positive Polynomial Fuzzy Systems. - Aiwen Meng; Hak-Keung Lam; Liang Hu; Fucai Liu (UKCI, 2019)

Ant Colony Optimization PID Control of Hypnosis With Propofol Using Renyi Permutation Entropy as Controlled Variable. - Zhenhu Liang; Lingyun Fu; Xiaoyu Li; Zeguo Feng; Jamie W. Sleigh; Hak-Keung Lam (IEEE Access, 2019)

IEEE Access Special Section Editorial: Special Section on New Developments on Reliable Control and Filtering of Complex Nonlinear Systems. - Jianbin Qiu; Yanling Wei 001; Ye-Hwa Chen; Hak-Keung Lam; Hamid Reza Karimi (IEEE Access, 2019)

Evolutionary Algorithms in Health Technologies. - Sai-Ho Ling; Hak-Keung Lam (Algorithms, 2019)

State estimation over non-acknowledgment networks with Markovian packet dropouts. - Hong Lin 001; James Lam; Zidong Wang 001; Hak-Keung Lam (Autom., 2019)

Membership-dependent stability conditions for type-1 and interval type-2 T-S fuzzy systems. - Xiaozhan Yang; Hak-Keung Lam; Ligang Wu 001 (Fuzzy Sets Syst., 2019)

Necessary and sufficient stability condition for second-order switched systems: a phase function approach. - Xiaozhan Yang; Hak-Keung Lam; Ligang Wu 001 (Int. J. Control, 2019)

Observer-based control of positive polynomial fuzzy systems with unknown time delay. - Meng Han; Hak-Keung Lam; Yuandi Li; Fucai Liu; Changzhu Zhang (Neurocomputing, 2019)

Two-degree-of-freedom internal model position control and fuzzy fractional force control of nonlinear parallel robot. - Shuhuan Wen; Di Zhang; Baowei Zhang; Hak-Keung Lam; Hongbin Wang 004; Yongsheng Zhao (Int. J. Syst. Sci., 2019)

Reliable Sliding Mode Control of Fast Sampling Singularly Perturbed Systems: A Redundant Channel Transmission Protocol Approach. - Jun Song 002; Yugang Niu; Hak-Keung Lam (IEEE Trans. Circuits Syst. I Regul. Pap., 2019)

New Stability Criterion for Continuous-Time Takagi-Sugeno Fuzzy Systems With Time-Varying Delay. - Likui Wang; Hak-Keung Lam (IEEE Trans. Cybern., 2019)

Event-Triggered Fuzzy Filtering for Nonlinear Dynamic Systems via Reduced-Order Approach. - Xiaojie Su; Yao Wen; Peng Shi 001; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2019)

A New Design of Membership-Function-Dependent Controller for T-S Fuzzy Systems Under Imperfect Premise Matching. - Changzhu Zhang; Hak-Keung Lam; Jianbin Qiu; Chengju Liu; Qijun Chen (IEEE Trans. Fuzzy Syst., 2019)

Output Feedback Control Synthesis and Stabilization for Positive Polynomial Fuzzy Systems Under L1 Performance. - Aiwen Meng; Hak-Keung Lam; Fucai Liu; Ziguang Wang (FSDM, 2020)

Event-Triggered Interval Type-2 Fuzzy Control for Uncertain Space Teleoperation Systems with State Constraints. - Ziwei Wang 001; Hak-Keung Lam; Zhang Chen; Bin Liang 001; Tao Zhang 006 (FUZZ-IEEE, 2020)

Stability analysis and output feedback control for stochastic networked systems with multiple communication delays and nonlinearities using fuzzy control technique. - Zhiming Zhang 001; Wei Zheng 005; Hak-Keung Lam; Shuhuan Wen; Fuchun Sun 001; Ping Xie (Appl. Math. Comput., 2020)

Joint optimization based on direct sparse stereo visual-inertial odometry. - Shuhuan Wen; Yanfang Zhao; Hong Zhang 013; Hak-Keung Lam; Luigi Manfredi (Auton. Robots, 2020)

Asynchronous sliding mode control of singularly perturbed semi-Markovian jump systems: Application to an operational amplifier circuit. - Jun Song 002; Yugang Niu; Hak-Keung Lam; Yuanyuan Zou 001 (Autom., 2020)

Channel Assignment in Uplink Wireless Communication Using Machine Learning Approach. - Guangyu Jia; Zhaohui Yang 001; Hak-Keung Lam; Jianfeng Shi 001; Mohammad Shikh-Bahaei (IEEE Commun. Lett., 2020)

Reliable Dissipative Interval Type-2 Fuzzy Control for Nonlinear Systems with Stochastic Incomplete Communication Route and Actuator Failure. - Qi Li; Yingnan Pan; Zhenxing Zhang; Hak-Keung Lam (Int. J. Fuzzy Syst., 2020)

Classification of electromyographic hand gesture signals using machine learning techniques. - Guangyu Jia; Hak-Keung Lam; Junkai Liao; Rong Wang (Neurocomputing, 2020)

Adaptive neuro-fuzzy PID controller based on twin delayed deep deterministic policy gradient algorithm. - Qian Shi 003; Hak-Keung Lam; Chengbin Xuan; Ming Chen 019 (Neurocomputing, 2020)

Functional observer-controller method for unmeasured premise variables Takagi-Sugeno systems with external disturbance. - Wen-Bo Xie 001; Tong-Zhi Wang; Hak-Keung Lam; Xin Wang 048 (Int. J. Syst. Sci., 2020)

NAO robot obstacle avoidance based on fuzzy Q-learning. - Shuhuan Wen; Xueheng Hu; Zhen Li; Hak-Keung Lam; Fuchun Sun 001; Bin Fang 003 (Ind. Robot, 2020)

Depth Estimation of Hard Inclusions in Soft Tissue by Autonomous Robotic Palpation Using Deep Recurrent Neural Network. - Bo Xiao 002; Wenjun Xu 005; Jing Guo; Hak-Keung Lam; Guangyu Jia; Wuzhou Hong; Hongliang Ren 001 (IEEE Trans Autom. Sci. Eng., 2020)

Reinforcement Learning-Based Control of Nonlinear Systems Using Lyapunov Stability Concept and Fuzzy Reward Scheme. - Ming Chen 019; Hak-Keung Lam; Qian Shi 003; Bo Xiao 002 (IEEE Trans. Circuits Syst. II Express Briefs, 2020)

A Novel Approach to State and Unknown Input Estimation for Takagi-Sugeno Fuzzy Models With Applications to Fault Detection. - Dong Zhao 004; Hak-Keung Lam; Yueyang Li; Steven X. Ding; Shuai Liu 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2020)

Fuzzy Output Tracking Control and Filtering for Nonlinear Discrete-Time Descriptor Systems Under Unreliable Communication Links. - Yueying Wang; Hamid Reza Karimi; Hak-Keung Lam; Huaicheng Yan 001 (IEEE Trans. Cybern., 2020)

Further Study on Observer Design for Continuous-Time Takagi-Sugeno Fuzzy Model With Unknown Premise Variables via Average Dwell Time. - Likui Wang; Hak-Keung Lam (IEEE Trans. Cybern., 2020)

Sliding-Mode Control of T-S Fuzzy Systems Under Weighted Try-Once-Discard Protocol. - Zhina Zhang; Yugang Niu; Hak-Keung Lam (IEEE Trans. Cybern., 2020)

Stability Analysis and Estimation of Domain of Attraction for Positive Polynomial Fuzzy Systems With Input Saturation. - Meng Han; Hak-Keung Lam; Fucai Liu; Likui Wang; Yinggan Tang (IEEE Trans. Fuzzy Syst., 2020)

Stability and Stabilization With Additive Freedom for Delayed Takagi-Sugeno Fuzzy Systems by Intermediary-Polynomial-Based Functions. - Zhichen Li; Huaicheng Yan 001; Hao Zhang 008; Jun Sun; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2020)

Sampled-Data Output-Feedback Tracking Control for Interval Type-2 Polynomial Fuzzy Systems. - Bo Xiao 002; Hak-Keung Lam; Yan Yu 001; Yuandi Li (IEEE Trans. Fuzzy Syst., 2020)

Membership-Function-Dependent Stabilization of Event-Triggered Interval Type-2 Polynomial Fuzzy-Model-Based Networked Control Systems. - Bo Xiao 002; Hak-Keung Lam; Zhixiong Zhong; Shuhuan Wen (IEEE Trans. Fuzzy Syst., 2020)

Hankel Norm Model Reduction of Discrete-Time Interval Type-2 T-S Fuzzy Systems With State Delay. - Yi Zeng 004; Hak-Keung Lam; Ligang Wu 001 (IEEE Trans. Fuzzy Syst., 2020)

Fault Detection for Fuzzy Semi-Markov Jump Systems Based on Interval Type-2 Fuzzy Approach. - Linchuang Zhang; Hak-Keung Lam; Yonghui Sun; Hongjing Liang (IEEE Trans. Fuzzy Syst., 2020)

Tracking Control Design for Positive T-S Fuzzy Systems Under H∞ Performance. - Lining Fu; Fucai Liu; Aiwen Meng; Hak-Keung Lam; Jilong Xu (FSDM, 2021)

A Joint Communication and Federated Learning Framework for Internet of Things Networks. - Zhaohui Yang 001; Guangyu Jia; Mingzhe Chen; Hak-Keung Lam; Kai-Kit Wong; Shuguang Cui; H. Vincent Poor (GLOBECOM, 2021)

Ball bonding inspections using a conjoint framework with machine learning and human judgement. - Kit Yan Chan; Ka Fai Cedric Yiu; Hak-Keung Lam; Bert Wei Wong (Appl. Soft Comput., 2021)

H∞ control for continuous-time Takagi-Sugeno fuzzy model by applying generalized Lyapunov function and introducing outer variables. - Likui Wang; Hak-Keung Lam (Autom., 2021)

Classification of COVID-19 chest X-Ray and CT images using a type of dynamic CNN modification method. - Guangyu Jia; Hak-Keung Lam; Yujia Xu (Comput. Biol. Medicine, 2021)

UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion with Ensemble Monte Carlo Dropout for COVID-19 Detection. - Moloud Abdar; Soorena Salari; Sina Qahremani; Hak-Keung Lam; Fakhri Karray; Sadiq Hussain; Abbas Khosravi; U. Rajendra Acharya; Saeid Nahavandi (CoRR, 2021)

Reachable set bounding of output-feedback control for discrete-time large-scale IT-2 fuzzy descriptor systems using distributed event-based broadcasts. - Xingyi Wang; Zhixiong Zhong; Hak-Keung Lam; Zuoyong Li (Eng. Appl. Artif. Intell., 2021)

Event-triggered fuzzy adaptive quantized control for nonlinear multi-agent systems in nonaffine pure-feedback form. - Guangliang Liu; Yingnan Pan; Hak-Keung Lam; Hongjing Liang (Fuzzy Sets Syst., 2021)

Finite-Time Fuzzy Sliding Mode Control for Nonlinear Descriptor Systems. - Zhixiong Zhong; Xingyi Wang; Hak-Keung Lam (IEEE CAA J. Autom. Sinica, 2021)

A case study on computer-aided diagnosis of nonerosive reflux disease using deep learning techniques. - Junkai Liao; Hak-Keung Lam; Guangyu Jia; Shraddha Gulati; Julius E. Bernth; Dmytro Poliyivets; Yujia Xu; Hongbin Liu 001; Bu Hayee (Neurocomputing, 2021)

MANet: A two-stage deep learning method for classification of COVID-19 from Chest X-ray images. - Yujia Xu; Hak-Keung Lam; Guangyu Jia (Neurocomputing, 2021)

Probability Dueling DQN active visual SLAM for autonomous navigation in indoor environment. - Shuhuan Wen; Xiaohan Lv; Hak-Keung Lam; Shaokang Fan; Xiao Yuan; Ming Chen 019 (Ind. Robot, 2021)

Membership-function-dependent stability analysis and local controller design for T-S fuzzy systems: A space-enveloping approach. - Hua Zheng; Wen-Bo Xie 001; Hak-Keung Lam; Likui Wang (Inf. Sci., 2021)

H∞ tracking control for nonlinear multivariable systems using wavelet-type TSK fuzzy brain emotional learning with particle swarm optimization. - Jing Zhao; Zhixiong Zhong; Chih-Min Lin; Hak-Keung Lam (J. Frankl. Inst., 2021)

Robust H∞ Control for Nonlinear Hyperbolic PDE Systems Based on the Polynomial Fuzzy Model. - Shun-Hung Tsai; Jun-Wei Wang 001; En-Shou Song; Hak-Keung Lam (IEEE Trans. Cybern., 2021)

Further Study on Stabilization for Continuous-Time Takagi-Sugeno Fuzzy Systems With Time Delay. - Likui Wang; Juanjuan Liu; Hak-Keung Lam (IEEE Trans. Cybern., 2021)

Hankel-Norm-Based Model Reduction for Stochastic Discrete-Time Nonlinear Systems in Interval Type-2 T-S Fuzzy Framework. - Yi Zeng 004; Hak-Keung Lam; Ligang Wu 001 (IEEE Trans. Cybern., 2021)

Fuzzy Sampled-Data Control for Synchronization of T-S Fuzzy Reaction-Diffusion Neural Networks With Additive Time-Varying Delays. - Ruimei Zhang; Deqiang Zeng; Ju H. Park 001; Hak-Keung Lam; Xiangpeng Xie 001 (IEEE Trans. Cybern., 2021)

Analysis and Design of Interval Type-2 Polynomial-Fuzzy-Model-Based Networked Tracking Control Systems. - Bo Xiao 002; Hak-Keung Lam; Hongying Zhou; Jianli Gao (IEEE Trans. Fuzzy Syst., 2021)

Event-Triggered Sliding Mode Control of Fuzzy Systems via Artificial Time-Delay Estimation. - Jing Xu 015; Yugang Niu; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2021)

Membership-Function-Dependent Stability Analysis for Polynomial-Fuzzy-Model-Based Control Systems via Chebyshev Membership Functions. - Zhiyong Bao; Xiaomiao Li; Hak-Keung Lam; Yong Peng; Fucai Liu (IEEE Trans. Fuzzy Syst., 2021)

Sliding Mode Control of Markovian Jump Fuzzy Systems: A Dynamic Event-Triggered Method. - Zhiru Cao; Yugang Niu; Hak-Keung Lam; Jiancong Zhao (IEEE Trans. Fuzzy Syst., 2021)

Nonsingular Finite-Time Event-Triggered Fuzzy Control for Large-Scale Nonlinear Systems. - Peihao Du; Yingnan Pan; Hongyi Li 001; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2021)

Synchronization Analysis for Nonlinear Complex Networks With Reaction-Diffusion Terms Using Fuzzy-Model-Based Approach. - Chi Huang; Xia Zhang; Hak-Keung Lam; Shun-Hung Tsai (IEEE Trans. Fuzzy Syst., 2021)

Aperiodic Sampled-Data-Based Control for Interval Type-2 Fuzzy Systems via Refined Adaptive Event-Triggered Communication Scheme. - Zhichen Li; Huaicheng Yan 001; Hao Zhang 008; Hak-Keung Lam; Meng Wang 013 (IEEE Trans. Fuzzy Syst., 2021)

Filter Design for Positive T-S Fuzzy Continuous-Time Systems With Time Delay Using Piecewise-Linear Membership Functions. - Aiwen Meng; Hak-Keung Lam; Fucai Liu; Yingjie Yang (IEEE Trans. Fuzzy Syst., 2021)

Singularity-Free Fixed-Time Fuzzy Control for Robotic Systems With User-Defined Performance. - Yingnan Pan; Peihao Du; Hong Xue; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2021)

Fuzzy-Affine-Model-Based Sampled-Data Filtering Design for Stochastic Nonlinear Systems. - Jianbin Qiu; Wenqiang Ji; Hak-Keung Lam; Meng Wang 013 (IEEE Trans. Fuzzy Syst., 2021)

Event-Triggered Prescribed-Time Fuzzy Control for Space Teleoperation Systems Subject to Multiple Constraints and Uncertainties. - Ziwei Wang 001; Hak-Keung Lam; Bo Xiao 002; Zhang Chen; Bin Liang 001; Tao Zhang 006 (IEEE Trans. Fuzzy Syst., 2021)

Guest Editorial: Special Issue on Type-2 Fuzzy-Model-Based Control and Its Applications. - Bo Xiao 002; Hak-Keung Lam; Kazuo Tanaka; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2021)

A Polynomial Membership Function Approach for Stability Analysis of Fuzzy Systems. - Wenbo Xie 001; Song Sang; Hak-Keung Lam; Jian Zhang 044 (IEEE Trans. Fuzzy Syst., 2021)

Hidden-Markov-Model-Based Asynchronous $H_{ infty }$ Tracking Control of Fuzzy Markov Jump Systems. - Min Xue 001; Huaicheng Yan 001; Hao Zhang 008; Jun Sun; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2021)

Fuzzy-Model-Based Output Feedback Steering Control in Autonomous Driving Subject to Actuator Constraints. - Changzhu Zhang; Hak-Keung Lam; Jianbin Qiu; Peng Qi 001; Qijun Chen (IEEE Trans. Fuzzy Syst., 2021)

Fuzzy Adaptive Event-Triggered Sampled-Data Control for Stabilization of T-S Fuzzy Memristive Neural Networks With Reaction-Diffusion Terms. - Ruimei Zhang; Deqiang Zeng; Ju H. Park 001; Hak-Keung Lam; Shouming Zhong (IEEE Trans. Fuzzy Syst., 2021)

Fuzzy-Affine-Model-Based Output Feedback Dynamic Sliding Mode Controller Design of Nonlinear Systems. - Wenqiang Ji; Jianbin Qiu; Ligang Wu 001; Hak-Keung Lam (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Output Feedback and Stability Analysis of Positive Polynomial Fuzzy Systems. - Aiwen Meng; Hak-Keung Lam; Fucai Liu; Changzhu Zhang; Peng Qi 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Hierarchical Multi-Scale Convolutional Network for Murmurs Detection on PCG Signals. - Yujia Xu; Xinqi Bao; Hak-Keung Lam; Ernest Nlandu Kamavuako (CinC, 2022)

Similarity Maps for Ventricular Arrhythmia Classification. - Qing Lin; Hak-Keung Lam; Michael J. Curtis; Zoran Cvetkovic (EMBC, 2022)

Navigation control of mobile robots using graph neural network and reinforcement learning with fuzzy reward. - Feng Zhang 031; Chengbin Xuan; Hak-Keung Lam; Shun-Hung Tsai (iFUZZY, 2022)

Stability analysis and robust controller design for systems with mixed time-delays and stochastic nonlinearity via cone complementarity linearization. - Wei Zheng 005; Zhiming Zhang 001; Fuchun Sun 001; Hak-Keung Lam; Shuhuan Wen (Appl. Math. Comput., 2022)

Dynamic random distribution learning rate for neural networks training. - Xueheng Hu; Shuhuan Wen; Hak-Keung Lam (Appl. Soft Comput., 2022)

Semi-Markov jump linear systems with bi-boundary sojourn time: Anti-modal-asynchrony control. - Jianan Yang; Zepeng Ning; Yimin Zhu; Lixian Zhang; Hak-Keung Lam (Autom., 2022)

Time-Frequency Distributions of Heart Sound Signals: A Comparative Study using Convolutional Neural Networks. - Xinqi Bao; Yujia Xu; Hak-Keung Lam; Mohamed Trabelsi 001; Ines Chihi; Lilia Sidhom; Ernest Nlandu Kamavuako (CoRR, 2022)

SEM: Safe exploration mask for q-learning. - Chengbin Xuan; Feng Zhang 031; Hak-Keung Lam (Eng. Appl. Artif. Intell., 2022)

LMIs-based stability analysis and fuzzy-logic controller design for networked systems with sector nonlinearities: Application in tunnel diode circuit. - Wei Zheng 005; Zhiming Zhang 001; Hak-Keung Lam; Fuchun Sun 001; Shuhuan Wen (Expert Syst. Appl., 2022)

Magnetic-Field-Inspired Navigation for Robots in Complex and Unknown Environments. - Ahmad Ataka; Hak-Keung Lam; Kaspar Althoefer (Frontiers Robotics AI, 2022)

More relaxed stability analysis and positivity analysis for positive polynomial fuzzy systems via membership functions dependent method. - Meng Han; Hak-Keung Lam; Fucai Liu; Yinggan Tang (Fuzzy Sets Syst., 2022)

A genetic programming-based convolutional neural network for image quality evaluations. - Kit Yan Chan; Hak-Keung Lam; Huimin Jiang (Neural Comput. Appl., 2022)

Variable weight algorithm for convolutional neural networks and its applications to classification of seizure phases and types. - Guangyu Jia; Hak-Keung Lam; Kaspar Althoefer (Pattern Recognit., 2022)

Auto-Denoising for EEG Signals Using Generative Adversarial Network. - Yang An; Hak-Keung Lam; Sai Ho Ling (Sensors, 2022)

Sliding Mode Reliable Control Under Redundant Channel: A Novel Censored Analog Fading Measurement. - Jiarui Li; Yugang Niu; Hak-Keung Lam; Bei Chen (IEEE Trans. Control. Netw. Syst., 2022)

Appearance-Based Gaze Estimation for ASD Diagnosis. - Jing Li 027; Zejin Chen; Yihao Zhong; Hak-Keung Lam; Junxia Han; Gaoxiang Ouyang; Xiaoli Li 002; Honghai Liu 001 (IEEE Trans. Cybern., 2022)

New Admissibility and Admissibilization Criteria for Nonlinear Discrete-Time Singular Systems by Switched Fuzzy Models. - Jian Chen 023; Jinpeng Yu 001; Hak-Keung Lam (IEEE Trans. Cybern., 2022)

A New Sampled-Data Output-Feedback Controller Design of Nonlinear Systems via Fuzzy Affine Models. - Wenqiang Ji; Jianbin Qiu; Hak-Keung Lam (IEEE Trans. Cybern., 2022)

Membership Function Derivatives Transformation Approach for Stability Analysis and Stabilization Control of T-S Fuzzy Systems. - He Li; Wenbo Xie 001; Hak-Keung Lam; Jian Zhang 044 (IEEE Trans. Cybern., 2022)

Stability and Stabilization for Fuzzy Systems With Time Delay by Applying Polynomial Membership Function and Iteration Algorithm. - Likui Wang; Hak-Keung Lam; Junhua Gu (IEEE Trans. Cybern., 2022)

ℓ₂-ℓ∞ Control of Discrete-Time State-Delay Interval Type-2 Fuzzy Systems via Dynamic Output Feedback. - Yi Zeng 004; Hak-Keung Lam; Bo Xiao 002; Ligang Wu 001 (IEEE Trans. Cybern., 2022)

Membership-Function-Dependent Control Design and Stability Analysis of Interval Type-2 Sampled-Data Fuzzy-Model-Based Control System. - Ming Chen 019; Hak-Keung Lam; Bo Xiao 002; Chengbin Xuan (IEEE Trans. Fuzzy Syst., 2022)

Membership-Function-Dependent Control Design of Interval Type-2 Sampled-Data Fuzzy-Model-Based Output-Feedback Tracking Control System. - Ming Chen 019; Hak-Keung Lam; Bo Xiao 002; Hongying Zhou (IEEE Trans. Fuzzy Syst., 2022)

Adaptive Fuzzy Tracking Control for a Class of Singular Systems via Output Feedback Scheme. - Jian Chen 023; Jinpeng Yu 001; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

Fuzzy-Model-Based Control for Singularly Perturbed Systems With Nonhomogeneous Markov Switching: A Dropout Compensation Strategy. - Jun Cheng 004; Wentao Huang; Hak-Keung Lam; Jinde Cao; Yinghui Zhang (IEEE Trans. Fuzzy Syst., 2022)

Extended-Dissipativity-Based Adaptive Event-Triggered Control for Stochastic Polynomial Fuzzy Singular Systems. - Zhiguang Feng; Yang Yang 107; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

New Results on Dissipative Control for a Class of Singular Takagi-Sugeno Fuzzy Systems With Time Delay. - Zhiguang Feng; Huayang Zhang; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

Static Output-Feedback Tracking Control for Positive Polynomial Fuzzy Systems. - Lining Fu; Hak-Keung Lam; Fucai Liu; Bo Xiao 002; Zhixiong Zhong (IEEE Trans. Fuzzy Syst., 2022)

Robust Tracking Control of Interval Type-2 Positive Takagi-Sugeno Fuzzy Systems With External Disturbance. - Lining Fu; Hak-Keung Lam; Fucai Liu; Hongying Zhou; Zhixiong Zhong (IEEE Trans. Fuzzy Syst., 2022)

Event-Based Secure Control of T-S Fuzzy-Based 5-DOF Active Semivehicle Suspension Systems Subject to DoS Attacks. - Zhou Gu; Xiang Sun; Hak-Keung Lam; Dong Yue 001; Xiangpeng Xie 001 (IEEE Trans. Fuzzy Syst., 2022)

Reachability Analysis-Based Interval Estimation for Discrete-Time Takagi-Sugeno Fuzzy Systems. - Shenghui Guo; Weijie Ren; Choon Ki Ahn; Chenglin Wen; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

Stabilization Analysis and Impulsive Controller Design for Positive Interval Type-2 Polynomial Fuzzy Systems. - Meng Han; Hak-Keung Lam; Fucai Liu; Yinggan Tang; Bo Han; Hongying Zhou (IEEE Trans. Fuzzy Syst., 2022)

Estimation of Domain of Attraction for Discrete-Time Positive Interval Type-2 Polynomial Fuzzy Systems With Input Saturation. - Meng Han; Hak-Keung Lam; Fucai Liu; Yinggan Tang; Hongying Zhou (IEEE Trans. Fuzzy Syst., 2022)

Event-Based Adaptive Fixed-Time Fuzzy Control for Active Vehicle Suspension Systems With Time-Varying Displacement Constraint. - Ting-Han Jia; Yingnan Pan; Hongjing Liang; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

Subpredictor-Based Fuzzy Control Design for a Reaction-Diffusion Equation. - Wen Kang; Jing Zhang; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

Aperiodic Sampled-Data Takagi-Sugeno Fuzzy Extended State Observer for a Class of Uncertain Nonlinear Systems With External Disturbance and Unmodeled Dynamics. - Zhichen Li; Huaicheng Yan 001; Hao Zhang 008; Hak-Keung Lam; Congzhi Huang (IEEE Trans. Fuzzy Syst., 2022)

Membership-Function-Dependent Design of $L_1$-Gain Output-Feedback Controller for Stabilization of Positive Polynomial Fuzzy Systems. - Aiwen Meng; Hak-Keung Lam; Fucai Liu; Yingjie Yang (IEEE Trans. Fuzzy Syst., 2022)

Static Output Feedback Fault Tolerant Control and Relaxed Stability Analysis of Positive Polynomial Fuzzy Systems. - Aiwen Meng; Hak-Keung Lam; Ziguang Wang; Fucai Liu (IEEE Trans. Fuzzy Syst., 2022)

A Novel Mixed Control Approach for Fuzzy Systems via Membership Functions Online Learning Policy. - Yingnan Pan; Qi Li; Hongjing Liang; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

Security-Based Fuzzy Control for Nonlinear Networked Control Systems With DoS Attacks via a Resilient Event-Triggered Scheme. - Yingnan Pan; Yanmin Wu; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

Event-Based Dissipative Control of Interval Type-2 Fuzzy Markov Jump Systems Under Sensor Saturation and Actuator Nonlinearity. - Guangtao Ran; Chuanjiang Li; Hak-Keung Lam; Dongyu Li; Chunsong Han (IEEE Trans. Fuzzy Syst., 2022)

Fuzzy-Model-Based Asynchronous Fault Detection for Markov Jump Systems With Partially Unknown Transition Probabilities: An Adaptive Event-Triggered Approach. - Guangtao Ran; Jian Liu 006; Chuanjiang Li; Hak-Keung Lam; Dongyu Li; Hongtian Chen (IEEE Trans. Fuzzy Syst., 2022)

Event-Triggered Control for Switched T-S Fuzzy Systems With General Asynchronism. - Shuang Shi; Zhongyang Fei; Hamid Reza Karimi; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

Interval Type-2 Fuzzy Control for HMM-Based Multiagent Systems via Dynamic Event-Triggered Scheme. - Yuan Wang 012; Huaicheng Yan 001; Hao Zhang 008; Hao Shen 001; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

GA-Assisted Sliding Mode Control of Fuzzy Systems via Improved Delayed Output Feedback. - Jing Xu 015; Yugang Niu; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

Sliding Mode Control for Networked Interval Type-2 Fuzzy Systems via Random Multiaccess Protocols. - Yekai Yang; Yugang Niu; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2022)

Reduced-Order Extended Dissipative Filtering for Nonlinear Systems With Sensor Saturation via Interval Type-2 Fuzzy Model. - Yi Zeng 004; Hak-Keung Lam; Bo Xiao 002; Ligang Wu 001; Ming Chen 019 (IEEE Trans. Fuzzy Syst., 2022)

Guaranteed Cost Control for Interval Type-2 Fuzzy Semi-Markov Switching Systems Within a Finite-Time Interval. - Linchuang Zhang; Yonghui Sun; Hak-Keung Lam; Hongyi Li 001; Jianxi Wang; Dongchen Hou (IEEE Trans. Fuzzy Syst., 2022)

Robust Stability Analysis and Feedback Control for Uncertain Systems With Time-Delay and External Disturbance. - Wei Zheng 005; Hak-Keung Lam; Fuchun Sun 001; Shuhuan Wen (IEEE Trans. Fuzzy Syst., 2022)

Dissipativity-Based Filtering of Time-Varying Delay Interval Type-2 Polynomial Fuzzy Systems Under Imperfect Premise Matching. - Hongying Zhou; Hak-Keung Lam; Bo Xiao 002; Zhixiong Zhong (IEEE Trans. Fuzzy Syst., 2022)

Cooperative Fault-Tolerant Control for Networks of Stochastic Nonlinear Systems With Nondifferential Saturation Nonlinearity. - Hongjing Liang; Guangliang Liu; Tingwen Huang; Hak-Keung Lam; Bohui Wang (IEEE Trans. Syst. Man Cybern. Syst., 2022)

New Results of Observer Design for Continuous-Time Fuzzy Systems: A Switching Technique. - Likui Wang; Juanjuan Liu; Hak-Keung Lam (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Reduced-Order Fault Detection Filter Design for Fuzzy Semi-Markov Jump Systems With Partly Unknown Transition Rates. - Linchuang Zhang; Yonghui Sun; Yingnan Pan; Hak-Keung Lam (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Quasisynchronization of Reaction-Diffusion Neural Networks Under Deception Attacks. - Ruimei Zhang; Hongxia Wang 001; Ju H. Park 001; Hak-Keung Lam; Peisong He (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Distributed Learning in Heterogeneous Environment: Federated Learning with Adaptive Aggregation and Computation Reduction. - Jingxin Li; Toktam Mahmoodi; Hak-Keung Lam (ICC, 2023)

On Reinforcement Learning in Stabilizability of Probabilistic Boolean Control Networks. - Lin Lin 012; James Lam; Peng Shi 001; Michael K. Ng 001; Hak-Keung Lam (ICMLC, 2023)

Improving COVID-19 CT classification of CNNs by learning parameter-efficient representation. - Yujia Xu; Hak-Keung Lam; Guangyu Jia; Jian Jiang; Junkai Liao; Xinqi Bao (Comput. Biol. Medicine, 2023)

Constrained Proximal Policy Optimization. - Chengbin Xuan; Feng Zhang 031; Faliang Yin; Hak-Keung Lam (CoRR, 2023)

Research on obstacle avoidance of robotic manipulators based on Ddpg and Transfer Learning. - Shuhuan Wen; Wen Long Zhen; Tao Wang; Jianhua Chen; Hak-Keung Lam; Qian Shi 003; Zekai Li (Int. J. Robotics Autom., 2023)

UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection. - Moloud Abdar; Soorena Salari; Sina Qahremani; Hak-Keung Lam; Fakhri Karray; Sadiq Hussain; Abbas Khosravi; U. Rajendra Acharya; Vladimir Makarenkov; Saeid Nahavandi (Inf. Fusion, 2023)

Uncertain Disturbance Attenuation and Rejection for Interval Type-2 Fuzzy Systems via Disturbance Observer. - Xiuming Yao; Zhe Sun; Hak-Keung Lam (Inf. Sci., 2023)

Fuzzy-Affine-Model-Based Sliding-Mode Control for Discrete-Time Nonlinear 2-D Systems via Output Feedback. - Wenqiang Ji; Jianbin Qiu; Hak-Keung Lam (IEEE Trans. Cybern., 2023)

Stability and Stabilization of Polynomial Fuzzy-Model-Based Switched Nonlinear Systems Under MDADT Switching Signal. - Zhiyong Bao; Hak-Keung Lam; Yong Peng; Fucai Liu; Kamyar Mehran (IEEE Trans. Fuzzy Syst., 2023)

Mode-Dependent Event-Triggered Output Control for Switched T-S Fuzzy Systems With Stochastic Switching. - Changtao He; Rongqiang Tang; Hak-Keung Lam; Jinde Cao; Xinsong Yang (IEEE Trans. Fuzzy Syst., 2023)

Dissipative Tracking Control of Nonlinear Markov Jump Systems With Incomplete Transition Probabilities: A Multiple-Event-Triggered Approach. - Guangtao Ran; Zhan Shu; Hak-Keung Lam; Jian Liu 006; Chuanjiang Li (IEEE Trans. Fuzzy Syst., 2023)

Fuzzy-Model-Based Dynamic Event-Triggered Control in Sensor-to-Controller Channel for Nonlinear Strict-Feedback System via Command Filter. - Xiaoling Wang 001; Jiapeng Liu; Hak-Keung Lam; Jinpeng Yu 001 (IEEE Trans. Fuzzy Syst., 2023)

Hercules: Deep Hierarchical Attentive Multilevel Fusion Model With Uncertainty Quantification for Medical Image Classification. - Moloud Abdar; Mohammad Amin Fahami; Leonardo Rundo; Petia Radeva; Alejandro F. Frangi; U. Rajendra Acharya; Abbas Khosravi; Hak-Keung Lam; Alexander Jung; Saeid Nahavandi (IEEE Trans. Ind. Informatics, 2023)

Adaptive Fuzzy Output Feedback Tracking Control for Uncertain Nonstrict Feedback Systems With Variable Disturbances via Event-Triggered Mechanism. - Jian Chen 023; Hak-Keung Lam; Jinpeng Yu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Adaptive Fuzzy Control for a Spatial Flexible Hose System With Dynamic Event-Triggered Mechanism. - Zhijie Liu 001; Jun Shi 005; Yakun He; Zhijia Zhao 002; Hak-Keung Lam (IEEE Trans. Aerosp. Electron. Syst., 2023)

Fuzzy-Based Robust Precision Consensus Tracking for Uncertain Networked Systems With Cooperative-Antagonistic Interactions. - Hongjing Liang; Lei Chen 087; Yingnan Pan; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2023)

Passivity-Based Adaptive Fuzzy Control for Stochastic Nonlinear Switched Systems via T-S Fuzzy Modeling. - Zhen Liu; Jinpeng Yu 001; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2023)

An incremental learning method with hybrid data over/down-sampling for sEMG-based gesture classification. - Shaoyang Hua; Congqing Wang; Hak-Keung Lam; Shuhuan Wen (Biomed. Signal Process. Control., 2023)

Diagnosis of brain diseases in fusion of neuroimaging modalities using deep learning: A review. - Afshin Shoeibi; Marjane Khodatars; Mahboobeh Jafari; Navid Ghassemi; Parisa Moridian; Roohallah Alizadehsani; Sai Ho Ling; Abbas Khosravi; Hamid Alinejad-Rokny; Hak-Keung Lam; Matthew Fuller-Tyszkiewicz; U. Rajendra Acharya; et al. (Inf. Fusion, 2023)

Fuzzy-Affine-Model-Based Filtering Design for Continuous-Time Roesser-Type 2-D Nonlinear Systems. - Meng Wang 013; Hak-Keung Lam; Jianbin Qiu; Huaicheng Yan 001; Zhichen Li (IEEE Trans. Cybern., 2023)

A New Design of Fuzzy Affine Model-Based Output Feedback Control for Discrete-Time Nonlinear Systems. - Jianbin Qiu; Wenqiang Ji; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2023)

Multi-classification for EEG motor imagery signals using data evaluation-based auto-selected regularized FBCSP and convolutional neural network. - Yang An; Hak-Keung Lam; Sai Ho Ling (Neural Comput. Appl., 2023)

Adaptive Event-Triggered Control for Nonlinear Systems With Asymmetric State Constraints: A Prescribed-Time Approach. - Ziwei Wang 001; Hak-Keung Lam; Yao Guo 002; Bo Xiao 002; Yanan Li 001; Xiaojie Su; Eric M. Yeatman; Etienne Burdet (IEEE Trans. Autom. Control., 2023)

Sliding-Mode Control for Interval Type-2 Fuzzy Systems: Event-Triggering WTOD Scheme. - Yekai Yang; Yugang Niu; Hak-Keung Lam (IEEE Trans. Cybern., 2023)

Adaptive Event-Triggered Space-Time Sampled-Data Synchronization for Fuzzy Coupled RDNNs Under Hybrid Random Cyberattacks. - Tao Wu 012; Sergey Gorbachev; Hak-Keung Lam; Ju H. Park 001; Lianglin Xiong; Jinde Cao (IEEE Trans. Fuzzy Syst., 2023)

High-resolution feature based central venous catheter tip detection network in X-ray images. - Yuhan Wang; Hak-Keung Lam; Zeng-Guang Hou; Rui-Qi Li; Xiao-Liang Xie; Shi-Qi Liu 004 (Medical Image Anal., 2023)

Sliding Mode Control for Fuzzy Singularly Perturbed Systems With Improved Protocol. - Jun Cheng 004; Shan Liu; Hak-Keung Lam; Huaicheng Yan 001; Dan Zhang 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

Fault Reconstruction for Continuous-Time Switched Nonlinear Systems via Adaptive Fuzzy Observer Design. - Liheng Chen; Yongjie Tan; Yanzheng Zhu; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2023)

Nonperiodic Multirate Sampled-Data Fuzzy Control of Singularly Perturbed Nonlinear Systems. - Jing Xu 015; Yugang Niu; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2023)

Improvement accuracy in deep learning: An increasing neurons distance approach with the penalty term of loss function. - Xueheng Hu; Shuhuan Wen; Hak-Keung Lam (Inf. Sci., 2023)

Optimization for Interval Type-2 Polynomial Fuzzy Systems: A Deep Reinforcement Learning Approach. - Bo Xiao 002; Hak-Keung Lam; Chengbin Xuan; Ziwei Wang 001; Eric M. Yeatman (IEEE Trans. Artif. Intell., 2023)

Event-Triggered Adaptive Fuzzy Finite-Time Output Feedback Control for Stochastic Nonlinear Systems With Input and Output Constraints. - Chenyi Si; Hak-Keung Lam; Jiapeng Liu; Jinpeng Yu 001 (IEEE Trans. Fuzzy Syst., 2023)

Interval type-2 fuzzy-model-based control design and membership-functions-dependent analysis. - Bo Xiao 002; Hak-Keung Lam; Rathinasamy Sakthivel (Int. J. Syst. Sci., 2023)

Tracking Control for Nonlinear Systems With Actuator Saturation via Interval Type-2 T-S Fuzzy Framework. - Yi Zeng 004; Hak-Keung Lam; Bo Xiao 002; Ligang Wu 001 (IEEE Trans. Cybern., 2023)

Event-Triggered Positive Filter Design for Positive Polynomial Fuzzy Systems via Premise Integration and Membership-Function-Dependent Methods. - Meng Han; Ge Guo 001; Hak-Keung Lam; Bo Han; Zhengsong Wang (IEEE Trans. Fuzzy Syst., 2023)

Protocol-Based SMC for Interval Type-2 Fuzzy Semi-Markovian Jumping Systems With Channel Fading. - Wenhai Qi; Ning Zhang; Ju H. Park 001; Hak-Keung Lam; Jun Cheng 004 (IEEE Trans. Fuzzy Syst., 2023)

Multi-task learning framework to predict the status of central venous catheter based on radiographs. - Yuhan Wang; Hak-Keung Lam; Yujia Xu; Faliang Yin; Kun Qian 009 (Artif. Intell. Medicine, 2023)

Adaptive Distributed Attitude Consensus of a Heterogeneous Multiagent Quadrotor System: Singular Perturbation Approach. - Jing Xu 015; Yugang Niu; Hak-Keung Lam (IEEE Trans. Aerosp. Electron. Syst., 2023)

Relaxed Stabilization of Event-Triggered Interval Type-2 T-S Fuzzy Positive Systems With Stochastic Actuator Failure. - Ziguang Wang; Hak-Keung Lam; Aiwen Meng; Zhiquan Li (IEEE Trans. Fuzzy Syst., 2023)

A Dual-Loop Sliding-Mode Scheme for Uncertain Nonlinear Systems*. - Hongli Zhong; Zhixiong Zhong; Zhijie Huan; Hak-Keung Lam (ACC, 2024)

A Hybrid GCN-LSTM Model for Ventricular Arrhythmia Classification Based on ECG Pattern Similarity. - Qing Lin; Dino Oglic; Hak-Keung Lam; Michael J. Curtis; Zoran Cvetkovic (EMBC, 2024)

An obstacle avoidance-specific reinforcement learning method based on fuzzy attention mechanism and heterogeneous graph neural networks. - Feng Zhang 031; Chengbin Xuan; Hak-Keung Lam (Eng. Appl. Artif. Intell., 2024)

Stability and Stabilization of Fuzzy Event-Triggered Control for Positive Nonlinear Systems. - Ziguang Wang; Aiwen Meng; Hak-Keung Lam; Bo Xiao 002; Zhiquan Li (Int. J. Fuzzy Syst., 2024)

Robust stabilization for networked systems with transmission delay via integral Lyapunov functional and congruence transformation method. - Wei Zheng 005; Zhiming Zhang 001; Hak-Keung Lam; Fuchun Sun 001; Shuhuan Wen (Inf. Sci., 2024)

Event-triggered control for switched systems with sensor faults via adaptive fuzzy observer. - Ziyu Zhang; Xinsong Yang; Hak-Keung Lam; Zhengrong Xiang (Math. Comput. Simul., 2024)

Fuzzy Adaptive Containment Control for Nonlinear Multi-Manipulator Systems With Actuator Faults and Predefined Accuracy. - Huadi Shan; Yulian Jiang; Hongjing Liang; Shenquan Wang; Hak-Keung Lam (IEEE Trans. Netw. Sci. Eng., 2024)

Stability Analysis of Dynamic General Type-2 Fuzzy Control System With Uncertainty. - Zahra Namadchian; Afshin Shoeibi; Assef Zare; Juan Manuel Górriz; Hak-Keung Lam; Sai Ho Ling (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Genetic-Algorithm-Assisted Self-Scheduled Multidelay PIR Control: Experiments in a Car-Like Vehicle System. - Jing Xu 015; Chenhao Cai; Yugang Niu; Hak-Keung Lam (IEEE Trans. Cybern., 2024)

Exponential Stabilization of Polynomial Fuzzy Positive Switched Systems With Time Delay Considering MDADT Switching Signal. - Xiaomiao Li; Yannan Shan; Hak-Keung Lam; Zhiyong Bao; Jundong Zhao (IEEE Trans. Fuzzy Syst., 2024)

Command Filter-Based Adaptive Optimal Control of Uncertain Nonlinear Systems With Quantized Input. - Wei Yang 031; Hak-Keung Lam; Guozeng Cui; Jinpeng Yu 001 (IEEE Trans. Fuzzy Syst., 2024)

Adaptive Active Anti-Vibration Control for a 3-D Helicopter Flexible Slung-Load System With Input Saturations and Backlash. - Yong Ren 003; Zhijie Liu 001; Zhijia Zhao 002; Hak-Keung Lam (IEEE Trans. Aerosp. Electron. Syst., 2024)

A Switching Asynchronous Control Approach for Takagi-Sugeno Fuzzy Markov Jump Systems With Time-Varying Delay. - Likui Wang; Yinghong Zhao; Xiangpeng Xie 001; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2024)

CMAC-Based SMC for Uncertain Descriptor Systems Using Reachable Set Learning. - Zhixiong Zhong; Hak-Keung Lam; Hao Ying 001; Ge Xu (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Learning group-wise spatial attention and label dependencies for multi-task thoracic disease classification. - Yujia Xu; Hak-Keung Lam; Xinqi Bao; Yuhan Wang (Neurocomputing, 2024)

Coding-Decoding-Based Sliding Mode Control for Markovian Jump Systems Under Constrained Bit Rate: An Adaptive Quantizer Approach. - Sai Zhou; Jun Song 002; Hak-Keung Lam; Shuping He; Zhiru Cao (IEEE Trans. Control. Netw. Syst., 2024)

Stability Analysis and Event-Triggered Control for IT2 Discrete-Time Positive Polynomial Fuzzy Networked Control Systems With Time Delay. - Xiaomiao Li; Xiaoxiao Wang; Fucai Liu; Hak-Keung Lam; Yuehao Du (IEEE Trans. Fuzzy Syst., 2024)

Fuzzy SMC for Discrete Nonlinear Singularly Perturbed Models With Semi-Markovian Switching Parameters. - Wenhai Qi; Jichao Zhang; Ju H. Park 001; Hak-Keung Lam; Jun Cheng 004 (IEEE Trans. Fuzzy Syst., 2024)

Synchronous MDADT-Based Fuzzy Adaptive Tracking Control for Switched Multiagent Systems via Modified Self-Triggered Mechanism. - Hongjing Liang; Wenzhe Wang; Yingnan Pan; Hak-Keung Lam; Jiayue Sun (IEEE Trans. Fuzzy Syst., 2024)

Spatiotemporal Fuzzy-Observer-Based Feedback Control for Networked Parabolic PDE Systems. - Jun-Wei Wang 001; Yun Feng 001; Stevan Dubljevic; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2024)

Double Asynchronous Switching Control for Takagi-Sugeno Fuzzy Markov Jump Systems via Adaptive Event-Triggered Mechanism. - Yinghong Zhao; Likui Wang; Xiangpeng Xie 001; Jiayue Hou; Hak-Keung Lam (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Observer-Based Fuzzy Tracking Control for an Unmanned Aerial Vehicle With Communication Constraints. - Linghuan Kong; Zhijie Liu 001; Zhijia Zhao 002; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2024)

Anti-Attack Protocol-Based Synchronization Control for Fuzzy Complex Dynamic Networks. - Tao Wu 012; Jinde Cao; Choon Ki Ahn; Lianglin Xiong; Yang Liu 040; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2024)

Fuzzy Neural Network-Based Adaptive Sliding-Mode Descriptor Observer. - Zhixiong Zhong; Hak-Keung Lam; Michael V. Basin; Xiao-Jun Zeng (IEEE Trans. Fuzzy Syst., 2024)

Event-Triggered Distributed Fixed-Time Adaptive Attitude Control With Prescribed Performance for Multiple QUAVs. - Guozeng Cui; Hui Xu; Jinpeng Yu 001; Hak-Keung Lam (IEEE Trans Autom. Sci. Eng., 2024)

Fuzzy Observer-Based Command Filtered Adaptive Control of Flexible Joint Robots With Time-Varying Output Constraints. - Junhao Su; Hak-Keung Lam; Jiapeng Liu; Jinpeng Yu 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Polynomial Fuzzy Observer-Based Feedback Control for Nonlinear Hyperbolic PDEs Systems. - Shun-Hung Tsai; Wen-Hsin Lee; Kazuo Tanaka; Ying-Jen Chen; Hak-Keung Lam (IEEE Trans. Cybern., 2024)

New Stability Criterion for Positive Impulsive Fuzzy Systems by Applying Polynomial Impulse-Time-Dependent Method. - Likui Wang; Bo Zheng; Xiangpeng Xie 001; Hak-Keung Lam (IEEE Trans. Cybern., 2024)

Integrated Fault-Tolerant Control Design With Sampled-Output Measurements for Interval Type-2 Takagi-Sugeno Fuzzy Systems. - Hongying Zhou; Hak-Keung Lam; Bo Xiao 002; Chengbin Xuan (IEEE Trans. Cybern., 2024)

An Improved Predefined-Time Adaptive Neural Control Approach for Nonlinear Multiagent Systems. - Yingnan Pan; Weiyu Ji; Hak-Keung Lam; Liang Cao (IEEE Trans Autom. Sci. Eng., 2024)

Command Filter-Based Finite-Time Constraint Control for Flexible Joint Robots Stochastic System With Unknown Dead Zones. - Yuanbao Dong; Hak-Keung Lam; Jiapeng Liu; Jinpeng Yu 001 (IEEE Trans. Fuzzy Syst., 2024)

Short-term load forecasting: cascade intuitionistic fuzzy time series - univariate and bivariate models. - Ozge Cagcag Yolcu; Hak-Keung Lam; Ufuk Yolcu (Neural Comput. Appl., 2024)

Switched Command-Filtered-Based Adaptive Fuzzy Output-Feedback Funnel Control for Switched Nonlinear MIMO-Delayed Systems. - Zhenhua Li; Hongtian Chen; Hak-Keung Lam; Wentao Wu; Weidong Zhang 004 (IEEE Trans. Fuzzy Syst., 2024)

Reinforcement Learning for Fuzzy Structured Adaptive Optimal Control of Discrete-Time Nonlinear Complex Networks. - Tao Wu 012; Jinde Cao; Lianglin Xiong; Ju H. Park 001; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2024)

Finite-Time Asynchronous Switching Control for Fuzzy Markov Jump Systems by Applying Polynomial Membership Functions. - Yinghong Zhao; Likui Wang; Xiangpeng Xie 001; Hak-Keung Lam (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Boundary Output Tracking of Nonlinear Parabolic Differential Systems via Fuzzy PID Control. - Jin-Feng Zhang; Jun-Wei Wang 001; Hak-Keung Lam; Han-Xiong Li (IEEE Trans. Fuzzy Syst., 2024)

Adaptive Fuzzy Finite-Time Singular Perturbation Control for Flexible Joint Manipulators With State Constraints. - Rui Qi; Hak-Keung Lam; Jiapeng Liu; Jinpeng Yu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

A modified finite-time prescribed performance adaptive nonsingular terminal super-twisting controller for robot joint module. - Xiao Lin; Yankui Song; Junyang Li; Yu Xia; Hak-Keung Lam (Neurocomputing, 2025)

Explainable variable-weight multi-modal based deep learning framework for catheter malposition detection. - Yuhan Wang; Hak-Keung Lam (Inf. Fusion, 2025)

Non-fragile fuzzy control of input-saturated systems with global prescribed performance via an error-triggered mechanism. - Yu Xia; Jun He; Hak-Keung Lam; Leszek Rutkowski; Radu-Emil Precup (Inf. Sci., 2025)

Fuzzy control for unmanned vehicle systems subject to stochastic sampling: A packet-loss-tolerant switching-like event-triggered strategy. - Aogui Hu; Zhiru Cao; Hak-Keung Lam; Chen Peng 001; Haijuan Zhao (J. Frankl. Inst., 2025)

Redundancy reduction penalty term of loss function in deep neural network. - Xueheng Hu; Shuhuan Wen; Hak-Keung Lam (Knowl. Based Syst., 2025)

Output Tracking Control for Nonlinear Affine Systems With Relative Degree Two Based on Control Barrier Functions. - Changzhu Zhang; Wenjie Mao; Hao Zhang 008; Zhuping Wang; Hak-Keung Lam (IEEE Trans Autom. Sci. Eng., 2025)

Asynchronous Switching Control for Fuzzy Markov Jump Systems With Periodically Varying Delay and Its Application to Electronic Circuits. - Yinghong Zhao; Likui Wang; Xiangpeng Xie 001; Hak-Keung Lam; Junhua Gu (IEEE Trans Autom. Sci. Eng., 2025)

Stochastic Neural Network Control for Stochastic Nonlinear Systems With Quadratic Local Asymmetric Prescribed Performance. - Yu Xia; Ke Xiao; Jinde Cao; Radu-Emil Precup; Yogendra Arya; Hak-Keung Lam; Leszek Rutkowski (IEEE Trans. Cybern., 2025)

Parameter-Optimization-Based Adaptive Fault-Tolerant Control for a Quadrotor UAV Using Fuzzy Disturbance Observers. - Yong Ren 003; Yaobin Sun; Zhijie Liu 001; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2025)

Hierarchical Fuzzy Model-Agnostic Explanation: Framework, Algorithms, and Interface for XAI. - Faliang Yin; Hak-Keung Lam; David S. Watson (IEEE Trans. Fuzzy Syst., 2025)

Fast Finite-Time Formation Control of UAVs With Multiple Loops and External Disturbances. - Wenke Huang; Yanning Guo; Guangtao Ran; Hak-Keung Lam; Jian Liu 006; Bohui Wang (IEEE Trans. Intell. Veh., 2025)

Ventricular Arrhythmia Classification Using Similarity Maps and Hierarchical Multi-Stream Deep Learning. - Qing Lin; Dino Oglic; Michael J. Curtis; Hak-Keung Lam; Zoran Cvetkovic (IEEE Trans. Biomed. Eng., 2025)

Recursive Estimator-Based Fuzzy Adaptive Control for Discrete-Time Uncertain Systems With State Saturations and Missing Measurements. - Weiguo Shi; Jiapeng Liu; Hak-Keung Lam; Jinpeng Yu 001 (IEEE Trans. Fuzzy Syst., 2025)

Towards deployment-centric multimodal AI beyond vision and language. - Xianyuan Liu; Jiayang Zhang; Shuo Zhou; Thijs L. van der Plas; Avish Vijayaraghavan; Anastasiia Grishina; Mengdie Zhuang; Daniel Schofield; Christopher Tomlinson; Yuhan Wang; Ruizhe Li; Louisa van Zeeland; et al. (CoRR, 2025)

Learning Probabilistic Logical Control Networks: From Data to Controllability and Observability. - Lin Lin 012; James Lam; Peng Shi 001; Michael K. Ng 001; Hak-Keung Lam (IEEE Trans. Autom. Control., 2025)

Average Filtering Error-Based Event-Triggered Fuzzy Filter Design With Adjustable Gains for Networked Control Systems. - Yingnan Pan; Fan Huang; Tieshan Li; Hak-Keung Lam (IEEE Trans. Fuzzy Syst., 2025)

Relaxed Stability and Non-weighted L2-Gain Analysis for Asynchronously Switched Polynomial Fuzzy Systems. - Zhiyong Bao; Hak-Keung Lam; Xiaomiao Li; Fucai Liu (Int. J. Fuzzy Syst., 2025)

Adaptive Fuzzy Predefined-Time Cooperative Formation Control for Multiple USVs With Universal Global Performance Constraints. - Xiaona Song; Chenglin Wu; Hak-Keung Lam; Xin Wang 048; Shuai Song (IEEE Trans. Intell. Transp. Syst., 2025)

Redundant Structure-Based Multimotor Servo System Fuzzy Adaptive Fault-Tolerant Control via Unbalanced Torque Compensation. - Baofang Wang; Jingchen Yu; Hongmin Xin; Mingjie Cai; Hak-Keung Lam; Jinpeng Yu 001 (IEEE Trans. Fuzzy Syst., 2025)