Cong Wang

Orcid: 0000-0001-5485-1650

Affiliations:
  • Shandong University, School of Control Science and Engineering, Jinan, China
  • South China University of Technology, School of Automation, Guangzhou, China
  • City University of Hong Kong, Hong Kong (2001 - 2004)
  • National University of Singapore, Singapore (PhD 2002)


According to our database1, Cong Wang authored at least 126 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
New Results on Rapid Dynamical Pattern Recognition via Deterministic Learning From Sampling Sequences.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

A New Neural Dynamic Learning Framework for Discrete-Time Strict-Feedback Systems: Internal Interaction-Based Weight Adaptive Laws.
IEEE Trans. Cybern., July, 2024

Time series clustering of dynamical systems via deterministic learning.
Int. J. Mach. Learn. Cybern., July, 2024

Deterministic Learning-Based Neural PID Control for Nonlinear Robotic Systems.
IEEE CAA J. Autom. Sinica, May, 2024

Deterministic learning-based neural identification and knowledge fusion.
Neural Networks, January, 2024

Multiscale Joint Recurrence Quantification Analysis Integrating ECG Spatiotemporal and Dynamic Information for Cardiopathy Detection.
IEEE Trans. Instrum. Meas., 2024

Concurrent Analysis of Dynamic and Static Features for Classifying Cardiac Rhythms.
IEEE Trans. Instrum. Meas., 2024

Seizure detection via deterministic learning feature extraction.
Pattern Recognit., 2024

Dynamic learning from adaptive neural control for full-state constrained strict-feedback nonlinear systems.
Neural Networks, 2024

Explicit convergence relations for a class of discrete LTV systems and its application to performance analysis of deterministic learning.
J. Frankl. Inst., 2024

Learning from NN-based extended PID control for a class of high-order uncertain nonlinear systems.
Neurocomputing, 2024

2023
Integrating reinforcement learning with deterministic learning for fault diagnosis of nonlinear systems.
Neurocomputing, December, 2023

Observer-Based Learning and Non-High-Gain Recognition of Univariate Time Series.
IEEE Trans. Syst. Man Cybern. Syst., October, 2023

Deterministic Learning From Adaptive Neural Network Control for a 2-DOF Helicopter System With Unknown Backlash and Model Uncertainty.
IEEE Trans. Ind. Electron., September, 2023

Neural Learning Control for Discrete-Time Strict-Feedback Systems: An Error Estimate Method.
IEEE Trans. Circuits Syst. II Express Briefs, September, 2023

Detection of cervical spondylotic myelopathy based on gait analysis and deterministic learning.
Artif. Intell. Rev., September, 2023

A new method for the assessment of adenoid hypertrophy: Respirdynamicsgram (RDG).
Biomed. Signal Process. Control., August, 2023

Actuator Fault Diagnosis for a Class of Nonlinear Uncertain Systems via Deterministic Learning.
IEEE Trans. Syst. Man Cybern. Syst., March, 2023

Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks.
IEEE Trans. Medical Imaging, February, 2023

Observer-based dynamical pattern recognition via deterministic learning.
Neural Networks, February, 2023

Pattern-based learning and control of nonlinear pure-feedback systems with prescribed performance.
Sci. China Inf. Sci., January, 2023

Leader-Follower Formation Learning Control of Discrete-Time Nonlinear Multiagent Systems.
IEEE Trans. Cybern., 2023

Dynamic learning-based fault tolerant control for robotic manipulators with actuator faults.
J. Frankl. Inst., 2023

Fault diagnosis for a class of nonlinear uncertain systems using deterministic learning approach.
J. Frankl. Inst., 2023

2022
Dynamic Learning From Adaptive Neural Control for Discrete-Time Strict-Feedback Systems.
IEEE Trans. Neural Networks Learn. Syst., 2022

Observer Design for Sampled-Data Systems via Deterministic Learning.
IEEE Trans. Neural Networks Learn. Syst., 2022

Rapid Sensor Fault Diagnosis for a Class of Nonlinear Systems via Deterministic Learning.
IEEE Trans. Neural Networks Learn. Syst., 2022

Fault Identification for a Class of Nonlinear Systems of Canonical Form via Deterministic Learning.
IEEE Trans. Cybern., 2022

Deterministic learning from neural control for a class of sampled-data nonlinear systems.
Inf. Sci., 2022

Pattern-based autonomous smooth switching control for constrained flexible joint manipulator.
Neurocomputing, 2022

Distributed Cooperative Learning for Discrete-Time Strict-Feedback Multi Agent Systems Over Directed Graphs.
IEEE CAA J. Autom. Sinica, 2022

Fault Detection and Isolation of Uncertain Nonlinear Parabolic PDE Systems.
CoRR, 2022

Early detection of myocardial ischemia in 12-lead ECG using deterministic learning and ensemble learning.
Comput. Methods Programs Biomed., 2022

Neural learning control for discrete-time nonlinear systems in pure-feedback form.
Sci. China Inf. Sci., 2022

A hierarchical opportunistic screening model for osteoporosis using machine learning applied to clinical data and CT images.
BMC Bioinform., 2022

2021
Small Fault Detection of Discrete-Time Nonlinear Uncertain Systems.
IEEE Trans. Cybern., 2021

Fault Detection for a Class of Uncertain Sampled-Data Systems Using Deterministic Learning.
IEEE Trans. Cybern., 2021

Intelligent adaptive learning and control for discrete-time nonlinear uncertain systems in multiple environments.
Neurocomputing, 2021

Dynamical pattern recognition for sampling sequences based on deterministic learning and structural stability.
Neurocomputing, 2021

Identification of the Gray-Scott Model via Deterministic Learning.
Int. J. Bifurc. Chaos, 2021

Fault Detection of a Class of Nonlinear Uncertain Parabolic PDE Systems.
IEEE Control. Syst. Lett., 2021

Rapid dynamical pattern recognition for sampling sequences.
Sci. China Inf. Sci., 2021

Sensor Fault Identification for a Class of Nonlinear Discrete-time System.
Proceedings of the CAA Symposium on Fault Detection, 2021

2020
Distributed Fast Fault Diagnosis for Multimachine Power Systems via Deterministic Learning.
IEEE Trans. Ind. Electron., 2020

A model-based time-to-failure prediction scheme for nonlinear systems via deterministic learning.
J. Frankl. Inst., 2020

Composite adaptive NN learning and control for discrete-time nonlinear uncertain systems in normal form.
Neurocomputing, 2020

Learning from neural control for non-affine systems with full state constraints using command filtering.
Int. J. Control, 2020

Spiral Tip Recognition via Deterministic Learning.
Int. J. Bifurc. Chaos, 2020

Similar Fault Isolation of Discrete-Time Nonlinear Uncertain Systems: An Adaptive Threshold Based Approach.
IEEE Access, 2020

The Cardiodynamicsgram Based Early Detection of Myocardial Ischemia Using the Lempel-Ziv Complexity.
IEEE Access, 2020

2019
Cooperative Deterministic Learning-Based Formation Control for a Group of Nonlinear Uncertain Mechanical Systems.
IEEE Trans. Ind. Informatics, 2019

Small Fault Detection for a Class of Closed-Loop Systems via Deterministic Learning.
IEEE Trans. Cybern., 2019

Human Gait Recognition Based on Deterministic Learning and Data Stream of Microsoft Kinect.
IEEE Trans. Circuits Syst. Video Technol., 2019

Pattern-based NN control for uncertain pure-feedback nonlinear systems.
J. Frankl. Inst., 2019

Composite cooperative synchronization and decentralized learning of multi-robot manipulators with heterogeneous nonlinear uncertain dynamics.
J. Frankl. Inst., 2019

Small fault detection from discrete-time closed-loop control using fault dynamics residuals.
Neurocomputing, 2019

Deterministic learning from sampling data.
Neurocomputing, 2019

Abrupt stall detection for axial compressors with non-uniform inflow via deterministic learning.
Neurocomputing, 2019

Spiral Tip Identification via Deterministic Learning.
Int. J. Bifurc. Chaos, 2019

Global Identification of FitzHugh-Nagumo Equation via Deterministic Learning and Interpolation.
IEEE Access, 2019

Deterministic Learning-Based Methodology for Detecting Abnormal Dynamics of Cardiac Repolarization During Ischemia.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Pattern-Based NN Control of a Class of Uncertain Nonlinear Systems.
IEEE Trans. Neural Networks Learn. Syst., 2018

Platoon Formation Control With Prescribed Performance Guarantees for USVs.
IEEE Trans. Ind. Electron., 2018

A Stall Warning Scheme for Aircraft Engines With Inlet Distortion via Deterministic Learning.
IEEE Trans. Control. Syst. Technol., 2018

Individual identification using a gait dynamics graph.
Pattern Recognit., 2018

Extracting cardiac dynamics within ECG signal for human identification and cardiovascular diseases classification.
Neural Networks, 2018

Hand gesture recognition using Leap Motion via deterministic learning.
Multim. Tools Appl., 2018

Incipient fault detection of nonlinear dynamical systems via deterministic learning.
Neurocomputing, 2018

Cooperative deterministic learning control for a group of homogeneous nonlinear uncertain robot manipulators.
Sci. China Inf. Sci., 2018

Composite Consensus Control and Cooperative Adaptive Learning.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017
Relationship Between Persistent Excitation Levels and RBF Network Structures, With Application to Performance Analysis of Deterministic Learning.
IEEE Trans. Cybern., 2017

Fusion of spatial-temporal and kinematic features for gait recognition with deterministic learning.
Pattern Recognit., 2017

ECG beat classification via deterministic learning.
Neurocomputing, 2017

Bifurcation Predication in Axial Compressors with Nonuniform Inflow via Deterministic Learning.
Int. J. Bifurc. Chaos, 2017

2016
Dynamic Learning From Neural Control for Strict-Feedback Systems With Guaranteed Predefined Performance.
IEEE Trans. Neural Networks Learn. Syst., 2016

Neural Learning Control of Marine Surface Vessels With Guaranteed Transient Tracking Performance.
IEEE Trans. Ind. Electron., 2016

Human gait recognition based on deterministic learning through multiple views fusion.
Pattern Recognit. Lett., 2016

View-invariant gait recognition via deterministic learning.
Neurocomputing, 2016

A new method for early detection of myocardial ischemia: cardiodynamicsgram (CDG).
Sci. China Inf. Sci., 2016

Modeling of nonlinear dynamical systems based on deterministic learning and structural stability.
Sci. China Inf. Sci., 2016

2015
Learning From Adaptive Neural Dynamic Surface Control of Strict-Feedback Systems.
IEEE Trans. Neural Networks Learn. Syst., 2015

Small oscillation fault detection for a class of nonlinear systems with output measurements using deterministic learning.
Syst. Control. Lett., 2015

Voxel selection and neural decoding of fMRI data based on robust sparse programming with multi-dimensional derivative constraints.
Multidimens. Syst. Signal Process., 2015

Classification of neurodegenerative diseases using gait dynamics via deterministic learning.
Inf. Sci., 2015

Gait recognition across different walking speeds via deterministic learning.
Neurocomputing, 2015

Identification of the FitzHugh-Nagumo Model Dynamics via Deterministic Learning.
Int. J. Bifurc. Chaos, 2015

2014
Dynamic Learning From Adaptive Neural Network Control of a Class of Nonaffine Nonlinear Systems.
IEEE Trans. Neural Networks Learn. Syst., 2014

Rapid Oscillation Fault Detection and Isolation for Distributed Systems via Deterministic Learning.
IEEE Trans. Neural Networks Learn. Syst., 2014

Silhouette-based gait recognition via deterministic learning.
Pattern Recognit., 2014

Adaptive neural control and learning of affine nonlinear systems.
Neural Comput. Appl., 2014

Deterministic learning and neural control of a class of nonlinear systems toward improved performance.
Neural Comput. Appl., 2014

Dynamic learning from adaptive neural control with predefined performance for a class of nonlinear systems.
Inf. Sci., 2014

Learning from NN output feedback control of robot manipulators.
Neurocomputing, 2014

Model-Based Human Gait Recognition Via Deterministic Learning.
Cogn. Comput., 2014

Design and performance analysis of deterministic learning of sampled-data nonlinear systems.
Sci. China Inf. Sci., 2014

2013
Stability Analysis on Pattern-Based NN Control Systems.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Fault Detection for Nonlinear Discrete-Time Systems via Deterministic Learning.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Learning from Adaptive Neural Output Feedback Control of Robot Manipulators.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

A brain-computer interface controlled mail client.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Silhouette-Based Gait Recognition via Deterministic Learning.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2013

2012
Learning From ISS-Modular Adaptive NN Control of Nonlinear Strict-Feedback Systems.
IEEE Trans. Neural Networks Learn. Syst., 2012

Identification and Learning Control of Ocean Surface Ship Using Neural Networks.
IEEE Trans. Ind. Informatics, 2012

Human gait recognition via deterministic learning.
Neural Networks, 2012

Performance of deterministic learning in noisy environments.
Neurocomputing, 2012

Rapid isolation of small oscillation faults via deterministic learning.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Learning from adaptive neural control for a class of pure-feedback systems.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

2011
Rapid Detection of Small Oscillation Faults via Deterministic Learning.
IEEE Trans. Neural Networks, 2011

Dissipativity-Based Switching Adaptive Control.
IEEE Trans. Autom. Control., 2011

Persistency of excitation and performance of deterministic learning.
Syst. Control. Lett., 2011

2010
Rapid detection of oscillation faults via deterministic learning.
Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

2009
Learning from neural control of nonlinear systems in normal form.
Syst. Control. Lett., 2009

Deterministic Learning of Nonlinear Dynamical Systems.
Int. J. Bifurc. Chaos, 2009

Learning from neural control for a class of discrete-time nonlinear systems.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Dynamical Pattern Classification of Lorenz System and Chen System.
Proceedings of the Advances in Neural Networks, 2008

Deterministic Learning and Rapid Dynamical Pattern Recognition of Discrete-Time Systems.
Proceedings of the 2008 IEEE International Symposium on Intelligent Control, 2008

2007
Deterministic Learning and Rapid Dynamical Pattern Recognition.
IEEE Trans. Neural Networks, 2007

Deterministic learning and robot manipulator control.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2007

Learning from neural control in motor systems.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2007

Deterministic learning and fault diagnosis for nonlinear robotic manipulators.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2007

Deterministic Learning and Pattern-Based NN Control.
Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007

2006
Learning from neural control.
IEEE Trans. Neural Networks, 2006

Adaptive neural control of a permanent magnet synchronous motor.
Int. J. Model. Identif. Control., 2006

An ISS-modular approach for adaptive neural control of pure-feedback systems.
Autom., 2006

2005
Adaptive Neural Control of Non-Affine Pure-Feedback Systems.
Proceedings of the Intelligent Control, 2005

2003
Deterministic learning of nonlinear dynamical systems.
Proceedings of the International Symposium on Intelligent Control, 2003

2001
Adaptive neural control of a class of MIMO nonlinear systems.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001


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