Hai-Jun Rong

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 31

Top Topics

Adaptive Neural

Extreme Learning Machine

Top Venues

IEEE Trans. Fuzzy Syst.

Publications

Hui Huang, Hai-Jun Rong, Zhao-Xu Yang, Chi-Man Vong
Multilayer Stacked Evolving Fuzzy System Combined With Compressed Representation Learning. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Zhao-Xu Yang, Hai-Jun Rong, Pak-Kin Wong, Plamen P. Angelov, Chi-Man Vong, Chi-Chong Chiu, Zhi-Xin Yang
A Novel Multiple Feature-Based Engine Knock Detection System using Sparse Bayesian Extreme Learning Machine. Cogn. Comput. 14 (2) (2022)
Zhao-Xu Yang, Zhi-Xin Yang, Hai-Jun Rong
Adaptive nonparametric evolving fuzzy controller for uncertain nonlinear systems with dead zone. Evol. Syst. 13 (5) (2022)
Hui Huang, Hai-Jun Rong, Zhao-Xu Yang
A Task-Parallel and Reconfigurable FPGA-Based Hardware Implementation of Extreme Learning Machine. ASSE (2022)
Hui Huang, Hai-Jun Rong, Zhao-Xu Yang, Chi-Man Vong
Recursive least mean dual p-power solution to the generalization of evolving fuzzy system under multiple noises. Inf. Sci. 609 (2022)
Zhao-Xu Yang, Hai-Jun Rong, Plamen P. Angelov, Zhi-Xin Yang
Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises. IEEE Trans. Fuzzy Syst. 30 (7) (2022)
Hui Huang, Jing Yang, Hai-Jun Rong, Shaoyi Du
A generic FPGA-based hardware architecture for recursive least mean p-power extreme learning machine. Neurocomputing 456 (2021)
Zhao-Xu Yang, Hai-Jun Rong, Pak-Kin Wong, Plamen Angelov, Zhi-Xin Yang, Hang Wang
Self-Evolving Data Cloud-Based PID-Like Controller for Nonlinear Uncertain Systems. IEEE Trans. Ind. Electron. 68 (5) (2021)
Hui Huang, Hai-Jun Rong, Zhao-Xu Yang, Chi-Man Vong
Jointly evolving and compressing fuzzy system for feature reduction and classification. Inf. Sci. 579 (2021)
Jian-Ming Bai, Guang-She Zhao, Hai-Jun Rong
Novel direct remaining useful life estimation of aero-engines with randomly assigned hidden nodes. Neural Comput. Appl. 32 (18) (2020)
Jing Yang, Yi Xu, Hai-Jun Rong, Shaoyi Du, Hongmei Zhang
A Method for Wafer Defect Detection Using Spatial Feature Points Guided Affine Iterative Closest Point Algorithm. IEEE Access 8 (2020)
Hai-Jun Rong, Zhi-Xin Yang, Pak-Kin Wong
Robust and Noise-Insensitive Recursive Maximum Correntropy-Based Evolving Fuzzy System. IEEE Trans. Fuzzy Syst. 28 (9) (2020)
Xiaowei Gu, Plamen Angelov, Hai-Jun Rong
Local optimality of self-organising neuro-fuzzy inference systems. Inf. Sci. 503 (2019)
Zehua Liu, Hai-Jun Rong, Zhao-Xu Yang, Zhi-Xin Yang
Tensor Completion based 3D Reconstruction of Binocular Stereo Vision. IEEM (2019)
Zhao-Xu Yang, Hai-Jun Rong, Zhi-Xin Yang
Direct Adaptive Data Cloud based Fuzzy Control for NARMAX System. IEEM (2019)
Rong-Jing Bao, Hai-Jun Rong, Zhi-Xin Yang, Badong Chen
A Novel Prognostic Approach for RUL Estimation With Evolving Joint Prediction of Continuous and Discrete States. IEEE Trans. Ind. Informatics 15 (9) (2019)
Jian-Ming Bai, Guangshe Zhao, Hai-Jun Rong, Xianhua Wang
Seeker-Azimuth Determination with Gyro Rotor and Optoelectronic Sensors. Sensors 18 (4) (2018)
Hai-Jun Rong, Changjun Li, Rong-Jing Bao, Badong Chen
Incremental Adaptive EEG Classification of Motor Imagery-based BCI. IJCNN (2018)
Jian-Ming Bai, Guang-She Zhao, Hai-Jun Rong
Data-Driven Fuzzy Controller Design for Hypersonic Vehicle. HPCC/SmartCity/DSS (2018)
Hai-Jun Rong, Plamen P. Angelov, Xiaowei Gu, Jian-Ming Bai
Stability of Evolving Fuzzy Systems Based on Data Clouds. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Rong-Jing Bao, Hai-Jun Rong, Zhi-Xin Yang, Badong Chen
Remaining Useful Life Estimation of Aero-Engines with Self-Joint Prediction of Continuous and Discrete States. CoRR (2018)
Jing Yang, Yi Xu, Hai-Jun Rong, Shaoyi Du, Badong Chen
Sparse Recursive Least Mean p-Power Extreme Learning Machine for Regression. IEEE Access 6 (2018)
Rong-Jing Bao, Hai-Jun Rong, Plamen P. Angelov, Badong Chen, Pak-Kin Wong
Correntropy-Based Evolving Fuzzy Neural System. IEEE Trans. Fuzzy Syst. 26 (3) (2018)
Rong-Jing Bao, Hai-Jun Rong, Jing Yang, Badong Chen
An Incremental Self-Learning Algorithm with Robustness against Impulsive Noise. HPCC/SmartCity/DSS (2018)
Hai-Jun Rong, Zhao-Xu Yang, Pak-Kin Wong, Chi-Man Vong, Guang-She Zhao
A novel meta-cognitive fuzzy-neural model with backstepping strategy for adaptive control of uncertain nonlinear systems. Neurocomputing 230 (2017)
Zhao-Xu Yang, Hai-Jun Rong, Guang-She Zhao, Jing Yang
Self-evolving kernel recursive least squares algorithm for control and prediction. EAIS (2017)
Jing Yang, Feng Ye, Hai-Jun Rong, Badong Chen
Recursive least mean p-power Extreme Learning Machine. Neural Networks 91 (2017)
Zhao-Xu Yang, Guang-She Zhao, Guoqi Li, Hai-Jun Rong
Matrix differentiation for capacity region of Gaussian multiple access channels under weighted total power constraint. Ann. des Télécommunications 72 (11-12) (2017)
Jing Yang, Pengpeng Chen, Hai-Jun Rong, Badong Chen
Least mean p-power extreme learning machine for obstacle avoidance of a mobile robot. IJCNN (2016)
Yicong He, Fei Wang, Jing Yang, Hai-Jun Rong, Badong Chen
Kernel adaptive filtering under generalized Maximum Correntropy Criterion. IJCNN (2016)
Zhao-Xu Yang, Guang-She Zhao, Hai-Jun Rong, Jing Yang
Adaptive backstepping control for magnetic bearing system via feedforward networks with random hidden nodes. Neurocomputing 174 (2016)
Hai-Jun Rong, Jin-Tao Wei, Jian-Ming Bai, Guang-She Zhao, Yong-Qi Liang
Adaptive neural control for a class of MIMO nonlinear systems with extreme learning machine. Neurocomputing 149 (2015)
Hai-Jun Rong, Jian-Ming Bai, Jing Yang
Aircraft sensor failure diagnosis using self-organizing fuzzy systems. FUZZ-IEEE (2015)
Qin-ying Lin, Xiaoping Wang, Hai-Jun Rong
Self-organizing fuzzy failure diagnosis of aircraft sensors. Memetic Comput. 7 (4) (2015)
Hai-Jun Rong, Ya-Xin Jia, Guang-She Zhao
Aircraft recognition using modular extreme learning machine. Neurocomputing 128 (2014)
Hai-Jun Rong, Rong-Jing Bao, Guang-She Zhao
Model Reference Adaptive Neural Control for nonlinear systems based on Back-Propagation and Extreme Learning Machine. ISSNIP (2014)
Hai-Jun Rong, Sai Han, Guang-She Zhao
Adaptive fuzzy control of aircraft wing-rock motion. Appl. Soft Comput. 14 (2014)
Hai-Jun Rong, Guang-She Zhao
Direct adaptive neural control of nonlinear systems with extreme learning machine. Neural Comput. Appl. 22 (3-4) (2013)
Hai-Jun Rong
Indirect Adaptive Fuzzy-Neural Control of Robot Manipulator. HPCC-ICESS (2012)
Hai-Jun Rong, N. Sundararajan, Guang-Bin Huang, Guang-She Zhao
Extended sequential adaptive fuzzy inference system for classification problems. Evol. Syst. 2 (2) (2011)
Hai-Jun Rong, Suresh Sundaram, Guang-She Zhao
Stable indirect adaptive neural controller for a class of nonlinear system. Neurocomputing 74 (16) (2011)
Hai-Jun Rong, Guang-She Zhao
Stable indirect adaptive fuzzy-neuro control for a class of nonlinear systems. FUZZ-IEEE (2010)
Hai-Jun Rong, Narasimhan Sundararajan
Fuzzy-neuro fault-tolerant control schemes for aircraft autolanding under actuator failures. CISDA (2009)
Suresh Sundaram, Hai-Jun Rong, Narasimhan Sundararajan
Bio-inspired computing for launch vehicle design and trajectory optimization. CISDA (2009)
Hai-Jun Rong, Guang-Bin Huang, Narasimhan Sundararajan, Paramasivan Saratchandran
Online Sequential Fuzzy Extreme Learning Machine for Function Approximation and Classification Problems. IEEE Trans. Syst. Man Cybern. Part B 39 (4) (2009)
Hai-Jun Rong, Yew-Soon Ong, Ah-Hwee Tan, Zexuan Zhu
A fast pruned-extreme learning machine for classification problem. Neurocomputing 72 (1-3) (2008)
Hai-Jun Rong, Guang-Bin Huang, Yew-Soon Ong
Extreme learning machine for multi-categories classification applications. IJCNN (2008)
Hai-Jun Rong, Guang-Bin Huang, Narasimhan Sundararajan, Paramasivan Saratchandran
Fuzzy Fault Tolerant Controller for Actuator Failures during Aircraft Autolanding. FUZZ-IEEE (2006)
Hai-Jun Rong, N. Sundararajan, Guang-Bin Huang, P. Saratchandran
Sequential Adaptive Fuzzy Inference System (SAFIS) for nonlinear system identification and prediction. Fuzzy Sets Syst. 157 (9) (2006)
Guang-Bin Huang, Nan-Ying Liang, Hai-Jun Rong, Paramasivan Saratchandran, Narasimhan Sundararajan
On-Line Sequential Extreme Learning Machine. Computational Intelligence (2005)