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Canonical Correlation Analysis Regularization: An Effective Deep Multi-View Learning Baseline for RGB-D Object Recognition Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2019,Volume: 11,Issue: 1,Page: 107 - 118
Authors:  Lulu Tang;  Zhi-Xin Yang;  Kui Jia
Favorite  |  View/Download:13/0  |  Submit date:2019/04/04
Practical multi-objective control for automotive semi-active suspension system with nonlinear hydraulic adjustable damper Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019,Volume: 117,Page: 667-688
Authors:  Ma, Xinbo;  Wong, Pak Kin;  Zhao, Jing
Favorite  |  View/Download:25/0  |  Submit date:2018/10/30
Semi-active suspension  Multi-objective control  Damper control  Sliding mode control  Particle swarm optimization  Neural network  
Cooperation Control of Under-actuated Mobile Robots with RBF-NN Approximator Conference paper
2018 International Automatic Control Conference (CACS), Taoyuan, Taiwan, 2018-11
Authors:  Yu Z.;  Wong S.F.
Favorite  |  View/Download:4/0  |  Submit date:2019/03/28
Cooperation Control  Lyapunov Direct Method  Rbf Neural Networks  Tracking Control Algorithm  Underactuated Mobile Robot  
A Lung Sound Category Recognition Method Based on Wavelet Decomposition and BP Neural Network Journal article
INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2019,Volume: 15,Issue: 1,Page: 195-207
Authors:  Shi, Yan;  Li, Yuqian;  Cai, Maolin;  Zhang, Xiaohua Douglas
Favorite  |  View/Download:2/0  |  Submit date:2019/01/17
lung sound  category recognition  wavelet de-noising  linear discriminant analysis  BP neural network  
Adaptive Reinforcement Learning Control Based on Neural Approximation for Nonlinear Discrete-Time Systems With Unknown Nonaffine Dead-Zone Input Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019,Volume: 30,Issue: 1,Page: 295-305
Authors:  Liu, Yan-Jun;  Li, Shu;  Tong, Shaocheng;  Chen, C. L. Philip
Favorite  |  View/Download:0/0  |  Submit date:2019/01/17
Discrete-time systems  neural networks (NNs)  nonlinear systems  optimal control  reinforcement learning  
An Efficient Fault Diagnostic Method for Three-Phase Induction Motors Based on Incremental Broad Learning and Non-Negative Matrix Factorization Journal article
IEEE Access, 2019,Volume: 7,Page: 17780-17790
Authors:  Jiang S.B.;  Wong P.K.;  Guan R.;  Liang Y.;  Li J.
Favorite  |  View/Download:3/0  |  Submit date:2019/03/26
Fault Diagnosis  Feature Extraction  Incremental Board Learning  Non-negative Matrix Factorization  Three-phase Induction Motor  
Asymptotic adaptive control of nonlinear systems with elimination of overparametrization in a Nussbaum-like design Journal article
AUTOMATICA, 2018,Volume: 98,Page: 277-284
Authors:  Chen, Ci;  Liu, Zhi;  Xie, Kan;  Zhang, Yun;  Chen, C. L. Philip
Favorite  |  View/Download:4/0  |  Submit date:2019/01/17
Tuning function  Asymptotic control  Adaptive fuzzy control  Neural network  Computational reduction  
Linguistic Knowledge-Aware Neural Machine Translation Journal article
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018,Volume: 26,Issue: 12,Page: 2341-2354
Authors:  Li, Qiang;  Wong, Derek F.;  Chao, Lidia S.;  Zhu, Muhua;  Xiao, Tong;  Zhu, Jingbo;  Zhang, Min
Favorite  |  View/Download:73/0  |  Submit date:2018/10/30
Attention gate  knowledge block  knowledge gate  neural machine translation (NMT)  
Neural-Dynamic Optimization-Based Model Predictive Control for Tracking and Formation of Nonholonomic Multirobot Systems Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 12,Page: 6113-6122
Authors:  Li, Zhijun;  Yuan, Wang;  Chen, Yao;  Ke, Fan;  Chu, Xiaoli;  Chen, C. L. Philip
Favorite  |  View/Download:1/0  |  Submit date:2019/01/17
Formation control  multiple mobile robots  neural-dynamic optimization  nonlinear model predictive control (NMPC)  
Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition Journal article
COGNITIVE COMPUTATION, 2018,Volume: 10,Issue: 6,Page: 908-921
Authors:  Yang, Zhi-Xin;  Tang, Lulu;  Zhang, Kun;  Wong, Pak Kin
Favorite  |  View/Download:8/0  |  Submit date:2019/01/17
Elm Auto-encoder  Convolutional Neural Networks  3d Shape Recognition  Multi-view Feature Aggregation