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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:5/0  |  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:84/0  |  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:13/0  |  Submit date:2019/01/17
Elm Auto-encoder  Convolutional Neural Networks  3d Shape Recognition  Multi-view Feature Aggregation  
Dynamic group optimisation algorithm for training feed-forward neural networks Journal article
NEUROCOMPUTING, 2018,Volume: 314,Page: 1-19
Authors:  Tang, Rui;  Fong, Simon;  Deb, Suash;  Vasilakos, Athanasios V.;  Millham, Richard C.
Favorite  |  View/Download:19/0  |  Submit date:2018/10/30
Dynamic group optimisation algorithm  Metaheuristic algorithm  Neural network  
Discriminative graph regularized broad learning system for image recognition Journal article
SCIENCE CHINA-INFORMATION SCIENCES, 2018,Volume: 61,Issue: 11
Authors:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
Favorite  |  View/Download:23/0  |  Submit date:2019/01/17
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning  
Classifying 3D objects in LiDAR point clouds with a back-propagation neural network Journal article
HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2018,Volume: 8
Authors:  Song, Wei;  Zou, Shuanghui;  Tian, Yifei;  Fong, Simon;  Cho, Kyungeun
Favorite  |  View/Download:3/0  |  Submit date:2018/10/31
3D object recognition  Back-propagation neural network  Feature extraction  LiDAR point cloud  
Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
View  |  Adobe PDF(984Kb)  |  Favorite  |  View/Download:160/22  |  Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Multi-stage optimization of a deep model: A case study on ground motion modeling Journal article
PLOS ONE, 2018,Volume: 13,Issue: 9
Authors:  Tahmassebi, Amirhessam;  Gandomi, Amir H.;  Fong, Simon;  Meyer-Baese, Anke;  Foo, Simon Y.
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Toward Secure Image Denoising: A Machine Learning Based Realization Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Calgary, CANADA, APR 15-20, 2018
Authors:  Zheng Y.;  Wang C.;  Zhou J.
Favorite  |  View/Download:7/0  |  Submit date:2018/12/22
Cloud Computing  Image Denoising  Machine Learning  Neural Network  Privacy