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Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 3, 页码: 1204-1216
Authors:  Xu, Jiamiao;  Wang, Fangzhao;  Peng, Qinmu;  You, Xinge;  Wang, Shuo;  Jing, Xiao-Yuan;  Chen, C. L. Philip
Favorite  |  View/Download:22/0  |  Submit date:2021/04/27
Robustness  Laplace equations  Technological innovation  Learning systems  Data models  Gaussian noise  Convex functions  Block-diagonal representation learning  cross-view classification  low-rank representation  multiview learning  
Basis Function Matrix-Based Flexible Coefficient Autoregressive Models: A Framework for Time Series and Nonlinear System Modeling 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 2, 页码: 614-623
Authors:  Chen, Guang-Yong;  Gan, Min;  Chen, C. L. Philip;  Li, Han-Xiong
Favorite  |  View/Download:15/0  |  Submit date:2021/03/08
Model building  nonlinear least squares (NLLS)  parameter estimation  system modeling  time series  
Multiobjective Optimal Parking Maneuver Planning of Autonomous Wheeled Vehicles 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 卷号: 67, 期号: 12, 页码: 10809-10821
Authors:  Chai, Runqi;  Tsourdos, Antonios;  Savvaris, Al;  Chai, Senchun;  Xia, Yuanqing;  Chen, C. L. Philip
Favorite  |  View/Download:13/0  |  Submit date:2020/12/04
Optimization  Trajectory  Planning  Autonomous vehicles  Wheels  Acceleration  Adaptation models  Adaptive parameter controller  automatic parking  trajectory optimization  tradeoff front  
Six-DOF Spacecraft Optimal Trajectory Planning and Real-Time Attitude Control: A Deep Neural Network-Based Approach 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 11, 页码: 5005-5013
Authors:  Chai, Runqi;  Tsourdos, Antonios;  Savvaris, Al;  Chai, Senchun;  Xia, Yuanqing;  Chen, C. L. Philip
Favorite  |  View/Download:29/0  |  Submit date:2021/01/06
Attitude control  Real-time systems  Trajectory optimization  Trajectory planning  Attitude control  bilevel structure  deep neural network (DNN)  six-degree-of-freedom (6-DOF) hypersonic vehicle (HV)  trajectory planning  
Multiview Hybrid Embedding: A Divide-and-Conquer Approach 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 8, 页码: 3640-3653
Authors:  Xu, Jiamiao;  Yu, Shujian;  You, Xinge;  Leng, Mengjun;  Jing, Xiao-Yuan;  Chen, C. L. Philip
Favorite  |  View/Download:17/0  |  Submit date:2020/08/21
Kernel  Interviews  Manifolds  Benchmark testing  Geometry  Optimization  Cybernetics  Cross-view classification  Divide-and-Conquer  multiview hybrid embedding (MvHE)  multiview learning  
Weighted Broad Learning System and Its Application in Nonlinear Industrial Process Modeling 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 3017-3031
Authors:  Chu, Fei;  Liang, Tao;  Chen, C. L. Philip;  Wang, Xuesong;  Ma, Xiaoping
Favorite  |  View/Download:22/0  |  Submit date:2020/09/07
Learning systems  Training  Heuristic algorithms  Neural networks  Automation  Process control  Control engineering  Broad learning system (BLS)  incremental learning algorithm  noise and outliers  weighted penalty factor  
A Fuzzy Deep Model Based on Fuzzy Restricted Boltzmann Machines for High-Dimensional Data Classification 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 7, 页码: 1344-1355
Authors:  Feng, Shuang;  Chen, C. L. Philip;  Zhang, Chun-Yang
Favorite  |  View/Download:41/0  |  Submit date:2020/08/03
Data models  Training  Training data  Fuzzy neural networks  Databases  Neural networks  Classification  fuzzy deep model  fuzzy restricted Boltzmann machine (FRBM)  hybrid learning  
Adaptive Neural Control of a Class of Stochastic Nonlinear Uncertain Systems With Guaranteed Transient Performance 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 7, 页码: 2971-2981
Authors:  Wang, Jianhui;  Liu, Zhi;  Zhang, Yun;  Chen, C. L. Philip;  Lai, Guanyu
Favorite  |  View/Download:43/0  |  Submit date:2020/08/03
Neural networks  Adaptive systems  Nonlinear systems  Backstepping  Transient analysis  Approximation error  Time-varying systems  Adaptive control  neutral network  nonlinear control  stochastic disturbance  transient performance  
Outdoor Shadow Estimating Using Multiclass Geometric Decomposition Based on BLS 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2152-2165
Authors:  Chen, Zhihua;  Gao, Ting;  Sheng, Bin;  Li, Ping;  Chen, C. L. Philip
Favorite  |  View/Download:44/0  |  Submit date:2020/06/22
Lighting  Sun  Estimation  Learning systems  Feature extraction  Neural networks  Classification algorithms  Broad learning system (BLS)  illumination estimating  Markov random field (MRF)  multiclass integrating  shadow synthesis  
Generative and Discriminative Fuzzy Restricted Boltzmann Machine Learning for Text and Image Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2237-2248
Authors:  Chen, C. L. Philip;  Feng, Shuang
Favorite  |  View/Download:41/0  |  Submit date:2020/06/22
Data models  Training  Neurons  Image reconstruction  Feature extraction  Computational modeling  Cybernetics  Discriminative learning  fuzzy number  Gaussian fuzzy restricted Boltzmann machine (GFRBM)  image classification