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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
作者:  Xu, Jiamiao;  Yu, Shujian;  You, Xinge;  Leng, Mengjun;  Jing, Xiao-Yuan;  Chen, C. L. Philip
收藏  |  浏览/下载：172/0  |  提交时间：2020/08/21
Kernel  Interviews  Manifolds  Benchmark testing  Geometry  Optimization  Cybernetics  Cross-view classification  Divide-and-Conquer  multiview hybrid embedding (MvHE)  multiview 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
作者:  Wang, Jianhui;  Liu, Zhi;  Zhang, Yun;  Chen, C. L. Philip;  Lai, Guanyu
收藏  |  浏览/下载：235/0  |  提交时间：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  
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
作者:  Chen, C. L. Philip;  Feng, Shuang
收藏  |  浏览/下载：230/0  |  提交时间：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  
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
作者:  Chen, Zhihua;  Gao, Ting;  Sheng, Bin;  Li, Ping;  Chen, C. L. Philip
收藏  |  浏览/下载：301/0  |  提交时间：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  
Automatic Leader-Follower Persistent Formation Generation With Minimum Agent-Movement in Various Switching Topologies 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 4, 页码: 1569-1581
作者:  Yu, Dengxiu;  Chen, C. L. Philip
收藏  |  浏览/下载：199/0  |  提交时间：2020/06/02
Topology  Switches  Optimization  Shape  Multi-agent systems  Sensors  Control law  downward-tree  leader-follower  multiagent systems (MASs)  relation-invariable persistent formation (RIPF)  switching topologies  
Event-Triggered Adaptive Control of Saturated Nonlinear Systems With Time-Varying Partial State Constraints 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 4, 页码: 1485-1497
作者:  Wang, Lijie;  Chen, C. L. Philip;  Li, Hongyi
收藏  |  浏览/下载：225/0  |  提交时间：2020/06/02
Nonlinear systems  Adaptive control  Time-varying systems  Actuators  System performance  Lyapunov methods  Asymmetric  event-triggered adaptive control  input saturation  partial state constraints  
Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 414-424
作者:  Feng, Shuangg;  Chen, C. L. Philip
收藏  |  浏览/下载：236/0  |  提交时间：2020/03/30
Broad learning system (BLS)  classification  k-means  regression  Takagi-Sugeno (TS) fuzzy system  
Adaptive Fuzzy Quantized Control for Nonlinear Systems With Hysteretic Actuator Using a New Filter-Connected Quantizer 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 3, 页码: 876-889
作者:  Wu, Honghui;  Liu, Zhi;  Zhang, Yun;  Chen, C. L. Philip
收藏  |  浏览/下载：220/0  |  提交时间：2020/03/30
Hysteresis  Actuators  Nonlinear systems  Fuzzy logic  Adaptive systems  Adaptation models  Actuator hysteresis  adaptive quantized control  backstepping technique  fuzzy logic systems (FLSs)  nonlinear systems  
Adaptive Tracking Control of Surface Vessel Using Optimized Backstepping Technique 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 9, 页码: 3420-3431
作者:  Wen, Guoxing;  Ge, Shuzhi Sam;  Chen, C. L. Philip;  Tu, Fangwen;  Wang, Shengnan
收藏  |  浏览/下载：192/0  |  提交时间：2019/12/16
Actor-critic architecture  Lyapunov stability  optimized backstepping (OB)  reinforcement learning (RL)  surface vessel