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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
作者:  Chu, Fei;  Liang, Tao;  Chen, C. L. Philip;  Wang, Xuesong;  Ma, Xiaoping
收藏  |  浏览/下载：211/0  |  提交时间：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  
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：198/0  |  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：242/0  |  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：163/0  |  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  
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：193/0  |  提交时间：2020/03/30
Broad learning system (BLS)  classification  k-means  regression  Takagi-Sugeno (TS) fuzzy system  
Formation Control With Obstacle Avoidance for a Class of Stochastic Multiagent Systems 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 卷号: 65, 期号: 7, 页码: 5847-5855
作者:  Wen, Guoxing;  Chen, C. L. Philip;  Liu, Yan-Jun
收藏  |  浏览/下载：192/0  |  提交时间：2019/12/16
Directed topology  formation control  obstacle avoidance  stochastic multiagent system  H-infinity analysis  
Discriminative graph regularized broad learning system for image recognition 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 11, 页码: 14
作者:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
收藏  |  浏览/下载：180/0  |  提交时间：2019/12/16
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning  
Incremental Updating Multirobot Formation Using Nonlinear Model Predictive Control Method With General Projection Neural Network 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 卷号: 66, 期号: 6, 页码: 4502-4512
作者:  Xiao, Hanzhen;  Chen, C. L. Philip
收藏  |  浏览/下载：212/0  |  提交时间：2019/07/12
General projection neural network (GPNN)  incremental updating method  multirobot formation control  nonlinear model predictive control (NMPC)