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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
Authors:  Feng, Shuangg;  Chen, C. L. Philip
Favorite  |  View/Download:1/0  |  Submit date:2020/03/30
Broad learning system (BLS)  classification  k-means  regression  Takagi-Sugeno (TS) fuzzy system  
Structured Manifold Broad Learning System: A Manifold Perspective for Large-Scale Chaotic Time Series Analysis and Prediction 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 9, 页码: 1809-1821
Authors:  Han, Min;  Feng, Shoubo;  Chen, C. L. Philip;  Xu, Meiling;  Qiu, Tie
Favorite  |  View/Download:9/0  |  Submit date:2019/12/16
Manifold learning  dynamical system  nonuniform embedding  broad learning system  time series  
Universal Approximation Capability of Broad Learning System and Its Structural Variations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1191-1204
Authors:  Chen, C. L. Philip;  Liu, Zhulin;  Feng, Shuang
Favorite  |  View/Download:22/0  |  Submit date:2019/12/16
Broad learning system (BLS)  deep learning  face recognition  functional link neural networks (FLNNs)  non-linear function approximation  time-variant big data modeling  universal approximation  
Automatic Leader-Follower Persistent Formation Control for Autonomous Surface Vehicles 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 12146-12155
Authors:  Chen, C. L. Philip;  Yu, Dengxiu;  Liu, Lu
Favorite  |  View/Download:17/0  |  Submit date:2019/07/12
Leader-follower  autonomous surface vehicles  trajectory tracking  relation-invariable persistent formation  broad learning system  dynamic surface control  
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
Authors:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
Favorite  |  View/Download:8/0  |  Submit date:2019/12/16
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning