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语种:英语
资助机构:National Natural Science Foundation of China
资助机构:University of Macau
资助项目:National Natural Science Foundation of China[61751205]
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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
作者:
Feng, Shuang
;
Chen, C. L. Philip
;
Zhang, Chun-Yang
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  |  
浏览/下载:278/0
  |  
提交时间: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
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
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  |  
浏览/下载:293/0
  |  
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
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
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浏览/下载:228/0
  |  
提交时间:2020/03/30
Broad learning system (BLS)
classification
k-means
regression
Takagi-Sugeno (TS) fuzzy system
Neural Network Filtering Control Design for Nontriangular Structure Switched Nonlinear Systems in Finite Time
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 7, 页码: 2153-2162
作者:
Sui, Shuai
;
Chen, C. L. Philip
;
Tong, Shaocheng
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  |  
浏览/下载:269/0
  |  
提交时间:2019/12/16
Common Lyapunov function
finite time
non-triangular structure
switched systems
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
作者:
Chen, C. L. Philip
;
Liu, Zhulin
;
Feng, Shuang
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浏览/下载:262/0
  |  
提交时间: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
Fuzzy Adaptive Finite-Time Control Design for Nontriangular Stochastic Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2019, 卷号: 27, 期号: 1, 页码: 172-184
作者:
Sui, Shuai
;
Chen, C. L. Philip
;
Tong, Shaocheng
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  |  
浏览/下载:237/0
  |  
提交时间:2019/07/12
Multiple-input and multiple-output (MIMO) stochastic nonlinear systems
nontriangular form
state filter
stochastically finite-time control
Automatic Leader-Follower Persistent Formation Control for Autonomous Surface Vehicles
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 12146-12155
作者:
Chen, C. L. Philip
;
Yu, Dengxiu
;
Liu, Lu
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  |  
浏览/下载:273/0
  |  
提交时间:2019/07/12
Leader-follower
autonomous surface vehicles
trajectory tracking
relation-invariable persistent formation
broad learning system
dynamic surface control
Design of Highly Nonlinear Substitution Boxes Based on I-Ching Operators
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 12, 页码: 3349-3358
作者:
Zhang, Tong
;
Chen, C. L. Philip
;
Chen, Long
;
Xu, Xiangmin
;
Hu, Bin
收藏
  |  
浏览/下载:262/0
  |  
提交时间:2019/01/08
Boolean function
I-Ching
I-Ching operators 23 (ICOs)
periodic iterated function (PIF)
substitution box (S-Box)