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科研机构
自动化研究所 [10]
大连理工大学 [2]
兰州理工大学 [1]
天津大学 [1]
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期刊论文 [14]
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2022 [2]
2021 [1]
2020 [3]
2019 [6]
2018 [2]
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Fast and Progressive Misbehavior Detection in Internet of Vehicles Based on Broad Learning and Incremental Learning Systems
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 6, 页码: 4788-4798
作者:
Wang, Xiao
;
Zhu, Yushan
;
Han, Shuangshuang
;
Yang, Linyao
;
Gu, Haixia
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/06/06
Convolutional neural networks
Feature extraction
Machine learning algorithms
Deep learning
Global Positioning System
Scalability
Safety
Broad learning system (BLS)
incremental learning system
Internet of Vehicles (IoV)
misbehavior detection
ridge regression approximation
Gated Broad Learning System Based on Deep Cascaded for Soft Sensor Modeling of Industrial Process
期刊论文
IEEE Transactions on Instrumentation and Measurement, 2022, 卷号: 71
作者:
Mou, Miao
;
Zhao, Xiaoqiang
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2022/06/20
Data mining
Deep learning
Extraction
Broad learning system
Deep learning
Feature nodes
Features extraction
Gated neuron
Industrial processs
Loss measurement
Soft sensors
Broad Learning System Based on Maximum Correntropy Criterion
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
收藏
  |  
浏览/下载:77/0
  |  
提交时间:2021/08/15
Learning systems
Robustness
Standards
Optimization
Training
Perturbation methods
Mean square error methods
Broad learning system (BLS)
incremental learning algorithms
maximum correntropy criterion (MCC)
regression and classification
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:41/0
  |  
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
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:14/0
  |  
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
收藏
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浏览/下载:36/0
  |  
提交时间: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
作者:
Han, Min
;
Feng, Shoubo
;
Chen, C. L. Philip
;
Xu, Meiling
;
Qiu, Tie
收藏
  |  
浏览/下载:55/0
  |  
提交时间: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
作者:
Chen, C. L. Philip
;
Liu, Zhulin
;
Feng, Shuang
收藏
  |  
浏览/下载:48/0
  |  
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
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
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2019/07/12
Leader-follower
autonomous surface vehicles
trajectory tracking
relation-invariable persistent formation
broad learning system
dynamic surface control
Robust manifold broad learning system for large-scale noisy chaotic time series prediction: A perturbation perspective
期刊论文
NEURAL NETWORKS, 2019, 卷号: 117, 页码: 179-190
作者:
Feng, Shoubo
;
Ren, Weijie
;
Han, Min
;
Chen, Yen Wei
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/02
Time series
Tikhonov
Regularization
Perturbation
Manifold
Broad learning system
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