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自动化研究所 [5]
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四川大学 [1]
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期刊论文 [10]
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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:18/0
  |  
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
An innovative ensemble learning air pollution early-warning system for China based on incremental extreme learning machine
期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2021, 卷号: 12, 期号: 9, 页码: 15
作者:
Du, Zongjuan
;
Heng, Jiani
;
Niu, Mingfei
;
Sun, Shaolong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/04/02
Air quality early-warning system
Length-changeable incremental extreme
learning machine
Hybrid ensemble model
Fuzzy evaluation
Online Active Learning for Drifting Data Streams
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Sanmin
;
Xue, Shan
;
Wu, Jia
;
Zhou, Chuan
;
Yang, Jian
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/04/02
Labeling
Data models
Uncertainty
Biological system modeling
Computational modeling
Cognition
Adaptation models
Active learning
concept drift
data stream classification
online incremental learning
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:69/0
  |  
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
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  |  
浏览/下载:38/0
  |  
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
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
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  |  
浏览/下载:43/0
  |  
提交时间:2019/12/16
broad learning system
deep learning
graph regularization
image recognition
feature extraction
incremental learning
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 1, 页码: 10-24
作者:
Chen, C. L. Philip
;
Liu, Zhulin
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  |  
浏览/下载:45/0
  |  
提交时间:2019/12/16
Big data
big data modeling
broad learning system (BLS)
deep learning
incremental learning
random vector functional-link neural networks (RVFLNN)
single layer feedforward neural networks (SLFN)
singular value decomposition (SVD)
Automating Characterization Deployment in Distributed Data Stream Management Systems
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 12, 页码: 2669-2681
作者:
Wang, Chunkai
;
Meng, Xiaofeng
;
Guo, Qi
;
Weng, Zujian
;
Yang, Chen
收藏
  |  
浏览/下载:71/0
  |  
提交时间:2019/12/12
Stream processing system
relational query system
incremental learning
modeling and prediction
An incremental approach for attribute reduction based on knowledge granularity
期刊论文
Knowledge-Based Systems, 2016, 卷号: Vol.104, 页码: 24-38
作者:
Jing, Y.
;
Li, T.
;
Luo, C.
;
Horng, S.-J.
;
Wang, G.
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/02/25
Attribute
reduction
Decision
system
Incremental
learning
Knowledge
granularity
Rough
set
theory
Incremental learning of dynamic fuzzy neural networks for accurate system modeling
期刊论文
FUZZY SETS AND SYSTEMS, 2009, 卷号: 160, 期号: 7
作者:
Deng, Xingsheng
;
Wang, Xinzhou
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/05
Incremental learning algorithm (ILA)
FNN-LM algorithm
Dynamic fuzzy neural network (DFNN)
Dynamic system modeling
Accurate online time series
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