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自动化研究所 [19]
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期刊论文 [40]
学位论文 [8]
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Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者:
Sibo Cheng
;
César Quilodrán-Casas
;
Said Ouala
;
Alban Farchi
;
Che Liu
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/05/29
Data assimilation (DA)
deep learning
machine learning (ML)
reduced-order-modelling
uncertainty quantification (UQ)
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
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  |  
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
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
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  |  
浏览/下载:6/0
  |  
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
Multi-Exposure Image Fusion Techniques: A Comprehensive Review
期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 3, 页码: 31
作者:
F. Xu
;
J. H. Liu
;
Y. M. Song
;
H. Sun and X. Wang
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浏览/下载:0/0
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提交时间:2023/06/14
Physics-driven machine learning model on temperature and time-dependent deformation in lithium metal and its finite element implementation
期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2021, 卷号: 153, 页码: 104481
作者:
Wen JC(温济慈)
;
Zou, Qingrong
;
Wei YJ(魏宇杰)
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  |  
浏览/下载:11/0
  |  
提交时间:2022/10/25
Physics-driven machine learning
Lithium-metal anode
Creep
Finite-element analysis
Constitutive model
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
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  |  
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
面向CockRoachDB分布式数据库的自动化参数调优工具设计与实现
学位论文
硕士, 北京: 中国科学院研究生院, 2021
作者:
方言歌
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浏览/下载:85/0
  |  
提交时间:2021/06/21
机器学习
自动化参数调优
分布式数据库系统
CockRoachDB
Research on Transfer Learning of Vision-based Gesture Recognition
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 422-431
作者:
Bi-Xiao Wu
;
Chen-Guang Yang
;
Jun-Pei Zhong
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  |  
浏览/下载:50/0
  |  
提交时间:2021/05/24
Transfer learning
gesture recognition
red-green-blue (RGB) Camera
Leap Motion
joint distribution adaptation (JDA)
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: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
Self-Aware Neural Network Systems: A Survey and New Perspective
期刊论文
PROCEEDINGS OF THE IEEE, 2020, 卷号: 108, 期号: 7, 页码: 1047-1067
作者:
Du, Zidong
;
Guo, Qi
;
Zhao, Yongwei
;
Chen, Yunji
;
Xu, Zhiwei
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/12/10
Artificial neural networks
Neurons
Self-aware
Monitoring
Sensors
Program processors
Logic gates
Self-aware neural network (NN) processors
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