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科研机构
自动化研究所 [23]
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期刊论文 [18]
学位论文 [4]
会议论文 [1]
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2024 [1]
2023 [1]
2022 [2]
2021 [3]
2019 [3]
2018 [1]
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Boosting On-Policy Actor–Critic With Shallow Updates in Critic
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2024, 页码: 1-10
作者:
Luntong Li
;
Yuanheng Zhu
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浏览/下载:0/0
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提交时间:2024/06/05
Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1445-1461
作者:
Xiaoyu Jiang
;
Xiangyin Kong
;
Zhiqiang Ge
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  |  
浏览/下载:14/0
  |  
提交时间:2023/05/29
Curse of dimensionality
data augmentation
data-driven modeling
industrial processes
machine learning
Instance-Level Knowledge Transfer for Data-Driven Driver Model Adaptation With Homogeneous Domains
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:
Lu, Chao
;
Lv, Chen
;
Gong, Jianwei
;
Wang, Wenshuo
;
Cao, Dongpu
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  |  
浏览/下载:24/0
  |  
提交时间:2022/06/10
Vehicles
Adaptation models
Data models
Hidden Markov models
Knowledge transfer
Transfer learning
Training
Driver behaviour
driver model adaptation
transfer learning
importance weight
基于鲁棒加权模糊聚类的污水处理过程监测方法
期刊论文
自动化学报, 2022, 卷号: 48, 期号: 9, 页码: 2198-2211
作者:
张瑞垚
;
周平
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浏览/下载:0/0
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提交时间:2024/05/20
污水处理
鲁棒加权模糊c均值
核偏最小二乘
过程监测
Predicting brain age during typical and atypical development based on structural and functional neuroimaging
期刊论文
HUMAN BRAIN MAPPING, 2021, 页码: 13
作者:
Wang, Qi
;
Hu, Ke
;
Wang, Meng
;
Zhao, Yuxin
;
Liu, Yong
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浏览/下载:114/0
  |  
提交时间:2021/11/04
autism spectrum disorder
brain age prediction
developmental heterogeneity
multimodal magnetic resonance imaging
predictor weights analysis
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:76/0
  |  
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
Joint Sparse Locality-Aware Regression for Robust Discriminative Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:
Hu, Liangchen
;
Zhang, Wensheng
;
Dai, Zhenlei
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浏览/下载:28/0
  |  
提交时间:2022/02/16
Feature selection and extraction
joint L-2,L-1-norms sparsity
locality-aware graph learning
marginal representation learning
Multi-view laplacian least squares for human emotion recognition
期刊论文
NEUROCOMPUTING, 2019, 卷号: 370, 页码: 78-87
作者:
Guo, Shuai
;
Feng, Lin
;
Feng, Zhan-Bo
;
Li, Yi-Hao
;
Wang, Yang
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  |  
浏览/下载:11/0
  |  
提交时间:2020/03/30
Multi-view learning
Laplacian least squares
Subspace learning
Human emotion recognition
A Regularized Variable Projection Algorithm for Separable Nonlinear Least-Squares Problems
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 2, 页码: 526-537
作者:
Chen, Guang-Yong
;
Gan, Min
;
Chen, C. L. Philip
;
Li, Han-Xiong
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  |  
浏览/下载:48/0
  |  
提交时间:2019/07/12
Data fitting
regularization
separable nonlinear least squares (SNLLS)
variable projection (VP)
weighted generalized cross validation (WGCV)
An improved weighted multiplicative scatter correction algorithm with the use of variable selection: Application to near-infrared spectra
期刊论文
Chemometrics and Intelligent Laboratory Systems, 2019, 期号: 185, 页码: 114-121
作者:
Yifan Wu
;
Silong Peng
;
Qiong Xie
;
Quanjie Han
;
Genwei Zhang
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  |  
浏览/下载:51/0
  |  
提交时间:2019/04/29
Multiplicative Scatter Correction
Weighted Least Squares
Variable Selection
Model Population Analysis
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