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科研机构
自动化研究所 [50]
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期刊论文 [26]
会议论文 [12]
学位论文 [12]
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2023 [1]
2020 [2]
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Uncertainty Quantification in Remaining Useful Life Prediction under Covariate Shift
期刊论文
Neural Computing and Applications, 2023, 页码: 28
作者:
Wang Huanjie
;
Bai Xiwei
;
Tan Jie
;
Liu Chengbao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/06/19
Remaining useful life
Uncertainty quantification
Bayesian convolutional neural network
Uncertainty quantification of bearing remaining useful life based on convolutional neural network
会议论文
Canberra, Australia, 2020-12
作者:
Wang Huanjie
;
Bai Xiwei
;
Tan, Jie
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  |  
浏览/下载:1/0
  |  
提交时间:2023/05/31
Variational Inference Based Kernel Dynamic Bayesian Networks for Construction of Prediction Intervals for Industrial Time Series With Incomplete Input
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1429-1437
作者:
Long Chen
;
Linqing Wang
;
Zhongyang Han
;
Jun Zhao
;
Wei Wang
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  |  
浏览/下载:14/0
  |  
提交时间:2021/03/11
Industrial time series
kernel dynamic Bayesian networks (KDBN)
prediction intervals (PIs)
variational inference
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2310-2323
作者:
Du, Changde
;
Du, Changying
;
Huang, Lijie
;
He, Huiguang
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  |  
浏览/下载:62/0
  |  
提交时间:2019/12/16
Deep neural network (DNN)
image reconstruction
multiview learning
neural decoding
variational Bayesian inference
Driver Lane Change Intention Inference for Intelligent Vehicles: Framework, Survey, and Challenges
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 卷号: 68, 期号: 5, 页码: 4377-4390
作者:
Xing, Yang
;
Lv, Chen
;
Wang, Huaji
;
Wang, Hong
;
Ai, Yunfeng
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  |  
浏览/下载:71/0
  |  
提交时间:2019/07/11
Intelligent vehicle
ADAS
lane change
driver intention
parallel driving
Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature Modeling
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 2, 页码: 449-463
作者:
Ma, Zhanyu
;
Lai, Yuping
;
Kleijn, W. Bastiaan
;
Song, Yi-Zhe
;
Wang, Liang
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  |  
浏览/下载:51/0
  |  
提交时间:2019/07/12
Bayesian estimation
computer vision
Dirichlet process (DP) mixture
inverted Dirichlet distribution
variational learning
Dual Sticky Hierarchical Dirichlet Process Hidden Markov Model and Its Application to Natural Language Description of Motions
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 10, 页码: 2355-2373
作者:
Hu, Weiming
;
Tian, Guodong
;
Kang, Yongxin
;
Yuan, Chunfeng
;
Maybank, Stephen
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  |  
浏览/下载:39/0
  |  
提交时间:2018/10/10
Hdp-hmm
Sticky Prior
Motion Pattern Learning
Natural Language Description
Reconstructing Perceived Images from Human Brain Activities with Bayesian Deep Multi-view Learning
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 期号: 0, 页码: 1-14
作者:
Du Changde
;
Du Changying
;
Huang Lijie
;
He Huiguang
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  |  
浏览/下载:37/0
  |  
提交时间:2019/05/05
Deep Neural Network
Multi-view Learning
Variational Bayesian Inference
Neural Decoding
Image Reconstruction
Overcoming Catastrophic Forgetting with Self-adaptive Identifiers
会议论文
Siem Reap, Cambodia, December 13-16, 2018
作者:
Xiong, Fangzhou
;
Liu, Zhiyong
;
Yang, Xu
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  |  
浏览/下载:3/0
  |  
提交时间:2020/04/26
Parameter Identifiability in Statistical Machine Learning: A Review
期刊论文
NEURAL COMPUTATION, 2017, 卷号: 29, 期号: 5, 页码: 1151-1203
作者:
Ran, Zhi-Yong
;
Hu, Bao-Gang
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  |  
浏览/下载:10/0
  |  
提交时间:2017/07/18
Parameter Identifiability
Statistical Machine Learning
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