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北京大学 [3]
北京航空航天大学 [3]
沈阳自动化研究所 [3]
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Deep graph level anomaly detection with contrastive learning
期刊论文
SCIENTIFIC REPORTS, 2022, 卷号: 12, 期号: 1, 页码: 11
作者:
Luo, Xuexiong
;
Wu, Jia
;
Yang, Jian
;
Xue, Shan
;
Peng, Hao
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/02/07
Lidar-based daytime boundary layer height variation and impact on the regional satellite-based PM2.5 estimate
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 281
作者:
Chen, Sijie
;
Tong, Bowen
;
Russell, Lynn M.
;
Wei, Jing
;
Guo, Jianping
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  |  
浏览/下载:242/0
  |  
提交时间:2022/12/22
MAIAC AOD
Haze layer height
Deep learning
MPL
PM2
5
Deep Learning for Adverse Event Detection From Web Search
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 6, 页码: 2681-2695
作者:
Ahmad, Faizan
;
Abbasi, Ahmed
;
Kitchens, Brent
;
Adjeroh, Donald
;
Zeng, Daniel
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  |  
浏览/下载:20/0
  |  
提交时间:2022/06/10
Event detection
Drugs
Deep learning
Twitter
Data mining
Context modeling
Automotive engineering
Adverse event detection
search queries
deep learning
auto encoders
query embeddings
user modeling
Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 456-471
作者:
Kai-Yuan Liu
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  |  
浏览/下载:8/0
  |  
提交时间:2022/09/30
Brain-inspired learning
autoencoder
robustness
adversarial attack
generative model
Representative Task Self-Selection for Flexible Clustered Lifelong Learning
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 卷号: 33, 期号: 4, 页码: 1467-1481
作者:
Sun G(孙干)
;
Cong Y(丛杨)
;
Wang QQ(王倩倩)
;
Zhong BN(钟必能)
;
Fu Y(付昀)
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  |  
浏览/下载:44/0
  |  
提交时间:2021/01/17
Clustering analysis
lifelong machine learning
multitask learning (MTL)
transfer learning
Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 4217-4230
作者:
Li, Lianfa
;
Fang, Ying
;
Wu, Jun
;
Wang, Jinfeng
;
Ge, Yong
收藏
  |  
浏览/下载:80/0
  |  
提交时间:2021/11/05
Bias
deep learning
encoder-decoder
full residual deep network
non-linear regression
prediction of satellite aerosol optical depth (AOD) and PM2.5
spatiotemporal modeling
Accurate Prediction of Earthquake-Induced Landslides Based on Deep Learning Considering Landslide Source Area
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 19
作者:
Li, Yao
;
Cui, Peng
;
Ye, Chengming
;
Marcato Junior, Jose
;
Zhang, Zhengtao
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  |  
浏览/下载:31/0
  |  
提交时间:2021/12/15
spatial prediction
earthquake-induced landslide
source area feature
stacked autoencoder
Bearing Defect Detection with Unsupervised Neural Networks
期刊论文
SHOCK AND VIBRATION, 2021, 卷号: 2021
作者:
Xu, Jianqiao
;
Zuo, Zhaolu
;
Wu, Danchao
;
Li, Bing
;
Li, Xiaoni
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  |  
浏览/下载:14/0
  |  
提交时间:2021/11/01
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Yixin
;
Li, Zhao
;
Pan, Shirui
;
Gong, Chen
;
Zhou, Chuan
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2022/04/02
Anomaly detection
Task analysis
Graph neural networks
Unsupervised learning
Predictive models
Pattern matching
Training
Anomaly detection
attributed networks
contrastive self-supervised learning
graph neural networks (GNNs)
unsupervised learning
A Novel Automatic Classification System Based on Hybrid Unsupervised and Supervised Machine Learning for Electrospun Nanofibers
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 64-76
作者:
Cosimo Ieracitano
;
Annunziata Paviglianiti
;
Maurizio Campolo
;
Amir Hussain
;
Eros Pasero
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  |  
浏览/下载:67/0
  |  
提交时间:2021/04/09
Anomaly detection
autoencoder (AE)
electrospinning
machine learning
material informatics
nanomaterials
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