中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
计算技术研究所 [2]
数学与系统科学研究院 [1]
采集方式
OAI收割 [3]
内容类型
期刊论文 [3]
发表日期
2023 [2]
2021 [1]
学科主题
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Adaptive Memory Networks With Self-Supervised Learning for Unsupervised Anomaly Detection
期刊论文
OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 12, 页码: 12068-12080
作者:
Zhang, Yuxin
;
Wang, Jindong
;
Chen, Yiqiang
;
Yu, Han
;
Qin, Tao
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/05/20
Unsupervised anomaly detection
time series
self-supervised learning
memory network
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals
期刊论文
OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 2, 页码: 2118-2132
作者:
Zhang, Yuxin
;
Chen, Yiqiang
;
Wang, Jindong
;
Pan, Zhiwen
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/07/12
Anomaly detection
Predictive models
Data models
Autoregressive processes
Image reconstruction
Forecasting
Computational modeling
Unsupervised anomaly detection
multi-sensor time series
convolutional autoencoder
attention based BiLSTM
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
期刊论文
OAI收割
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:38/0
  |  
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