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
地理科学与资源研究所 [3]
沈阳自动化研究所 [2]
西安光学精密机械研究... [2]
计算技术研究所 [1]
水生生物研究所 [1]
自动化研究所 [1]
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OAI收割 [11]
内容类型
期刊论文 [10]
会议论文 [1]
发表日期
2023 [3]
2022 [1]
2021 [2]
2020 [4]
2016 [1]
学科主题
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Spatio-temporal heterogeneous graph using multivariate earth observation time series: Application for drought forecasting
期刊论文
OAI收割
COMPUTERS & GEOSCIENCES, 2023, 卷号: 179, 页码: 13
作者:
Balti, Hanen
;
Ben Abbes, Ali
;
Sang, Yanfang
;
Mellouli, Nedra
;
Farah, Imed Riadh
  |  
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2023/10/16
Heterogeneous graphs
Spatiotemporal data
Multivariate time series
Earth observation data
Drought forecasting
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series
期刊论文
OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 4, 页码: 3832-3845
作者:
Tang, Yunbo
;
Chen, Dan
;
Zuo, Yiping
;
Lu, Xiaoqiang
;
Ranjan, Rajiv
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2023/05/05
Electroencephalography
Bayes methods
Tensors
Brain modeling
Feature extraction
Time series analysis
Time-frequency analysis
Multivariate time series
Bayesian factorization
sparsity prior
structural feature construction
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis
期刊论文
OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 4, 页码: 3832-3845
作者:
Tang, Yunbo
;
Chen, Dan
;
Zuo, Yiping
;
Lu, Xiaoqiang
;
Ranjan, Rajiv
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2023/04/04
Electroencephalography
Bayes methods
Tensors
Brain modeling
Feature extraction
Time series analysis
Time-frequency analysis
Multivariate time series
Bayesian factorization
sparsity prior
structural feature construction
CGCNImp: a causal graph convolutional network for multivariate time series imputation
期刊论文
OAI收割
PEERJ COMPUTER SCIENCE, 2022, 卷号: 8, 页码: 23
作者:
Liu, Caizheng
;
Cui, Guangfan
;
Liu, Shenghua
  |  
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/12/07
Multivariate time series imputation
Graph causal analysis
Graph neural network
Deep neural network
A Neural Networks Based Method for Multivariate Time-Series Forecasting
期刊论文
OAI收割
IEEE ACCESS, 2021, 卷号: 9
作者:
Li, Shaowei
;
Huang, He
;
Lu, Wei
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/05/17
Time series analysis
Data models
Predictive models
Neural networks
Forecasting
Computational modeling
Recurrent neural networks
Multivariate time series
autoregressive models
convolutional neural network
recurrent neural network
Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1523-1538
作者:
Samuel Harford
;
Fazle Karim
;
Houshang Darabi
  |  
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2021/09/03
Adversarial machine learning
deep learning
multivariate time series
perturbation methods
Two-Phase Multivariate Time Series Clustering to Classify Urban Rail Transit Stations
期刊论文
OAI收割
IEEE ACCESS, 2020, 卷号: 8, 页码: 167998-168007
作者:
Zhang, Liying
;
Pei, Tao
;
Meng, Bin
;
Lian, Yuanfeng
;
Jin, Zhou
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/03/16
Time series analysis
Correlation
Shape
Correlation coefficient
Discrete wavelet transforms
Clustering algorithms
Multivariate time series
cluster
maximum overlap discrete wavelet transform
symbolic aggregate approximation (SAX)
urban rail transit stations
Multivariate time series forecast in industrial process based on XGBoost and GRU
会议论文
OAI收割
Chongqing, China, December 11-13, 2020
作者:
Zhai NJ(翟乃举)
;
Yao PF(姚培福)
;
Zhou XF(周晓锋)
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/02/27
time series
multivariate
Xgboost model
GRU model
temperature of the heating furnace
An approach to extract state information from multivariate time series
期刊论文
OAI收割
Journal of Computers (Taiwan), 2020, 卷号: 31, 期号: 6, 页码: 1-11
作者:
Gui J(桂珺)
;
Zheng ZY(郑泽宇)
;
Qin ZB(秦兆伯)
;
Jia, Danping
;
Gao Y(高原)
  |  
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2021/04/24
DBSE
multivariate time series
state extraction
system behavior
Two-Phase Multivariate Time Series Clustering to Classify Urban Rail Transit Stations
期刊论文
OAI收割
IEEE ACCESS, 2020, 卷号: 8, 页码: 167998-168007
作者:
Zhang, Liying
;
Pei, Tao
;
Meng, Bin
;
Lian, Yuanfeng
;
Jin, Zhou
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/03/16
Time series analysis
Correlation
Shape
Correlation coefficient
Discrete wavelet transforms
Clustering algorithms
Multivariate time series
cluster
maximum overlap discrete wavelet transform
symbolic aggregate approximation (SAX)
urban rail transit stations