中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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Missing data imputation and classification of small sample missing time series data based on gradient penalized adversarial multi-task learning
期刊论文
OAI收割
APPLIED INTELLIGENCE, 2024, 页码: 23
作者:
Liu, Jing-Jing
;
Yao, Jie-Peng
;
Liu, Jin-Hang
;
Wang, Zhong-Yi
;
Huang, Lan
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/03/27
Missing time series data
Small samples
Imputation
Classification
Gradient penalized adversarial Multitasking
Gap infilling of daily streamflow data using a machine learning algorithm (MissForest) for impact assessment of human activities
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2023, 卷号: 627, 页码: 11
作者:
Zhou, Yuanyuan
;
Tang, Qiuhong
;
Zhao, Gang
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/01/02
MissForest algorithm (MF)
Gaps infilling
Daily streamflow
Tianshan Mountains
Human activities
Reconstruction of incomplete surface electromyography based on an adversarial autoencoder network
期刊论文
OAI收割
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 86, 页码: 11
作者:
Zou, Yongxiang
;
Cheng, Long
;
Han, Lijun
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/17
Adversarial autoencoder
Missing sEMG
Signal reconstruction
Self-mask
Multi-view discriminator
Lidar-based daytime boundary layer height variation and impact on the regional satellite-based PM2.5 estimate
期刊论文
OAI收割
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 281
作者:
Chen, Sijie
;
Tong, Bowen
;
Russell, Lynn M.
;
Wei, Jing
;
Guo, Jianping
  |  
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2022/12/22
MAIAC AOD
Haze layer height
Deep learning
MPL
PM2
5
Uncertainty Estimation Based Doubly Robust Learning for Debiasing Recommendation
会议论文
OAI收割
Chengdu China, Nov. 26 - 28, 2022
作者:
Su CY(粟晨阳)
;
Qiang Liu(刘强)
;
Liang Wang(王亮)
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/06/29
Exposure-interaction
Recommender System
Doubly Robust
Selection Bias
Imputing missing indoor air quality data with inverse mapping generative adversarial network
期刊论文
OAI收割
BUILDING AND ENVIRONMENT, 2022, 卷号: 215, 期号: -, 页码: -
作者:
Wu, Zejun
;
Ma, Chao
;
Shi, Xiaochuan
;
Wu, Libing
;
Dong, Yi
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/08/02
Indoor air quality
Missing data imputation
Generative adversarial network
Denoising auto-encoder
Bi-directional recurrent neural network
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:15/0
  |  
提交时间:2022/12/07
Multivariate time series imputation
Graph causal analysis
Graph neural network
Deep neural network
Semiparametric transformation models of survival-out-of-hospital
期刊论文
OAI收割
STATISTICS AND ITS INTERFACE, 2022, 卷号: 15, 期号: 4, 页码: 487-501
作者:
Sun, Xiaowei
;
Zeng, Cheng
;
Sun, Liuquan
  |  
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2022/04/29
Estimating equations
Multiple imputation
Recurrent event
Terminal event
Transformation model
Survival-out-of-hospital
Spatial Origin-Destination Flow Imputation Using Graph Convolutional Networks
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 12, 页码: 7474-7484
作者:
Yao, Xin
;
Gao, Yong
;
Zhu, Di
;
Manley, Ed
;
Wang, Jiaoe
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/09/21
Spatial databases
Gravity
Convolution
Biological system modeling
Data models
Predictive models
Neural networks
Origin-destination flow
data imputation
spatial interaction network
graph embedding
graph convolution
BiLSTM-I: A Deep Learning-Based Long Interval Gap-Filling Method for Meteorological Observation Data
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 卷号: 18, 期号: 19, 页码: 12
作者:
Xie, Chuanjie
;
Huang, Chong
;
Zhang, Deqiang
;
He, Wei
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/09/21
time series
data imputation
deep learning
meteorological observation data