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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
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:14/0
  |  
提交时间:2024/03/27
Missing time series data
Small samples
Imputation
Classification
Gradient penalized adversarial Multitasking
Drivers of suspended sediment dynamics along the shorelines of the Yellow River Delta detected from satellite data
期刊论文
EARTH SURFACE PROCESSES AND LANDFORMS, 2023, 页码: 12
作者:
Jin, Song
;
Fagherazzi, Sergio
;
Fichot, Cedric G.
;
Wu, Xiao
;
Liu, Yan Xia
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  |  
浏览/下载:8/0
  |  
提交时间:2024/01/26
sediments resuspension
shear stress
time-series satellite data
total suspended solids
Yellow River Delta
Drivers of suspended sediment dynamics along the shorelines of the Yellow River Delta detected from satellite data
期刊论文
EARTH SURFACE PROCESSES AND LANDFORMS, 2023, 页码: 12
作者:
Jin, Song
;
Fagherazzi, Sergio
;
Fichot, Cedric G.
;
Wu, Xiao
;
Liu, Yan Xia
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/12/13
sediments resuspension
shear stress
time-series satellite data
total suspended solids
Yellow River Delta
Predicting the Epidemics Trend of COVID-19 Using Epidemiological-Based Generative Adversarial Networks
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2022, 卷号: 16, 期号: 2, 页码: 276-288
作者:
Wang, Haishuai
;
Tao, Guangyu
;
Ma, Jiali
;
Jia, Shangru
;
Chi, Lianhua
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  |  
浏览/下载:17/0
  |  
提交时间:2022/07/25
COVID-19
Predictive models
Mathematical models
Data models
Pandemics
Market research
Biological system modeling
COVID-19
generative adversarial networks
time series prediction
SIR simulation
Time Series Segmentation Clustering: A New Method for S-Phase Picking in Microseismic Data
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 页码: 5
作者:
Zhu, Xinhao
;
Chen, Bingrui
;
Wang, Xu
;
Li, Tao
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  |  
浏览/下载:25/0
  |  
提交时间:2022/02/17
Data mining
Clustering algorithms
Monitoring
Time series analysis
Linear programming
Rocks
Partitioning algorithms
K-means algorithm
microseismic monitoring
phase arrival picking
S-wave
An Effective Method for Generating Spatiotemporally Continuous 30 m Vegetation Products
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 4, 页码: 20
作者:
Li, Xiuxia
;
Liang, Shunlin
;
Jin, Huaan
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  |  
浏览/下载:67/0
  |  
提交时间:2021/04/08
LAI
NDVI
data integration
time series
similarity
An Effective Method for Generating Spatiotemporally Continuous 30 m Vegetation Products
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 4, 页码: 20
作者:
Li, Xiuxia
;
Liang, Shunlin
;
Jin, Huaan
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2021/04/08
LAI
NDVI
data integration
time series
similarity
A Neural Networks Based Method for Multivariate Time-Series Forecasting
期刊论文
IEEE ACCESS, 2021, 卷号: 9
作者:
Li, Shaowei
;
Huang, He
;
Lu, Wei
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  |  
浏览/下载:16/0
  |  
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
3DACN: 3D Augmented convolutional network for time series data
期刊论文
INFORMATION SCIENCES, 2020, 卷号: 513, 页码: 17-29
作者:
Pei, Songwen
;
Shen, Tianma
;
Wang, Xianrong
;
Gu, Chunhua
;
Ning, Zhong
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2020/12/10
Time series data
Gated recurrent units
Convolutional neural network
Expectation-maximization algorithm
Augmented algorithm
A decomposition-ensemble approach for tourism forecasting
期刊论文
ANNALS OF TOURISM RESEARCH, 2020, 卷号: 81, 页码: 16
作者:
Xie, Gang
;
Qian, Yatong
;
Wang, Shouyang
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  |  
浏览/下载:24/0
  |  
提交时间:2020/06/30
Tourism demand
Complete ensemble empirical mode decomposition with adaptive noise
Data characteristic analysis
Time series forecasting
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