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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
收藏
  |  
浏览/下载:13/0
  |  
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
Continuous-Time Prediction of Industrial Paste Thickener System With Differential ODE-Net
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 686-698
作者:
Zhaolin Yuan, Xiaorui Li, Di Wu, Xiaojuan Ban, Nai-Qi Wu, Hong-Ning Dai, Hao Wang
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浏览/下载:33/0
  |  
提交时间:2022/03/09
Industrial 24 paste thickener,ordinary differential equation (ODE)-net,recurrent neural network,time series prediction
Parallel attention-based LSTM for building a prediction model of vehicle emissions using PEMS and OBD
期刊论文
MEASUREMENT, 2021, 卷号: 185
作者:
Xie, Hao
;
Zhang, Yujun
;
He, Ying
;
You, Kun
;
Fan, Boqiang
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  |  
浏览/下载:31/0
  |  
提交时间:2021/11/29
PEMS
Time series prediction
Deep learning
Early warning of high emissions
Outliers elimination
Classification-based multi-strategy prediction method for dynamic multi-objective optimization problems
期刊论文
Kongzhi yu Juece/Control and Decision, 2021, 卷号: 36, 期号: 7, 页码: 1569-1580
作者:
Li, Er-Chao
;
Zhou, Yang
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  |  
浏览/下载:4/0
  |  
提交时间:2022/02/17
Evolutionary algorithms
Forecasting
Optimal systems
Time series
Approximate optimal solutions
Dynamic multiobjective optimization
Environment change
Historical information
Optimal solution sets
Optimization problems
Prediction methods
Preservation strategies
Tactical intention recognition in Wargame
会议论文
Chengdu, China, 23-26 April 2021
作者:
Xuan Liu
;
Meijing Zhao
;
Song Dai
;
Qiyue Yin
;
Wancheng Ni
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  |  
浏览/下载:3/0
  |  
提交时间:2022/06/17
wargame
tactical intention recognition
feature fusion
time series prediction model
Fault prediction of power supply vehicle based on multi-state time series prediction learning
期刊论文
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2020, 卷号: 50, 期号: 4, 页码: 1532-1544
作者:
Li, Wei
;
Zhou, Bing-Xiang
;
Jiang, Dong-Nian
;
Sun, Xiao-Jing
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  |  
浏览/下载:17/0
  |  
提交时间:2020/11/14
Forecasting
Long short-term memory
Nearest neighbor search
Time series
Vehicles
Complex equipment
Experimental analysis
Nearest neighbors
Operation situation
Real-time operation
Simulation systems
Time series prediction
Vehicle operations
Variational Inference Based Kernel Dynamic Bayesian Networks for Construction of Prediction Intervals for Industrial Time Series With Incomplete Input
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1429-1437
作者:
Long Chen
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浏览/下载:14/0
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提交时间:2021/03/11
Industrial time series
kernel dynamic Bayesian networks (KDBN)
prediction intervals (PIs)
variational inference
A comparative time series analysis and modeling of aerosols in the contiguous United States and China
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 690, 页码: 799-811
作者:
Li, Xueke
;
Zhang, Chuanrong
;
Zhang, Bo
;
Liu, Kai
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  |  
浏览/下载:29/0
  |  
提交时间:2020/03/23
Aerosol variation
Trend
Time series modeling
Prediction
Inter-country comparisons
A hybrid VMD-BiGRU model for rubber futures time series forecasting
期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 84, 页码: 13
作者:
Zhu, Qing
;
Zhang, Fan
;
Liu, Shan
;
Wu, Yiqiong
;
Wang, Lin
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  |  
浏览/下载:69/0
  |  
提交时间:2020/01/10
BiGRU
Rubber futures
Time series
VMD
Volatility prediction
EA-LSTM: Evolutionary attention-based LSTM for time series prediction
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 181, 页码: 8
作者:
Li, Youru
;
Zhu, Zhenfeng
;
Kong, Deqiang
;
Han, Hua
;
Zhao, Yao
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  |  
浏览/下载:142/0
  |  
提交时间:2019/12/16
Evolutionary computation
Deep neural network
Time series prediction
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