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An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting
期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-E
;
Sun, Shaolong
;
Han, Jing
;
Wang, Shouyang
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/04/02
Short-term load forecasting
Bivariate empirical mode decomposition
Decomposition-ensemble approach
Reconstruction
Bayesian optimization
Long short-term memory network
Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting
会议论文
维也纳, 2022
作者:
Yu HY(俞宏远)
;
Li, Ting
;
Yu WC(余玮宸)
;
Li, Jianguo
;
Huang Y(黄岩)
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/06/14
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:14/0
  |  
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
Assessing regional economic performance in the Southern Thailand special economic zone using a Vine-COPAR model
期刊论文
Economies, 2019, 卷号: 7, 期号: 2
作者:
Romyen A.
;
Liu J.
;
Sriboonchitta S.
;
Cherdchom P.
;
Prommee P.
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  |  
浏览/下载:14/0
  |  
提交时间:2019/12/11
Evaluation of prediction model
Forecasting techniques
Granger causality
Multivariate time series
Vine copulas
A multivariate short-term traffic flow forecasting method based on wavelet analysis and seasonal time series
期刊论文
APPLIED INTELLIGENCE, 2018, 卷号: 48, 期号: 10, 页码: 3827-3838
作者:
Zhang, Hong
;
Wang, Xiaoming
;
Cao, Jie
;
Tang, Minan
;
Guo, Yirong
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  |  
浏览/下载:22/0
  |  
提交时间:2019/11/15
Hybrid method
Traffic flow
Short-term forecasting
Wavelet analysis
Multivariate
Short-term load forecasting based on multivariate time series prediction and weighted neural network with random weights and kernels
期刊论文
Cluster Computing, 2018, 页码: -
-
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/02
Short-term load forecasting based on multivariate time series prediction and weighted neural network with random weights and kernels
期刊论文
Cluster Computing, 2018, 页码: -
作者:
Lang K(郎坤)
;
Zhang MY(张明媛)
;
Yuan YB(袁永博)
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  |  
浏览/下载:6/0
  |  
提交时间:2019/12/02
A sliding window-based multi-stage clustering and probabilistic forecasting approach for large multivariate time series data
期刊论文
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2017, 卷号: 87, 页码: 2494-2508
作者:
Ren, Lei
;
Wei, Yongchang
;
Cui, Jin
;
Du, Yi
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Time series
statistics
multi-stage clustering
dynamic sliding time window
time series forecasting model
Multivariate time series prediction using a hybridization of VARMA models and Bayesian networks
期刊论文
JOURNAL OF APPLIED STATISTICS, 2016, 卷号: 43, 页码: 2897-2909
作者:
Guo, Hongyue
;
Liu, Xiaodong
;
Sun, Zhubin
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/09
Vector autoregressive moving average models
Bayesian networks
K-means clustering
hybrid models
multivariate time series forecasting
62H12
62P20
C32
Estimating crop yield from multi-temporal satellite data using multi-variate regression and neural network techniques
会议论文
Ainong Li(李爱农)
;
Shunlin Liang
;
Angsheng Wang
;
Jun Qin
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2010/11/08
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