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科研机构
湖南大学 [29]
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期刊论文 [24]
会议论文 [5]
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2019 [7]
2018 [5]
2017 [1]
2016 [2]
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专题:湖南大学
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A periodicity-based parallel time series prediction algorithm in cloud computing environments
期刊论文
Information Sciences, 2019, 卷号: Vol.496, 页码: 506-537
作者:
Jianguo Chen
;
Kenli Li
;
Huigui Rong
;
Kashif Bilal
;
Keqin Li
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/13
Big data
Distributed computing
Parallel computing
Periodic pattern recognition
Time series prediction
An Adaptive Optimization Algorithm Based on Hybrid Power and Multidimensional Update Strategy
期刊论文
IEEE Access, 2019, 卷号: Vol.7, 页码: 19355-19369
作者:
Jun Hu
;
Wendong Zheng
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/13
Optimization
Correlation
Convergence
Prediction
algorithms
Task
analysis
Stochastic
processes
Adaptive
learning
Adaptive
stochastic
first
order
algorithm
time
series
prediction
temporal
correlation
Multiple Convolutional Neural Networks for Multivariate Time Series Prediction
期刊论文
Neurocomputing, 2019
作者:
Kang Wang
;
Kenli Li
;
Liqian Zhou
;
Yikun Hu
;
Zhongyao Cheng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/17
Multivariate time series prediction
Periodic
Convolutional neural network
Periodic feature
Optimizing Simple Deterministically Constructed Cycle Reservoir Network with a Redundant Unit Pruning Auto-Encoder Algorithm
期刊论文
Neurocomputing, 2019
作者:
Heshan Wang
;
Q. M. Jonathan Wu
;
Jie Wang
;
Wei Wu
;
Kunjie Yu
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2019/12/17
Echo State Network
Reservoir Computing
Redundant Unit Pruning Auto-Encoder
Time-Series Prediction
Simple Cycle Reservoir Network
A periodicity-based parallel time series prediction algorithm in cloud computing environments
期刊论文
INFORMATION SCIENCES, 2019, 卷号: Vol.496, 页码: 506-537
作者:
Chen, JG
;
Li, KL
;
Rong, HG
;
Bilal, K
;
Li, KQ
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/17
Big data
Distributed computing
Parallel computing
Periodic pattern recognition
Time series prediction
Optimizing simple deterministically constructed cycle reservoir network with a Redundant Unit Pruning Auto-Encoder algorithm
期刊论文
NEUROCOMPUTING, 2019, 卷号: Vol.356, 页码: 184-194
作者:
Wang, HS
;
Wu, ONH
;
Wang, J
;
Wu, W
;
Yu, KJ
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/17
Echo state network
Reservoir computing
Redundant Unit Pruning Auto-Encoder
Time-series prediction
Simple Cycle Reservoir Network
Multiple convolutional neural networks for multivariate time series prediction
期刊论文
NEUROCOMPUTING, 2019, 卷号: Vol.360, 页码: 107-119
作者:
Wang, K
;
Li, KL
;
Zhou, LQ
;
Hu, YK
;
Cheng, ZY
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/17
Multivariate time series prediction
Periodic
Convolutional neural network
Periodic feature
Prediction of coal feeding during sintering in a rotary kiln based on statistical learning in the phase space
期刊论文
ISA TRANSACTIONS, 2018, 卷号: Vol.83, 页码: 248-260
作者:
Zhang, XG
;
Zhang, L
;
Chen, H
;
Dai, BW
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/26
Sintering
Phase space reconstruction
Coal feeding prediction
Hidden Markov model
Chaotic time series
Ultra-Short-Term Wind Power Prediction Based on Multivariate Phase Space Reconstruction and Multivariate Linear Regression
期刊论文
ENERGIES, 2018, 卷号: Vol.11 No.10
作者:
Liu, RS
;
Peng, MF
;
Xiao, XH
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/26
wind power prediction
phase space reconstruction
multivariate linear regression
cloud computing
time series
Ultra-Short-Term Wind Power Prediction Based on Multivariate Phase Space Reconstruction and Multivariate Linear Regression
期刊论文
ENERGIES, 2018, 卷号: Vol.11 No.10
作者:
Liu, Rongsheng
;
Peng, Minfang
;
Xiao, Xianghui
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/26
wind power prediction
phase space reconstruction
multivariate linear regression
cloud computing
time series
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