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科研机构
大连理工大学 [1]
北京航空航天大学 [1]
中南大学 [1]
华南理工大学 [1]
中国石油大学(北京) [1]
内容类型
期刊论文 [4]
会议论文 [1]
发表日期
2018 [5]
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Wavelet-denoising multiple echo state networks for multivariate time series prediction
期刊论文
INFORMATION SCIENCES, 2018, 卷号: 465, 页码: 439-458
作者:
Xu, Meiling
;
Han, Min
;
Lin, Hongfei
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
Echo state networks
Wavelet denoising algorithm
Multivariate time series
Prediction
Big multi-step wind speed forecasting model based on secondary decomposition, ensemble method and error correction algorithm
期刊论文
Energy Conversion and Management, 2018, 卷号: 156, 页码: 525-541
作者:
Liu, Hui
;
Duan, Zhu
;
Han, Feng-ze
;
Li, Yan-fei*
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  |  
浏览/下载:38/0
  |  
提交时间:2019/12/03
NWP
numerical weather prediction
CS
Cuckoo search
FS
fuzzy system
WRF
weather research and forecasting
KF
Kalman filter
ARIMA
auto-regressive integrated moving average
ARCH
autoregressive conditional heteroskedasticity
ANN
artificial neural networks
SVM
support vector machine
CRO
Coral Reefs optimization algorithm
ELM
extreme learning machine
MFNN
multi-layer feed-forward neural network
SPSA
simultaneous perturbation stochastic approximation
HM
Hammerstein Model
AR
auto-regressive
AdaBoost
adaptive boosting
MLP
multilayer perceptron
DNN-MRT
deep neural network based meta regression and transfer learning
WD
wavelet decomposition
FEEMD
fast ensemble empirical mode decomposition
EMD
empirical mode decomposition
WPD
wavelet packet decomposition
SSA
singular spectrum analysis
BFGS
Broyden–Fletcher–Goldfarb–Shanno Quasi-Newton Back Propagation
LSSVM
least square support vector machine
PSOGSA
partial swarm optimization combined with gravitational search algorithm
FCM
fuzzy C-means
EEMD
ensemble empirical mode decomposition
SampEn
sample entropy
VMD
variational mode decomposition
MAdaBoost
Modified AdaBoost.RT
WF
wavelet filter
MAE
mean absolute error
MAPE
mean absolute percentage error
RMSE
root mean squared error
CWT
continuous wavelet transform
DWT
discrete wavelet transform
LMD
local mean decomposition
ADMM
alternate direction method of multipliers
Big multi-step wind speed forecasting
Wavelet decomposition
Variational mode decomposition
Sample entropy
Modified adaBoost.RT
Wavelet filter
Applying high-frequency surrogate measurements and a wavelet-ANN model to provide early warnings of rapid surface water quality anomalies (EI收录)
期刊论文
Science of the Total Environment, 2018, 卷号: 610-611, 页码: 1390-1399
作者:
Shi, Bin[1]
;
Wang, Peng[1,2]
;
Jiang, Jiping[1,3]
;
Liu, Rentao[1]
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  |  
浏览/下载:4/0
  |  
提交时间:2019/04/22
Backpropagation
Financial data processing
Neural networks
Soil conservation
Surface waters
Time series
Water conservation
Water management
Water quality
Wavelet decomposition
Deep learning for seismic lithology prediction
期刊论文
GEOPHYSICAL JOURNAL INTERNATIONAL, 2018, 卷号: 215, 页码: 1368-1387
-
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  |  
浏览/下载:4/0
  |  
提交时间:2020/01/03
Neural networks
Wavelet transform
Image processing
Asia
Remaining Useful Life Prediction of Bearing Based on Deep Perceptron Neural Networks
会议论文
BDIOT 2018: PROCEEDINGS OF THE 2018 2ND INTERNATIONAL CONFERENCE ON BIG DATA AND INTERNET OF THINGS, 2018-01-01
作者:
Hong, Sheng
;
Yin, Jiawei
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  |  
浏览/下载:11/0
  |  
提交时间:2019/12/30
Deep learning
deep perceptron neural networks
wavelet packet transform
bearing life prediction
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