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科研机构
兰州大学 [3]
数学与系统科学研究院 [2]
安徽大学 [2]
湖南城市学院 [2]
中南林业科技大学 [2]
北京航空航天大学 [1]
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期刊论文 [13]
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2019 [1]
2018 [7]
2016 [3]
2014 [1]
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environmen... [2]
energy & f... [1]
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Hybrid SVM and ARIMA Model for failure time series prediction based on EEMD
期刊论文
International Journal of Performability Engineering, 2019, 卷号: 15, 页码: 1161-1170
作者:
Sun, Haiyan
;
Wu, Jing
;
Wu, Ji
;
Yang, Haiyan
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/30
Data handling
Linear regression
Support vector machines
Time series
Auto-regressive integrated moving average
Ensemble empirical mode decomposition
Failure time
Hybrid model
Support vector machines regression
Forecasting
A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting
期刊论文
APPLIED MATHEMATICAL MODELLING, 2018, 卷号: 57, 页码: 163-178
作者:
Niu, Mingfei
;
Hu, Yueyong
;
Sun, Shaolong
;
Liu, Yu
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2018/07/30
Container throughput forecasting
Variational mode decomposition
Support vector regression
Hybridizing grey wolf optimization
Hybrid decomposition-ensemble model
Comparison of two new intelligent wind speed forecasting approaches based on Wavelet Packet Decomposition, Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Artificial Neural Networks
期刊论文
Energy Conversion and Management, 2018, 卷号: 155, 页码: 188-200
作者:
Liu, Hui
;
Mi, Xiwei
;
Li, Yanfei*
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2019/12/03
Wind speed forecasting
Wavelet packet decomposition
Complete Ensemble Empirical Mode Decomposition with Adaptive Noise
Artificial Neural Network
ANN
Artificial Neural Network
AR
Auto Regressive
ARIMA
Auto Regressive Integrated Moving Average
BA
Bat Algorithm
BP
Back-propagation Neural Network
CEEMDAN
Complete Ensemble Empirical Mode Decomposition
CG
Conjugate Gradient
CLSFPA
Flower Pollination Algorithm with Chaotic Local Search
CNN
Convolutional Neural Network
CS
Compressive Sensing
CSA
Cuckoo Search Algorithm
EEMD
Ensemble Empirical Mode Decomposition
ESM
Exponential Smoothing Method
FA
Firefly Algorithm
FAC
First-order Adaptive Coefficient
GA
Genetic Algorithm
GRNN
General Regression Neural Network
HBSA
Hybrid Backtracking Search Algorithm
HWM
Holt-Winters Model
IMFs
Intrinsic Mode Functions
IS
Input parameter Selection
KF
Kalman filter
LSSVM
Least Square Support Vector Machine
MAE
Mean Absolute Error
MAPE
Mean Absolute Percentage Error
MLP
Multilayer Perceptron Neural Network
MOBA
Multi Objective Bat Algorithm
NNCT
No Negative Constraint Theory
NSGA
Non-dominated Sorting Genetic Algorithm
OVMD
Optimized Variational Mode Decomposition
PSO
Particle Swam Optimization
PSOSA
Particle Swarm Optimization based on Simulated Annealing
PSR
Phase Space Reconstruction
RBF
Radial Basis Function Neural Network
RMSE
Root Mean Square Error
SAC
Second-order Adaptive Coefficient
SAM
Seasonal Adjustment Method
SDA
Secondary Decomposition Algorithm
SEA
Seasonal Exponential Adjustment
SOM
Self-Organizing feature Maps
SSA
Singular Spectrum Analysis
SVR
Support Vector Regression
VMD
Variational Mode Decomposition
v-SVM
v-Support Vector Machine
WD
Wavelet Decomposition
WPD
Wavelet Packet Decomposition
A Hybrid Forecasting Approach to Air Quality Time Series Based on Endpoint Condition and Combined Forecasting Model
期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2018, 卷号: Vol.15 No.9
作者:
Tao, Zhifu
;
Chen, Huayou
;
Zhu, Jiaming
;
Zhou, Ligang
;
Wu, Peng
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/04/24
air
quality
index
hybrid
forecasting
approach
ensemble
empirical
mode
decomposition
end
effect
combined
forecasting
model
A hybrid model for annual runoff time series forecasting using elman neural network with ensemble empirical mode decomposition
期刊论文
Water (Switzerland), 2018, 卷号: 10, 期号: 4
作者:
Zhang, Xike
;
Zhang, Qiuwen*
;
Zhang, Gui*
;
Nie, Zhiping
;
Gui, Zifan
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/24
ensemble empirical mode decomposition (EEMD)
Elman neural network (ENN)
hybrid model
annual runoff
time series forecasting
Dongting Lake basin
A Novel Hybrid Data-Driven Model for Daily Land Surface Temperature Forecasting Using Long Short-Term Memory Neural Network Based on Ensemble Empirical Mode Decomposition
期刊论文
International Journal of Environmental Research and Public Health, 2018, 卷号: 15, 期号: 5, 页码: 1032-
作者:
Zhang, Xike
;
Zhang, Qiuwen*
;
Zhang, Gui*
;
Nie, Zhiping
;
Gui, Zifan
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/24
*Dongting Lake basin
*Ensemble Empirical Mode Decomposition (EEMD)
*Long Short-Term Memory (LSTM)
*Neural Network (NN)
*daily land surface temperature
*data-driven
*forecasting
*hybrid model
A Novel Hybrid Data-Driven Model for Daily Land Surface Temperature Forecasting Using Long Short-Term Memory Neural Network Based on Ensemble Empirical Mode Decomposition
期刊论文
International Journal of Environmental Research and Public Health, 2018, 卷号: 15, 期号: 5, 页码: 1032-
作者:
Zhang, Xike
;
Zhang, Qiuwen*
;
Zhang, Gui*
;
Nie, Zhiping
;
Gui, Zifan
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/28
*Dongting Lake basin
*Ensemble Empirical Mode Decomposition (EEMD)
*Long Short-Term Memory (LSTM)
*Neural Network (NN)
*daily land surface temperature
*data-driven
*forecasting
*hybrid model
A hybrid model for annual runoff time series forecasting using elman neural network with ensemble empirical mode decomposition
期刊论文
Water (Switzerland), 2018, 卷号: 10, 期号: 4
作者:
Zhang, Xike
;
Zhang, Qiuwen*
;
Zhang, Gui*
;
Nie, Zhiping
;
Gui, Zifan
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/28
ensemble empirical mode decomposition (EEMD)
Elman neural network (ENN)
hybrid model
annual runoff
time series forecasting
Dongting Lake basin
Multistep Forecasting for Short-Term Wind Speed Using an Optimized Extreme Learning Machine Network with Decomposition-Based Signal Filtering
期刊论文
JOURNAL OF ENERGY ENGINEERING, 2016, 卷号: 142, 期号: 3
作者:
Zhao, J
;
Wang, JZ
;
Liu, F
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2017/01/12
Multi-step strategy
Ensemble empirical model decomposition
Cuckoo search
Extreme learning machine
Hybrid forecasting method
A novel hybrid decomposition-and-ensemble model based on CEEMD and GWO for short-term PM2.5 concentration forecasting
期刊论文
ATMOSPHERIC ENVIRONMENT, 2016, 卷号: 134, 页码: 168-180
作者:
Niu, Mingfei
;
Wang, Yufang
;
Sun, Shaolong
;
Li, Yongwu
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2018/07/30
Complementary ensemble empirical mode decomposition
Grey wolf optimizer
Support vector regression
Hybrid decomposition-ensemble model
PM2.5 concentration forecasting
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