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CORC

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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
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
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
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
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
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
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
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
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

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