CORC

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CORC

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Application of neural network and time series modeling to study the suitability of drain water quality for irrigation: a case study from Egypt 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2020, 页码: 17
作者:  Abdel-Fattah, Mohamed K.;  Mokhtar, Ali;  Abdo, Ahmed, I
收藏  |  浏览/下载：10/0  |  提交时间：2021/03/18
Analysis of Outcomes in Ischemic vs Nonischemic Cardiomyopathy in Patients With Atrial Fibrillation A Report From the GARFIELD-AF Registry 期刊论文
2019, 卷号: 4, 期号: 6, 页码: 526-548
作者:  Corbalan, Ramon;  Bassand, Jean-Pierre;  Illingworth, Laura;  Ambrosio, Giuseppe;  Camm, A. John
收藏  |  浏览/下载：72/0  |  提交时间：2020/01/03
基于ARIMA和ANN组合模型的大型活动中区域交通流预测研究 学位论文
: 大连理工大学, 2018
作者:  刘鑫
收藏  |  浏览/下载：8/0  |  提交时间：2019/12/02
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*
收藏  |  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  
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  
Forecasting long-term global solar radiation with an ANN algorithm coupled with satellite-derived (MODIS) land surface temperature (LST) for regional locations in Queensland 期刊论文
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 卷号: 72, 页码: 828-848
作者:  Deo, Ravinesh C.;  Sahin, Mehmet
收藏  |  浏览/下载：27/0  |  提交时间：2019/10/09
基于ARIMA-ANN组合模型的股票价格预测研究 学位论文
2017
作者:  张彤彤
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/26
Hybrid denoising-jittering data processing approach to enhance sediment load prediction of muddy rivers 期刊论文
Journal of Mountain Science, 2016, 卷号: 13, 期号: 12, 页码: 2135-2146
作者:  Afshin PARTOVIAN;  Vahid NOURANI;  Mohammad Taghi ALAMI
收藏  |  浏览/下载：52/0  |  提交时间：2016/11/30
Improving Forecasting Performance by Exploiting Expert Knowledge: Evidence from Guangzhou Port 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2016, 卷号: 15, 期号: 2, 页码: 387-401
作者:  Huang, Anqiang;  Qiao, Han;  Wang, Shouyang;  Liu, John
收藏  |  浏览/下载：18/0  |  提交时间：2018/07/30
指数跟踪投资组合与多信息下指数可预测性——基于Adaptive LASSO和ARIMA-ANN方法 期刊论文
系统工程, 2015, 期号: 2015年04期, 页码: 1-7
作者:  刘睿智;  周勇
收藏  |  浏览/下载：3/0  |  提交时间：2019/09/18

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