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CORC

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Stacked ensemble extreme learning machine coupled with Partial Least Squares-based weighting strategy for nonlinear multivariate calibration 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2019, 卷号: 215, 页码: 97-111
作者:  Shan, Peng;  Zhao, Yuhui;  Wang, Qiaoyun;  Sha, Xiaopeng;  Lv, Xiaoyong
收藏  |  浏览/下载：60/0  |  提交时间：2019/12/16
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：37/0  |  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  
A self-adaptive multi-view framework for multi-source information service in cloud ITS 期刊论文
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2016, 卷号: 7, 页码: 205-220
作者:  Xue, Shan[1];  Xiong, Li[2];  Yang, Shufen[3];  Zhao, Lu[4]
收藏  |  浏览/下载：14/0  |  提交时间：2019/04/26
Four wind speed multi-step forecasting models using extreme learning machines and signal decomposing algorithms 期刊论文
Energy Conversion and Management, 2015, 卷号: 100, 页码: 16-22
作者:  Liu, Hui*;  Tian, Hong-Qi;  Li, Yan-Fei
收藏  |  浏览/下载：6/0  |  提交时间：2019/12/03
WD  Wave let Decomposition  WPD  Wavelet Packet Decomposition  EMD  Empirical Mode Decomposition  EEMD  Ensemble Empirical Mode Decomposition  FEEMD  Fast Ensemble Empirical Mode Decomposition  MLP  Multi Layer Perceptron  ANFIS  Adaptive Network-based Fuzzy Inference System  BP  Back Propagation  GA  Genetic Algorithm  PSO  Particle Swarm Optimization  EA  Evolutionary Algorithm  AA  Adaboost Algorithm  ARIMA  Autoregressive Integrated Moving Average  SLFNN  Single-hidden Layer Feed-forward Neural Networks  MAE  Mean Absolute Error  MAPE  Mean Absolute Percentage Error  RMSE  Root Mean Square Error  Wind energy  Wind speed forecasting  Wind speed decomposition  Wavelet  Extreme learning machines  Empirical mode decomposition  
基于改进Elman网络模型的软件可靠性预测 期刊论文
通信学报, 2011, 卷号: 32, 期号: 4, 页码: 86-93
程绪超; 陈新宇; 郭平
收藏  |  浏览/下载：14/0  |  提交时间：2011/10/10
A simple and efficient algorithm to estimate daily global solar radiation from geostationary satellite data SCI/SSCI论文
2011
Lu N.; Qin J.; Yang K.; Sun J. L.
收藏  |  浏览/下载：44/0  |  提交时间：2012/06/08
Prediction of the property of corrosion resistance of a surface alloyed layer by using artificial neural networks 期刊论文
2010, 2010
Xu, J; Liu, WJ; Xu, Z
收藏  |  浏览/下载：3/0
Detecting DDoS Attack towards DNS Server Using a Neural Network Classifier 会议论文
第十届科学数据库研讨会, 2010
吴军
收藏  |  浏览/下载：11/0  |  提交时间：2013/06/25
Adaptive sliding mode control using RBF neural network for nonlinear system 会议论文
Kunming, China, July 12, 2008 - July 15, 2008
作者:  Zhang, Ming-Guang;  Chen, Yu-Wu;  Wang, Peng;  Wang, Zhao-Gang
收藏  |  浏览/下载：0/0  |  提交时间：2020/11/15
A novel neural network training algorithm based on particle swarm optimizer and optimal foraging theory 期刊论文
DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 卷号: 14, 期号: S, 页码: 370-375
作者:  Niu B(牛奔);  Zhu YL(朱云龙);  Hu KY(胡琨元);  He XX(何小贤)
收藏  |  浏览/下载：22/0  |  提交时间：2012/05/29

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