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Comparison of four Adaboost algorithm based artificial neural networks in wind speed predictions 期刊论文
Energy Conversion and Management, 2015, 卷号: 92, 页码: 67-81
作者:  Liu, Hui*;  Tian, Hong-Qi;  Li, Yan-Fei;  Zhang, Lei
收藏  |  浏览/下载:21/0  |  提交时间:2019/12/03
AA  Apriori Algorithm  RBF  Radial Basis Functions  SVR  Support Vector Regression  WDF  Weibull Distribution Function  MSM  Markov Switching Model  BI  Bayesian Interface  PM  Persistent Model  AR  Auto Regressive  ANN  artificial neural networks  BSBM  Bayesian Structural Break Model  KRRM  Kernel Ridge Regression Method  ALS  Active Learning Strategies  SAA  Seasonal Adjustment Algorithm  ESM  Exponential Smoothing Method  MLP  Multilayer Perceptron  BP  Back Propagation  KSF  Kalman Short-term Filtering  NWP  Numerical Weather Prediction  GA  Genetic Algorithm  PSO  Particle Swarm Optimization  PCA  Principal Component Analysis  FAC  First-order Adaptive Coefficient  SAC  Second-order Adaptive Coefficient  BT  Bayesian Theory  SBM  Structural Break Modeling  UKF  Unscented Kalman Filter  OFM  Organizing Feature Maps  EMD  Empirical Mode Decomposition  WT  Wavelet Transform  SVM  Support Vector Machine  ARIMA  Auto Regressive Integrated Moving Average  MAS  Multiple Architecture System  MLR  Multiple Linear Regression  Adaboost  Adaptive Boosting  GD-ALR-BP  Gradient Descent with Adaptive Learning Rate Back Propagation  GDM-ALR-BP  Gradient Descent with Momentum and Adaptive Learning Rate Back Propagation  CG-BP-FR  Conjugate Gradient Back Propagation with Fletcher-Reeves Updates  BFGS  Broyden–Fletcher–Goldfarb–Shanno  Wind energy  Wind speed forecasting  Wind speed predictions  Adaboost algorithm  Neural networks  
Comparison of new hybrid FEEMD-MLP, FEEMD-ANFIS, Wavelet Packet-MLP and Wavelet Packet-ANFIS for wind speed predictions 期刊论文
Energy Conversion and Management, 2014, 卷号: 89, 页码: 1-11
作者:  Liu, Hui*;  Tian, Hong-qi;  Li, Yan-fei
收藏  |  浏览/下载:10/0  |  提交时间:2019/12/03
WDF  Weibull Distribution Function  WD  Wavelet Decomposition  WPD  Wavelet Packet Decomposition  EEMD  Ensemble Empirical Mode Decomposition  FEEMD  Fast Ensemble Empirical Mode Decomposition  SAM  Seasonal Adjustment Method  ESM  Exponential Smoothing Method  RBF  Radial Basis Function  HWM  Holt Winters Model  PSO  Particle Swarm Optimization  MLP  Multilayer Perceptron Network  GA  Genetic Algorithm  PCA  Principal Component Analysis  BT  Bayesian Theory  SBM  Structural Break Modeling  EMD  Empirical Mode Decomposition  ANN  Artificial Neural Networks  UKF  Unscented Kalman Filter  SVR  Support Vector Regression  AR  Auto Regressive  OFM  Organizing Feature Maps  PM  Persistence Method  WTT  Wavelet Transform Technique  ENN  Elman Neural Network  CWT  Continuous Wavelet Transform  IMF  Intrinsic Mode Functions  ANFIS  Adaptive Neuro Fuzzy Inference System  ARIMA  Auto Regressive Integrated Moving Average  BFGS  Broyden Fletcher Goldfarb Shanno Algorithm  RBFN  Radial Basis Function Network  Wind energy  Wind speed forecasting  Wind speed predictions  Empirical mode decomposition  Fast ensemble empirical mode decomposition  Wavelet decomposition  Wavelet packet decomposition  Artificial neural networks  


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