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	Comparison of four Adaboost algorithm based artificial neural networks in wind speed predictions
	Liu, Hui*; Tian, Hong-Qi; Li, Yan-Fei; Zhang, Lei
刊名	Energy Conversion and Management
	2015
卷号	92页码:67-81
关键词	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
ISSN号	0196-8904
DOI	10.1016/j.enconman.2014.12.053
URL标识	查看原文
WOS记录号	WOS:000349724800007;EI:20150200407424
内容类型	期刊论文
URI标识	http://www.corc.org.cn/handle/1471x/3315888
专题	中南大学
作者单位	1.[Li, Yan-Fei 2.Liu, Hui 3.Tian, Hong-Qi 4.Zhang, Lei] Cent S Univ, Sch Traff & Transportat Engn, Key Lab Traff Safety Track, Minist Educ, Changsha 410075, Hunan, Peoples R China.
推荐引用方式 GB/T 7714	Liu, Hui*,Tian, Hong-Qi,Li, Yan-Fei,et al. Comparison of four Adaboost algorithm based artificial neural networks in wind speed predictions[J]. Energy Conversion and Management,2015,92:67-81.
APA	Liu, Hui*,Tian, Hong-Qi,Li, Yan-Fei,&Zhang, Lei.(2015).Comparison of four Adaboost algorithm based artificial neural networks in wind speed predictions.Energy Conversion and Management,92,67-81.
MLA	Liu, Hui*,et al."Comparison of four Adaboost algorithm based artificial neural networks in wind speed predictions".Energy Conversion and Management 92(2015):67-81.

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