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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  
In Silico Study Combining Docking and QSAR Methods on a Series of Matrix Metalloproteinase 13 Inhibitors 期刊论文
ARCHIV DER PHARMAZIE, 2014, 卷号: 347, 期号: 11, 页码: 825-833
作者:  Xi, LL;  Li, SY;  Yao, XJ;  Wei, YH;  Li, JZ
收藏  |  浏览/下载：7/0  |  提交时间：2016/03/29
Rational Prediction of the Herbicidal Activities of Novel Protoporphyrinogen Oxidase Inhibitors by Quantitative Structure-Activity Relationship Model Based on Docking-Guided Active Conformation 期刊论文
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2009, 卷号: 57, 期号: 20
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收藏  |  浏览/下载：3/0  |  提交时间：2014/12/05
Validated quantitative structure-activity relationship analysis of a series of 2-aminothiazole based p56(Lck) inhibitors 期刊论文
ANALYTICA CHIMICA ACTA, 2009, 卷号: 631, 期号: 1
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收藏  |  浏览/下载：2/0  |  提交时间：2014/12/05
Accurate and Validated Quantitative Structure - Activity Relationship Model of Caspase-mediated Apoptosis-inducing Activity of Phenolic Compounds Using Density Functional Theory Calculation and Genetic Algorithm - Multiple Linear Regression 期刊论文
QSAR & COMBINATORIAL SCIENCE, 2008, 卷号: 27, 期号: 11-12
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收藏  |  浏览/下载：5/0  |  提交时间：2014/12/05

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