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Ground-level Ozone Prediction Using Machine Learning Techniques: A Case Study in Amman, Jordan 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 667-677
作者:  Maryam Aljanabi;  Mohammad Shkoukani;  Mohammad Hijjawi
收藏  |  浏览/下载:13/0  |  提交时间:2021/02/22
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  
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  
Hybrid evolutionary algorithms in a SVR traffic flow forecasting model 期刊论文
APPLIED MATHEMATICS AND COMPUTATION, 2011, 卷号: 217, 期号: [db:dc_citation_issue], 页码: 6733-6747
作者:  Hong, Wei-Chiang;  Dong, Yucheng;  Zheng, Feifeng;  Wei, Shih Yung
收藏  |  浏览/下载:9/0  |  提交时间:2019/12/10
Seasonal adjustment in a SVR with chaotic simulated annealing algorithm traffic flow forecasting model 会议论文
作者:  Hong, Wei-Chiang;  Dong, Yucheng;  Hung, Wei-Mou;  Wei, Shih-Yung
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/10
Research on a Neural-network-based Forecasting Algorithm for Retail Industry (CPCI-S收录) 会议论文
2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA)
作者:  Gao, Yue-Fang[1];  Liang, Yong-Sheng[1];  Tang, Fei[2];  Ou, Zhi-Wei[3];  Peng, Yun-Jian[4]
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/16


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