Concepedia

A compound structure of ELM based on feature selection and parameter optimization using hybrid backtracking search algorithm for wind speed forecasting

Chu Zhang, Jianzhong Zhou, Chaoshun Li, Wenlong Fu

Energy Conversion and Management · 2017 · 272 citations · 31 references

Concepts

Natural SciencesMeteorologyForecastingOptimizationWeather ForecastingComputational Time Series AnalysisFeature SelectionTime Series Feature ExtractionTime Series ForecastingWind ForecastingFeature Selection For ForecastingHybrid Forecasting ModelsTime Series Forecasting For WindWind Direction PredictionWind Forecasting Feature SelectionWind Power ForecastingWind Speed ForecastingWind Speed Prediction

References

31

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations

Computing, Computer Science, Machine Learning +12

Variational Mode Decomposition

Konstantin Dragomiretskiy, Dominique Zosso · IEEE Transactions on Signal Processing · 2014 · 8.6K citations

Engineering, Electrical Engineering, Biomedical Signal Processing +15

Extreme learning machine: a new learning scheme of feedforward neural networks

Guang-Bin Huang, Qin‐Yu Zhu, Chee‐Kheong Siew · 2005 · 4.1K citations

Computing, Computer Science, Algorithms +10

Backtracking Search Optimization Algorithm for numerical optimization problems

Pınar Çivicioğlu · Applied Mathematics and Computation · 2013 · 1K citations

Computing, Computer Science, Algorithms +12

On comparing three artificial neural networks for wind speed forecasting

Gong Li, Jing Shi · Applied Energy · 2010 · 705 citations

Computing, Computer Science, Meteorology +10