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Near‐Surface Maximum Wind Speed Prediction Using XGBoost Model Integrated Bayesian Optimization Algorithm and Based on K‐Nearest Neighbor Mutual Information Feature Selection
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| Published in: | Meteorological Applications |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868552838537281537 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Meteorological Applications |
| description | |
| discipline_display | Meteorology |
| discipline_facet | Meteorology |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:62405 |
| institution | FRELIP |
| journal_source_facet | Meteorological Applications |
| last_indexed | 2026-06-20T21:27:21.959Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Near‐Surface Maximum Wind Speed Prediction Using XGBoost Model Integrated Bayesian Optimization Algorithm and Based on K‐Nearest Neighbor Mutual Information Feature Selection Meteorology General Meteorology |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Meteorology General Meteorology |
| subject_facet | Meteorology General Meteorology |
| title | Near‐Surface Maximum Wind Speed Prediction Using XGBoost Model Integrated Bayesian Optimization Algorithm and Based on K‐Nearest Neighbor Mutual Information Feature Selection |
| title_alt | Predicción de la velocidad máxima del viento cerca de la superficie utilizando el modelo XGBoost integrado con algoritmo de optimización bayesiana y basado en selección de características de información mutua de k-vecinos más cercanos Prédiction de la vitesse maximale du vent près de la surface à l'aide du modèle XGBoost intégré à l'algorithme d'optimisation bayésienne et basée sur la sélection de caractéristiques par information mutuelle des k-plus proches voisins Previsão de Velocidade Máxima do Vento Próximo à Superfície Usando Modelo XGBoost Integrado com Algoritmo de Otimização Bayesiana e Baseado em Seleção de Características por Informação Mútua K-Vizinhos Mais Próximos |
| title_auth | Near‐Surface Maximum Wind Speed Prediction Using XGBoost Model Integrated Bayesian Optimization Algorithm and Based on K‐Nearest Neighbor Mutual Information Feature Selection |
| title_es_txt | Predicción de la velocidad máxima del viento cerca de la superficie utilizando el modelo XGBoost integrado con algoritmo de optimización bayesiana y basado en selección de características de información mutua de k-vecinos más cercanos |
| title_fr_txt | Prédiction de la vitesse maximale du vent près de la surface à l'aide du modèle XGBoost intégré à l'algorithme d'optimisation bayésienne et basée sur la sélection de caractéristiques par information mutuelle des k-plus proches voisins |
| title_full | Near‐Surface Maximum Wind Speed Prediction Using XGBoost Model Integrated Bayesian Optimization Algorithm and Based on K‐Nearest Neighbor Mutual Information Feature Selection |
| title_fullStr | Near‐Surface Maximum Wind Speed Prediction Using XGBoost Model Integrated Bayesian Optimization Algorithm and Based on K‐Nearest Neighbor Mutual Information Feature Selection |
| title_full_unstemmed | Near‐Surface Maximum Wind Speed Prediction Using XGBoost Model Integrated Bayesian Optimization Algorithm and Based on K‐Nearest Neighbor Mutual Information Feature Selection |
| title_pt_txt | Previsão de Velocidade Máxima do Vento Próximo à Superfície Usando Modelo XGBoost Integrado com Algoritmo de Otimização Bayesiana e Baseado em Seleção de Características por Informação Mútua K-Vizinhos Mais Próximos |
| title_short | Near‐Surface Maximum Wind Speed Prediction Using XGBoost Model Integrated Bayesian Optimization Algorithm and Based on K‐Nearest Neighbor Mutual Information Feature Selection |
| title_sort | near‐surface maximum wind speed prediction using xgboost model integrated bayesian optimization algorithm and based on k‐nearest neighbor mutual information feature selection |
| topic | Meteorology General Meteorology |
| url | https://rmets.onlinelibrary.wiley.com/doi/10.1002/met.70202?af=R |