Assessing the predictive capability of ensemble tree methods for landslide susceptibility mapping using XGBoost, gradient boosting machine, and random forest

Yerel katalogda bu makaleye atıf yapan 48 yayın (OpenAlex referans eşleşmesi; tam dünya listesi değildir).

1. Predictive Performances of Ensemble Machine Learning Algorithms in Landslide Susceptibility Mapping Using Random Forest, Extreme Gradient Boosting (XGBoost) and Natural Gradient Boosting (NGBoost) 2022 Atıf 367 · OpenAlex
2. Predictive Performances of Ensemble Machine Learning Algorithms in Landslide Susceptibility Mapping Using Random Forest, Extreme Gradient Boosting (XGBoost) and Natural Gradient Boosting (NGBoost) 2022 Atıf 367 · OpenAlex
3. Snow avalanche susceptibility mapping using novel tree-based machine learning algorithms (XGBoost, NGBoost, and LightGBM) with eXplainable Artificial Intelligence (XAI) approach 2023 Atıf 76 · OpenAlex
4. Assessment of rainfall-induced landslide susceptibility in Artvin, Turkey using machine learning techniques 2022 Atıf 60 · OpenAlex
5. Implementation of free and open-source semi-automatic feature engineering tool in landslide susceptibility mapping using the machine-learning algorithms RF, SVM, and XGBoost 2023 Atıf 57 · OpenAlex
6. Comparative Analysis of Tree-Based Ensemble Learning Algorithms for Landslide Susceptibility Mapping: A Case Study in Rize, Turkey 2023 Atıf 55 · OpenAlex
7. Comparative Analysis of Tree-Based Ensemble Learning Algorithms for Landslide Susceptibility Mapping: A Case Study in Rize, Turkey 2023 Atıf 55 · OpenAlex
8. Comparison of tree-based ensemble learning algorithms for landslide susceptibility mapping in Murgul (Artvin), Turkey 2024 Atıf 49 · OpenAlex
9. Comparison of tree-based ensemble learning algorithms for landslide susceptibility mapping in Murgul (Artvin), Turkey 2024 Atıf 49 · OpenAlex
10. Comparison of tree-based ensemble learning algorithms for landslide susceptibility mapping in Murgul (Artvin), Turkey 2024 Atıf 49 · OpenAlex