Predicting occurrence of liquefaction-induced lateral spreading using gradient boosting algorithms integrated with particle swarm optimization: PSO-XGBoost, PSO-LightGBM, and PSO-CatBoost
Selçuk Demir, Emrehan Kutluğ Şahin
Topics & Concepts
Particle swarm optimizationGradient boostingBoosting (machine learning)Machine learningArtificial intelligenceComputer scienceHyperparameterLiquefactionAlgorithmFeature engineeringRandom forestEngineeringDeep learningGeotechnical engineeringGeotechnical Engineering and Underground StructuresGeotechnical Engineering and Soil MechanicsLandslides and related hazards