Litcius/Paper detail

Snow avalanche susceptibility mapping using novel tree-based machine learning algorithms (XGBoost, NGBoost, and LightGBM) with eXplainable Artificial Intelligence (XAI) approach

Muzaffer Can İban, Süleyman Sefa Bilgilioğlu

2023Stochastic Environmental Research and Risk Assessment70 citationsDOI

Topics & Concepts

AdaBoostSnowArtificial intelligenceMachine learningRandom forestClassifier (UML)Computer scienceDecision treeAlgorithmMeteorologyGeographyLandslides and related hazardsCryospheric studies and observationsFlood Risk Assessment and Management
Snow avalanche susceptibility mapping using novel tree-based machine learning algorithms (XGBoost, NGBoost, and LightGBM) with eXplainable Artificial Intelligence (XAI) approach | Litcius