Machine learning ensemble modelling as a tool to improve landslide susceptibility mapping reliability
Mariano Di Napoli, Francesco Carotenuto, Andrea Cevasco, Pierluigi Confuorto, Diego Di Martire, Marco Firpo, Giacomo Pepe, Emanuele Raso, Domenico Calcaterra
Topics & Concepts
LandslideReliability (semiconductor)Artificial neural networkComputer scienceReceiver operating characteristicEnsemble learningBoosting (machine learning)Ensemble forecastingStatisticsArtificial intelligenceMachine learningData miningMathematicsGeologyGeotechnical engineeringPhysicsQuantum mechanicsPower (physics)Landslides and related hazardsTree Root and Stability StudiesCryospheric studies and observations