Application of artificial neural networks and geographic information system to provide hazard susceptibility maps for rockfall failures
Yaser A. Nanehkaran, Zhu Licai, Junde Chen, Mohammad Azarafza, Mao Yimin
Topics & Concepts
RockfallLandslideConfusion matrixArtificial neural networkSupport vector machineRandom forestDecision treeComputer scienceReceiver operating characteristicEnvironmental engineering scienceMultilayer perceptronHazard analysisData miningHazardArtificial intelligenceGeologyMachine learningBiogeosciencesGeotechnical engineeringEngineeringReliability engineeringOrganic chemistryEarth scienceChemistryLandslides and related hazardsDam Engineering and SafetyFlood Risk Assessment and Management