Performance evaluation of GIS-based new ensemble data mining techniques of adaptive neuro-fuzzy inference system (ANFIS) with genetic algorithm (GA), differential evolution (DE), and particle swarm optimization (PSO) for landslide spatial modelling

作者: Wei Chen , Mahdi Panahi , Hamid Reza Pourghasemi

DOI: 10.1016/J.CATENA.2017.05.034

关键词: Swarm behaviourComputer scienceParticle swarm optimizationTopographic Wetness IndexCategorical variableLandslideGenetic algorithmAdaptive neuro fuzzy inference systemDifferential evolutionData mining

摘要: … susceptibility mapping in the neighbouring provinces of the Alborz Mountains in Iran. They indicated that the proposed hybrid method showed a success rate of 0.90 and a prediction …

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