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Optimization of state-of-the-art fuzzy-metaheuristic ANFIS-based machine learning models for flood susceptibility prediction mapping in the Middle Ganga Plain, India

Aman Arora, Alireza Arabameri, Manish Pandey, Masood Ahsan Siddiqui, Uma Kant Shukla, Dieu Tien Bui, Varun Narayan Mishra, Anshuman Bhardwaj

2020The Science of The Total Environment211 citationsDOIOpen Access PDF

Topics & Concepts

Adaptive neuro fuzzy inference systemFloodplainFlood mythTopographic Wetness IndexParticle swarm optimizationEnvironmental scienceHydrology (agriculture)Computer scienceMachine learningFuzzy logicCartographyArtificial intelligenceGeologyGeographyRemote sensingFuzzy control systemDigital elevation modelGeotechnical engineeringArchaeologyFlood Risk Assessment and ManagementHydrology and Watershed Management StudiesHydrology and Drought Analysis
Optimization of state-of-the-art fuzzy-metaheuristic ANFIS-based machine learning models for flood susceptibility prediction mapping in the Middle Ganga Plain, India | Litcius