Flash Flood Susceptibility Modeling Using New Approaches of Hybrid and Ensemble Tree-Based Machine Learning Algorithms Article

Band, Shahab S, Janizadeh, Saeid, Pal, Subodh Chandra et al. (2020). Flash Flood Susceptibility Modeling Using New Approaches of Hybrid and Ensemble Tree-Based Machine Learning Algorithms . 12(21), 10.3390/rs12213568

Open Access ESI Most Cited Paper International Collaboration

cited authors

  • Band, Shahab S; Janizadeh, Saeid; Pal, Subodh Chandra; Saha, Asish; Chakrabortty, Rabin; Melesse, Assefa M; Mosavi, Amirhosein

sustainable development goals

authors

publication date

  • November 1, 2020

keywords

  • ANALYTIC HIERARCHY PROCESS
  • AREAS
  • DISCRIMINANT-ANALYSIS
  • Environmental Sciences
  • Environmental Sciences & Ecology
  • FEATURE-SELECTION
  • FREQUENCY RATIO
  • Geology
  • Geosciences, Multidisciplinary
  • Imaging Science & Photographic Technology
  • LOGISTIC-REGRESSION
  • Life Sciences & Biomedicine
  • MANAGEMENT
  • PREDICTION
  • Physical Sciences
  • RIVER
  • Remote Sensing
  • SUPPORT VECTOR MACHINE
  • Science & Technology
  • Technology
  • artificial intelligence
  • big data
  • data science
  • extremely randomized trees (ERT)
  • flash-flood susceptibility
  • hydrological model
  • machine learning
  • natural hazard
  • parallel random forest
  • regularized random forest

Digital Object Identifier (DOI)

publisher

  • MDPI

volume

  • 12

issue

  • 21