articleTop 1% cited
Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS
Journal of Hydrology · 2014 · Vol. 512 · pp. 332–343
Mahyat Shafapour Tehrany✉(Universiti Putra Malaysia)Biswajeet Pradhan(Universiti Putra Malaysia)Mustafa Neamah Jebur(Universiti Putra Malaysia)
Flood Risk Assessment and ManagementHydrology and Watershed Management StudiesHydrology and Drought AnalysisSupport vector machineTopographic Wetness IndexKernel (algebra)Polynomial kernelFlood mythRadial basis function kernelBivariate analysisComputer scienceArtificial intelligenceMathematics
Citations
933
FWCI
25.27
field-weighted impact
References
88
Percentile
100%
vs. same field & year
Citations per year
Cited by
GIS Based Hybrid Computational Approaches for Flash Flood Susceptibility Assessment
Water · 2020 · 241 citations
Flood Prediction Using Machine Learning Models: Literature Review
Water · 2018 · 1,171 citations
New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling
Water · 2018 · 236 citations
Flash flood susceptibility analysis and its mapping using different bivariate models in Iran: a comparison between Shannon’s entropy, statistical index, and weighting factor models
Environmental Monitoring and Assessment · 2016 · 286 citations
References
Spatial prediction of flood susceptible areas using rule based decision tree (DT) and a novel ensemble bivariate and multivariate statistical models in GIS
Journal of Hydrology · 2013 · 824 citations
Parameterisation, calibration and validation of distributed hydrological models
Journal of Hydrology · 1997 · 870 citations
Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China
Geomorphology · 2008 · 594 citations
Modeling susceptibility to landslides using the weight of evidence approach: Western Colorado, USA
Geomorphology · 2009 · 417 citations
Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel
Neural Computation · 2003 · 1,607 citations
Support-Vector Networks
Machine Learning · 1995 · 32,108 citations
Support-vector networks
Machine Learning · 1995 · 39,987 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.