Urban waterlogging susceptibility assessment based on a PSO-SVM method using a novel repeatedly random sampling idea to select negative samples
Author:
Publisher
Elsevier BV
Subject
Water Science and Technology
Reference67 articles.
1. Modeling urban floods and drainage using SWMM and MIKE URBAN: a case study;Bisht;Nat. Hazards,2016
2. GIS–based landslide susceptibility mapping on the Peloponnese Peninsula, Greece;Chalkias;Geosciences.,2014
3. Multi–layered coarse grid modelling in 2D urban flood simulations;Chen;J. Hydrol.,2012
4. 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;Chen;Catena,2017
5. Landslide susceptibility modeling based on gis and novel bagging-based kernel logistic regression;Chen;Appl. Sci.,2018
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