Can deep learning algorithms outperform benchmark machine learning algorithms in flood susceptibility modeling?
Author:
Funder
Vietnam Academy of Science and Technology
National Foundation for Science and Technology Development
Publisher
Elsevier BV
Subject
Water Science and Technology
Reference131 articles.
1. Breast cancer classification using deep belief networks;Abdel-Zaher;Expert Syst. Appl.,2016
2. Artificial neural network development by means of a novel combination of grammatical evolution and genetic algorithm;Ahmadizar;Eng. Appl. Artif. Intell.,2015
3. Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA);Ahmadlou;Geocarto Int.,2019
4. Global projections of river flood risk in a warmer world;Alfieri;Earth's Future,2017
5. The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan;Ayalew;Geomorphology,2005
Cited by 83 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Clarifying urban flood response characteristics and improving interpretable flood prediction with sparse data considering the coupling effect of rainfall and drainage pipeline siltation;Science of The Total Environment;2024-11
2. Improved remote sensing reference evapotranspiration estimation using simple satellite data and machine learning;Science of The Total Environment;2024-10
3. A systematic review of trustworthy artificial intelligence applications in natural disasters;Computers and Electrical Engineering;2024-09
4. A Critical Review of RNN and LSTM Variants in Hydrological Time Series Predictions;MethodsX;2024-09
5. Using algorithmic game theory to improve supervised machine learning: A novel applicability approach in flood susceptibility mapping;Environmental Science and Pollution Research;2024-08-19
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3