Comparison of tree-based machine learning algorithms for predicting liquefaction potential using canonical correlation forest, rotation forest, and random forest based on CPT data
Author:
Publisher
Elsevier BV
Subject
Soil Science,Geotechnical Engineering and Engineering Geology,Civil and Structural Engineering
Reference95 articles.
1. Liquefaction of soil in the tokyo bay area from the 2011 Tohoku (Japan) earthquake;Bhattacharya;Soil Dynam Earthq Eng,2011
2. Building damage associated with geotechnical problems;Tokimatsu;Soils Found,1996
3. Liquefaction-induced ground deformations at hotel sapanca during Kocaeli (Izmit), Turkey earthquake;Cetin;Soil Dynam Earthq Eng,2002
4. Review of soil liquefaction characteristics during major earthquakes of the twenty-first century;Huang;Nat Hazards,2013
Cited by 30 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. Evaluation and analysis of liquefaction potential of gravelly soils using explainable probabilistic machine learning model;Computers and Geotechnics;2024-03
2. Breaking Boundaries in Diagnosis: Non-Invasive Anemia Detection Empowered by AI;IEEE Access;2024
3. A Study on the Effectiveness and Efficiency of Public or Private Hospitals within Pakistan;Sir Syed University Research Journal of Engineering & Technology;2024-01-01
4. A quantitative monitoring method for the pretightening state of bolts based on nonlinear Lamb waves and incremental learning;Nondestructive Testing and Evaluation;2023-12-11
5. Integration of Double-Weighted Bayesian and Simplified Methods for Predicting Seismic Liquefaction Based on Multiple Databases;International Journal of Geomechanics;2023-12
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