Integrating the Particle Swarm Optimization (PSO) with machine learning methods for improving the accuracy of the landslide susceptibility model
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Earth and Planetary Sciences
Link
https://link.springer.com/content/pdf/10.1007/s12145-022-00878-5.pdf
Reference100 articles.
1. Ahlmer AK, Cavalli M, Hansson K, Koutsouris AJ, Crema S, Kalantari Z (2018) Soil moisture remote-sensing applications for identification of flood-prone areas along transport infrastructure. Environ Earth Sci 77(14):533
2. Akgun A, Kıncal C, Pradhan B (2012b) Application of remote sensing data and GIS for landslide risk assessment as an environmental threat to Izmir city (west Turkey). Environ Monit Assess 184(9):5453–5470
3. Akgun A, Kıncal C, Pradhan B (2012c) Application of remote sensing data and GIS for landslide risk assessment as an environmental threat to Izmir city (west Turkey). Environ Monit Assess 184(9):5453–5470
4. Akgun A, Sezer EA, Nefeslioglu HA, Gokceoglu C, Pradhan B (2012a) An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm. Comput Geosci 38(1):23–34
5. Akgün A, Türk N (2011) Mapping erosion susceptibility by a multivariate statistical method: a case study from the Ayvalık region, NW Turkey. Comput Geosci 37(9):1515–1524
Cited by 19 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. Comparisons of filter, wrapper, and embedded feature selection for rockfall susceptibility prediction and mapping;Natural Hazards;2024-08-27
2. Optimizing groundwater management to prevent drawdown and sustain agricultural production using machine learning model;2024-08-08
3. Solving dynamic optimization problems using parent–child multi-swarm clustered memory (PCSCM) algorithm;Neural Computing and Applications;2024-08-07
4. Landslide susceptibility mapping (LSM) based on different boosting and hyperparameter optimization algorithms: A case of Wanzhou District, China;Journal of Rock Mechanics and Geotechnical Engineering;2024-08
5. A Systematic Review of Landslides prediction mechanisms and analysis of Landslides in Western Ghats in Kerala and Maharashtra;Multimedia Tools and Applications;2024-06-17
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