Imputation of missing well log data by random forest and its uncertainty analysis
Author:
Funder
Innovation Fund
Publisher
Elsevier BV
Subject
Computers in Earth Sciences,Information Systems
Reference65 articles.
1. Principal component analysis;Abdi;WIREs Comput. Statist.,2010
2. Artificial neural network modeling and cluster analysis for organic facies and burial history estimation using well log data: a case study of the South Pars Gas Field, Persian Gulf, Iran;Alizadeh;Comput. Geosci.,2012
3. Probabilistic logging lithology characterization with random forest probability estimation;Ao;Comput. Geosci.,2020
4. Recursive convolutional neural networks in a multiple-point statistics framework;Avalos;Comput. Geosci.,2020
5. Missing log data interpolation and semiautomatic seismic well ties using data matching techniques;Bader;Interpretation,2019
Cited by 64 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. A hybrid transfer learning to continual learning strategy for improving cross-building energy prediction in data increment scenario;Journal of Building Engineering;2024-10
2. FlexLogNet: A flexible deep learning-based well-log completion method of adaptively using what you have to predict what you are missing;Computers & Geosciences;2024-09
3. Innovative lithology identification enhancement via the recurrent transformer model with well logging data;Geoenergy Science and Engineering;2024-09
4. Imputation of missing values in well log data using k-nearest neighbor collaborative filtering;Computers & Geosciences;2024-09
5. A multi-view ensemble machine learning approach for 3D modeling using geological and geophysical data;International Journal of Geographical Information Science;2024-08-22
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