Selection of Significant Features Using Monte Carlo Feature Selection
Author:
Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-18781-5_2
Reference11 articles.
1. Guyon I, Elisseeff A (2003) An introduction to variable and feature selection. J. Mach. Learn. Res. 3:1157–1182
2. Saeys Y, Inza I, Larranaga P (2007) A review of feature selection techniques in bioinformatics. Bioinformatics 23:2507–2517
3. Draminski M, Rada-Iglesias A, Enroth S, Wadelius C, Koronacki J, Komorowski J (2008) Monte Carlo feature selection for supervised classification. Bioinformatics 24:110–117
4. Kierczak M, Ginalski K, Draminski M, Koronacki J, Rudnicki W, Komorowski J (2009) A rough set-based model of HIV-1 reverse transcriptase resistome. Bioinform. Biol. Insights 3:109–127
5. Draminski M, Kierczak M, Koronacki J, Komorowski J (2010) Monte Carlo feature selection and interdependency discovery in supervised classification. Stud Comput Intell 263:371–385
Cited by 5 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. Measurement data intrusion detection in industrial control systems based on unsupervised learning;Applied Computing and Intelligence;2021
2. Development of a Gaussian Process – feature selection model to characterise (poly)dimethylsiloxane (Silastic®) membrane permeation;Journal of Pharmacy and Pharmacology;2020-04-04
3. A Novel Framework for Selecting Informative Meteorological Stations Using Monte Carlo Feature Selection (MCFS) Algorithm;Advances in Meteorology;2020-02-17
4. Recommendation System Based on Optimal Feature Selection Algorithm for Predictive Analysis;Emerging Research in Data Engineering Systems and Computer Communications;2020
5. rmcfs: An R Package for Monte Carlo Feature Selection and Interdependency Discovery;Journal of Statistical Software;2018
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