A two-stage sparse logistic regression for optimal gene selection in high-dimensional microarray data classification
Author:
Publisher
Springer Science and Business Media LLC
Subject
Applied Mathematics,Computer Science Applications,Statistics and Probability
Link
http://link.springer.com/content/pdf/10.1007/s11634-018-0334-1.pdf
Reference55 articles.
1. Algamal ZY, Lee MH (2015a) Penalized logistic regression with the adaptive LASSO for gene selection in high-dimensional cancer classification. Expert Syst Appl 42:9326–9332
2. Algamal ZY, Lee MH (2015b) Regularized logistic regression with adjusted adaptive elastic net for gene selection in high dimensional cancer classification. Comput Biol Med 67:136–145
3. Algamal ZY, Lee MH (2015c) Applying penalized binary logistic regression with correlation based elastic net for variables selection. J Mod Appl Stat Methods 14:168–179
4. Algamal ZY, Lee MH (2015d) High dimensional logistic regression model using adjusted elastic net penalty. Pak J Stat Oper Res 11:667–676
5. Algamal ZY, Lee MH (2015e) Adjusted adaptive lasso in high-dimensional Poisson regression model. Mod Appl Sci 9:170–176
Cited by 56 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. Classifying collisions in road accidents using XGBOOST, CATBOOST and SALP SWARM based optimization algorithms;Multimedia Tools and Applications;2023-10-05
2. Prediction of terephthalic acid yield in aqueous hydrolysis of polyethylene terephthalate;Journal of Applied Polymer Science;2023-04-27
3. Diagnosis of gastric cancer based on hybrid genes selection approach;Biotechnology and Genetic Engineering Reviews;2023-04-20
4. Gene reduction and machine learning algorithms for cancer classification based on microarray gene expression data: A comprehensive review;Expert Systems with Applications;2023-03
5. Big Data in Gastroenterology Research;International Journal of Molecular Sciences;2023-01-27
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