Use of Wrapper Algorithms Coupled with a Random Forests Classifier for Variable Selection in Large-Scale Genomic Association Studies-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Use of Wrapper Algorithms Coupled with a Random Forests Classifier for Variable Selection in Large-Scale Genomic Association Studies

Published:2009-12 Issue:12 Volume:16 Page:1705-1718
ISSN:1066-5277
Container-title:Journal of Computational Biology
language:en
Short-container-title:Journal of Computational Biology

Author:

Rodin Andrei S.¹,Litvinenko Anatoliy¹,Klos Kathy¹,Morrison Alanna C.¹,Woodage Trevor²,Coresh Josef³,Boerwinkle Eric¹⁴

Affiliation:

1. Human Genetics Center, School of Public Health, University of Texas Health Science Center, Houston, Texas.

2. Applied Biosystems, Foster City, California.

3. Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.

4. Institute of Molecular Medicine, University of Texas Health Science Center, Houston, Texas.

Publisher

Mary Ann Liebert Inc

Subject

Computational Theory and Mathematics,Computational Mathematics,Genetics,Molecular Biology,Modelling and Simulation

Link

http://www.liebertpub.com/doi/pdf/10.1089/cmb.2008.0037

Reference28 articles.

1. Selection bias in gene extraction on the basis of microarray gene-expression data

2. THE ATHEROSCLEROSIS RISK IN COMMUNIT (ARIC) STUDY: DESIGN AND OBJECTIVES

3. Nature's way of optimizing

4. Is cross-validation better than resubstitution for ranking genes?

Cited by 23 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 New Approach Based on Deep Neural Networks and Multisource Geospatial Data for Spatial Prediction of Groundwater Spring Potential;IEEE Access;2024

2. Using machine learning to realize genetic site screening and genomic prediction of productive traits in pigs;The FASEB Journal;2023-05-13

3. Automatic detection of Alzheimer’s disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers;Neurocomputing;2022-11

4. Role of Explainable Artificial Intelligence (XAI) in Prediction of Non-Communicable Diseases (NCDs);Advances in Medical Technologies and Clinical Practice;2022-05-20

5. A multilayer multimodal detection and prediction model based on explainable artificial intelligence for Alzheimer’s disease;Scientific Reports;2021-01-29

同舟云学术

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