A new unsupervised feature selection algorithm using similarity-based feature clustering
Author:
Affiliation:
1. School of Electronic and Information Engineering; Xi'an Jiaotong University; Xi'an China
2. JD AI Research; Mountain View California
Funder
National Natural Science Foundation of China
Fundamental Research Funds for the Central Universities
Publisher
Wiley
Subject
Artificial Intelligence,Computational Mathematics
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1111/coin.12192/fullpdf
Reference32 articles.
1. Using mutual information for selecting features in supervised neural net learning;Battiti;IEEE Trans Neural Networks,1994
2. Feature selection for classification;Dash;Intell Data Anal,1997
3. An introduction to variable and feature selection;Guyon;J Mach Learn Res,2003
4. Koller D Sahami M Toward Optimal Feature Selection Stanford, CA Stanford InfoLab 1996
5. Toward integrating feature selection algorithms for classification and clustering;Liu;IEEE Trans Knowl Data Eng,2005
Cited by 39 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 novel two‐phase near‐infrared and midinfrared wavelength selection framework for sample classification;Journal of Chemometrics;2024-02-17
2. The application of clustering algorithms for industrial solid ashes based on physicochemical properties;Machine Learning Applications in Industrial Solid Ash;2024
3. Hybrid modal-machine learning damage identification approach for beam-like structures;Journal of Vibration and Control;2023-10-18
4. Inter-Well Similarity Analysis as a Key Pre-Processing Step in Stratigraphy Interpretation Workflows;Day 1 Mon, October 02, 2023;2023-10-02
5. Review of feature selection approaches based on grouping of features;PeerJ;2023-07-17
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