Modal regression based greedy algorithm for robust sparse signal recovery, clustering and classification
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications
Reference38 articles.
1. For most large underdetermined systems of linear equations the minimal ℓ1-norm solution is also the sparsest solution;Donoho;Commun. Pure Applied Math.,2006
2. Group-based sparse representation for image compressive sensing reconstruction with non-convex regularization;Zha;Neurocomputing,2018
3. Robust face recognition via sparse representation;Wright;IEEE Trans. Pattern Anal. Mach. Intell.,2009
4. Greed is good: algorithmic results for sparse approximation;Tropp;IEEE Trans. Inf. Theory,2004
5. Regression shrinkage and selection via the lasso;Tibshirani;J. R. Stat. Soc., Ser. B,1996
Cited by 11 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. Robust multi-view learning via M-estimator joint sparse representation;Pattern Recognition;2024-07
2. Feedback Based Evolutionary Spiral Learning Method for Reducing Class Ambiguity;IEEE Access;2024
3. Adaptive reweighted quaternion sparse learning for data recovery and classification;Pattern Recognition;2023-10
4. Compressive Spectrum Sensing Using Sampling-Controlled Block Orthogonal Matching Pursuit;IEEE Transactions on Communications;2023-02
5. Modal-Regression-Based Broad Learning System for Robust Regression and Classification;IEEE Transactions on Neural Networks and Learning Systems;2023
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