Simultaneous classification and relevant feature identification in high-dimensional spaces: application to molecular profiling data

Author:

Bhattacharyya C.,Grate L.R.,Rizki A.,Radisky D.,Molina F.J.,Jordan M.I.,Bissell M.J.,Mian I.S.

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Signal Processing,Software,Control and Systems Engineering

Reference42 articles.

1. Gastrointestinal Stromal Tumors with KIT mutations exhibit a remarkably homogeneous gene expression profile;Allander;Cancer Res.,2001

2. Gapped BLAST and PSI-BLAST;Altschul;Nucleic Acids Res.,1997

3. Support Vector Machines;Bennett;SIGKDD Explorations,2000

4. K. Bennett, A. Demiriz, Semi-supervised support vector machines, in: Neural and Information Processing Systems, Vol. 11, MIT Press, Cambridge, MA, 1999, pp. 368–374.

5. D. Bertsimas, J. Sethuraman, Moment problems and semidefinite optimization, in: Handbook of Semidefinite Optimization, Kluwer Academic Publishers, Dodrecht, 2000, pp. 469–509.

Cited by 42 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. Intelligent Computing Approach in Gene Evaluation for Carcinogenic Disease Detection;Computational Intelligence Methods and Applications;2024

2. Accelerating Support Vector Machines For Remote Platforms By Increasing Sparsity;2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS);2022-09-13

3. MGRFE: Multilayer Recursive Feature Elimination Based on an Embedded Genetic Algorithm for Cancer Classification;IEEE/ACM Transactions on Computational Biology and Bioinformatics;2021-03-01

4. Constraining classifiers in molecular analysis: invariance and robustness;Journal of The Royal Society Interface;2020-02

5. Feature selection with multi-view data: A survey;Information Fusion;2019-10

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