Feature selection techniques in the context of big data: taxonomy and analysis
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
https://link.springer.com/content/pdf/10.1007/s10489-021-03118-3.pdf
Reference233 articles.
1. Wu X, Zhu X, Wu GQ, Ding W (2013) Data mining with big data. IEEE Trans Knowl Data Eng 26(1):97–107
2. Sivarajah U, Kamal MM, Irani Z, Weerakkody V (2017) Critical analysis of Big Data challenges and analytical methods. J Bus Res 70:263–286
3. Lakshmipadmaja D, Vishnuvardhan B (2018) Classification performance improvement using random subset feature selection algorithm for data mining. Big Data Res 12:1–12
4. Patra BK, Nandi S (2015) Effective data summarization for hierarchical clustering in large datasets. Knowl Inf Syst 42(1):1–20
5. Hoi SC, Wang J, Zhao P, Jin R (2012) Online feature selection for mining big data. In Proceedings of the 1st international workshop on big data, streams and heterogeneous source mining: Algorithms, systems, programming models and applications (pp. 93-100)
Cited by 25 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. Mutually Adaptable Learning;IEEE Transactions on Emerging Topics in Computational Intelligence;2024-02
2. Lung cancer survival prognosis using a two-stage modeling approach;Multimedia Tools and Applications;2024-01-31
3. Introduction of AI-based sales forecasting: how to drive digital transformation in food and beverage outlets;Discover Artificial Intelligence;2024-01-04
4. Experimental Study of the Instance Sampling Effect on Feature Subset Selection Using Permutational-Based Differential Evolution;Advances in Computational Intelligence. MICAI 2023 International Workshops;2024
5. High-precision prediction of blood glucose concentration utilizing Fourier transform Raman spectroscopy and an ensemble machine learning algorithm;Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy;2023-12
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