Big data preprocessing: methods and prospects

Author:

García Salvador,Ramírez-Gallego Sergio,Luengo Julián,Benítez José Manuel,Herrera Francisco

Funder

Spanish Ministry of Science and Technology

Andalusian Research Plan

Publisher

Springer Science and Business Media LLC

Reference112 articles.

1. Aggarwal CC. Data Mining: The Textbook. Berlin, Germany: Springer; 2015.

2. Wu X, Zhu X, Wu GQ, Ding W. Data mining with big data. IEEE Trans Knowl Data Eng. 2014; 26(1):97–107.

3. Laney D. 3D Data Management: Controlling Data Volume, Velocity and Variety. 2001. http://blogs.gartner.com/doug-laney/files/2012/01/ad949-3D-Data-Management-Controlling-Data-Volume-Velocity-and-Variety.pdf . Accessed July 2015.

4. Fernández A, del Río S, López V, Bawakid A, del Jesús MJ, Benítez JM, et al. Big data with cloud computing: an insight on the computing environment, mapreduce, and programming frameworks. Wiley Interdisc Rew Data Min Knowl Discov. 2014; 4(5):380–409.

5. Dean J, Ghemawat S. Mapreduce: Simplified data processing on large clusters. In: OSDI 2004. San Francisco, CA: 2004. p. 137–50.

Cited by 340 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

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