Iterative big data clustering algorithms: a review

Author:

Mohebi Amin1,Aghabozorgi Saeed1,Ying Wah Teh1,Herawan Tutut1,Yahyapour Ramin2

Affiliation:

1. Faculty of Computer Science and Information Technology; University of Malaya; Kuala Lumpur Malaysia

2. Gesellschaft fur wissenschaftliche Datenverarbeitung mbH Gottingen (GWDG); Gottingen Germany

Funder

University of Malaya High Impact Research

University of Malaya Research

Publisher

Wiley

Subject

Software

Reference77 articles.

1. Kang U Tong H Sun J Lin C-Y Faloutsos C Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD’11 2011 1091

2. YouTube statistic http://www.youtube.com/yt/press/statistics.html

3. Kim W Parallel clustering algorithms: survey CSC 8530 parallel algorithms 2009

4. Storage infrastructure behind facebook messages using HBase at scale;Aiyer;IEEE Data Engineering,2012

5. Bu Y Howe B Balazinska M Ernst MD HaLoop: efficient iterative data processing on large clusters 2010 3

Cited by 43 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. High-Performance Hybrid Algorithm for Minimum Sum-of-Squares Clustering of Infinitely Tall Data;Mathematics;2024-06-21

2. Assessment of the real‐time pattern recognition capability of machine learning algorithms;Statistical Analysis and Data Mining: The ASA Data Science Journal;2024-06

3. The Effect of Big Data Analytics on Predictive Policing: The Mediation Role of Crisis Management;Revista de Gestão Social e Ambiental;2024-05-15

4. Towards a Hierarchical Exascale Framework for Iterative Parallel Data Analysis Algorithms;2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP);2024-03-20

5. Large scale K-means clustering using GPUs;Data Mining and Knowledge Discovery;2022-10-18

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