大数据分析的机器学习算法综述

S. Athmaja, M. Hanumanthappa, V. Kavitha
{"title":"大数据分析的机器学习算法综述","authors":"S. Athmaja, M. Hanumanthappa, V. Kavitha","doi":"10.1109/ICIIECS.2017.8276028","DOIUrl":null,"url":null,"abstract":"Big data analytics is a booming research area in computer science and many other industries all over the world. It has gained great success in vast and varied application sectors. This includes social media, economy, finance, healthcare, agriculture, etc. Several intelligent machine learning techniques were designed and used to provide big data predictive analytics solutions. A literature survey of different machine learning techniques is provided in this paper. Also a study on commonly used machine learning algorithms for big data analytics is done and presented in this paper.","PeriodicalId":215356,"journal":{"name":"2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"50","resultStr":"{\"title\":\"A survey of machine learning algorithms for big data analytics\",\"authors\":\"S. Athmaja, M. Hanumanthappa, V. Kavitha\",\"doi\":\"10.1109/ICIIECS.2017.8276028\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Big data analytics is a booming research area in computer science and many other industries all over the world. It has gained great success in vast and varied application sectors. This includes social media, economy, finance, healthcare, agriculture, etc. Several intelligent machine learning techniques were designed and used to provide big data predictive analytics solutions. A literature survey of different machine learning techniques is provided in this paper. Also a study on commonly used machine learning algorithms for big data analytics is done and presented in this paper.\",\"PeriodicalId\":215356,\"journal\":{\"name\":\"2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS)\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-03-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"50\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIIECS.2017.8276028\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIIECS.2017.8276028","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 50

摘要

大数据分析是计算机科学和世界各地许多其他行业蓬勃发展的研究领域。它在广泛而多样的应用领域取得了巨大的成功。这包括社交媒体、经济、金融、医疗保健、农业等。设计并使用了几种智能机器学习技术来提供大数据预测分析解决方案。本文对不同的机器学习技术进行了文献综述。本文还对大数据分析中常用的机器学习算法进行了研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A survey of machine learning algorithms for big data analytics
Big data analytics is a booming research area in computer science and many other industries all over the world. It has gained great success in vast and varied application sectors. This includes social media, economy, finance, healthcare, agriculture, etc. Several intelligent machine learning techniques were designed and used to provide big data predictive analytics solutions. A literature survey of different machine learning techniques is provided in this paper. Also a study on commonly used machine learning algorithms for big data analytics is done and presented in this paper.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信