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科技导报
| 综述 2018, 36(9): 73-83
大数据时代下数据挖掘技术的应用
全屏
刘铭, 吕丹, 安永灿
作者信息
Applications research of data mining technology in big data era
Affiliations
出版时间: 2018-05-13
doi: 10.3981/j.issn.1000-7857.2018.09.010
文章导航
大数据时代下,数据挖掘技术越来越受到人们的关注。本文介绍了数据挖掘技术的研究背景和研究现状,论述了决策树、支持向量机、神经网络等数据挖掘技术的相关算法,分析了数据挖掘技术在大数据中的相关应用及未来的发展趋势,探讨了在大数据时代数据挖掘技术面临的挑战。
大数据
/
数据挖掘
/
决策树
/
支持向量机
/
神经网络
In the era of big data, data mining technology has received more and more attention. This paper introduces the research background and status of data mining technology, followed by detailed description of its relevant algorithms such as decision tree, support vector machine, neural networks in detail. It then analyzes the data mining related applications and future development trend. Finally, it summarizes the challenges data mining technology will be faced with in the era of big data.
big data
/
data mining
/
decision tree
/
support vector machine
/
neural network
刘铭, 吕丹, 安永灿.
大数据时代下数据挖掘技术的应用.
科技导报,
2018
, 36
(9)
: 73
-83
.
DOI: 10.3981/j.issn.1000-7857.2018.09.010
LIU Ming, LÜ Dan, AN Yongcan.
Applications research of data mining technology in big data era[J].
Science & Technology Review ,
2018
, 36
(9)
: 73
-83
.
DOI: 10.3981/j.issn.1000-7857.2018.09.010
2018年第36卷第9期
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引用本文
BibTeX
文章信息
doi: 10.3981/j.issn.1000-7857.2018.09.010
接收时间:2017-12-15
首发时间:2018-05-19
出版时间:2018-05-13
收稿日期:2017-12-15
修回日期:2018-04-09
https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2018.09.010
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2种不同金属材料的力学参数
科 Family 属数 Number of genus 种数 Number of species 占总种数比例 Percentage of total species (%) 属 Genus 种数 Number of species 占总种数比例 Percentage of total species (%) 鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78 小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39 多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39 红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87 小菇属 Mycena 11 5.26 光柄菇属 Pluteus 5 2.39 红菇属 Russula 17 8.13 栓菌属 Trametes 5 2.39
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