中国科学院沈阳自动化研究所机构知识库
Advanced  
SIA OpenIR  > 广州中国科学院沈阳自动化研究所分所  > 会议论文
题名: Application of data mining in industrial engineering
作者: Liu JH(刘继海); Xiao JC(肖金超); Zheng, Xiaoxiao; Li, Lin
作者部门: 广州中国科学院沈阳自动化研究所分所
会议名称: International Symposium on Systems and Computer Technology, ISSCT 2014
会议日期: November 15-17, 2014
会议地点: Shanghai, China
会议录: Systems and Computer Technology - Proceedings of the 2014 International Symposium on Systems and Computer Technology, ISSCT 2014
会议录出版者: Taylor & Francis Group
会议录出版地: London
出版日期: 2014
页码: 153-159
收录类别: EI
ISBN号: 9781138028722
摘要: With the rapid development of industrial production technology, it needs intelligent machine learning, patterns recognition, artificial intelligent and others, to model, classify and predict for industrial areas. However, the limitation of traditional methods becomes increasingly obvious in analyzing the complex production. Data mining, as a main part of the machine learning, can analyze the large volume, random and fuzzy data, which is also widely used in industrial engineering areas, such as quality control, fault detection and other fields. This paper reviews data mining applications in industrial production in recent 5 years, including briefly introducing the main algorithms of data mining and summarizing how to use data mining to achieve production efficiency and cost conservation in these fields. This survey aims to gain an overall profile and do help for the development in future applications.
语种: 英语
产权排序: 1
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/18504
Appears in Collections:广州中国科学院沈阳自动化研究所分所_会议论文

Files in This Item:

There are no files associated with this item.


Recommended Citation:
Liu JH,Xiao JC,Zheng, Xiaoxiao,et al. Application of data mining in industrial engineering[C]. 见:International Symposium on Systems and Computer Technology, ISSCT 2014. Shanghai, China. November 15-17, 2014.
Service
Recommend this item
Sava as my favorate item
Show this item's statistics
Export Endnote File
Google Scholar
Similar articles in Google Scholar
[刘继海]'s Articles
[肖金超]'s Articles
[Zheng, Xiaoxiao]'s Articles
CSDL cross search
Similar articles in CSDL Cross Search
[刘继海]‘s Articles
[肖金超]‘s Articles
[Zheng, Xiaoxiao]‘s Articles
Related Copyright Policies
Null
Social Bookmarking
Add to CiteULike Add to Connotea Add to Del.icio.us Add to Digg Add to Reddit
所有评论 (0)
暂无评论
 
评注功能仅针对注册用户开放,请您登录
您对该条目有什么异议,请填写以下表单,管理员会尽快联系您。
内 容:
Email:  *
单位:
验证码:   刷新
您在IR的使用过程中有什么好的想法或者建议可以反馈给我们。
标 题:
 *
内 容:
Email:  *
验证码:   刷新

Items in IR are protected by copyright, with all rights reserved, unless otherwise indicated.

 

 

Valid XHTML 1.0!
Copyright © 2007-2016  中国科学院沈阳自动化研究所 - Feedback
Powered by CSpace