CSpace
一种基于属性序的决策规则挖掘算法
Alternative TitleA decision rules mining algorithm based on attribute order
官礼和1; 王国胤2,3; 胡峰1,3
2012
Abstract

针对面向领域用户的决策规则挖掘问题,用属性序描述领域用户的需求和兴趣,模拟人脑分辨事物的过程,提出了一种属性序下的分层递阶决策规则挖掘算法。该算法在给定属性序下输出的决策规则集不仅具有唯一性,且对任意待识别样本不会作出矛盾的决策。实例和仿真实验结果表明了算法的有效性和可行性。

Source Publication控制与决策
ISSN1001-0920
Other Abstract

For a decision rules mining problem of user's requirements, the attribute order is used as the description of user's requirements, and a hierarchical algorithm of decision rules mining based on the attribute order is proposed. For a given attribute order, the set of decision rules not only is unique, but also the inconsistent decision can not be done for any new object. Simulation experimental results show the effectiveness and feasibility of the algorithm.

Volume27Issue:2Pages:313-316
Indexed ByCSCD
CSCD IDCSCD:4453076
Language中文
Citation statistics
Document Type期刊论文
Identifierhttp://124.16.212.251/handle/2HOD01W0/5121
Collection中国科学院重庆绿色智能技术研究院
Affiliation1.西南交通大学信息科学与技术学院;
2.中国科学院重庆绿色智能技术研究院电子信息技术研究所;
3.重庆邮电大学计算智能重庆市重点实验室
Recommended Citation
GB/T 7714
官礼和,王国胤,胡峰. 一种基于属性序的决策规则挖掘算法[J]. 控制与决策,2012,27(2):313-316.
APA 官礼和,王国胤,&胡峰.(2012).一种基于属性序的决策规则挖掘算法.控制与决策,27(2),313-316.
MLA 官礼和,et al."一种基于属性序的决策规则挖掘算法".控制与决策 27.2(2012):313-316.
Files in This Item:
File Name/Size DocType Version Access License
一种基于属性序的决策规则挖掘算法.pdf(284KB)期刊论文出版稿开放获取CC BY-NC-SAView Application Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[官礼和]'s Articles
[王国胤]'s Articles
[胡峰]'s Articles
Baidu academic
Similar articles in Baidu academic
[官礼和]'s Articles
[王国胤]'s Articles
[胡峰]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[官礼和]'s Articles
[王国胤]'s Articles
[胡峰]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: 一种基于属性序的决策规则挖掘算法.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

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