An incremental attribute reduction approach with concept lattice for ALDD

Hong Chun Yuan*, Yan Hua Wang, De Xing Wang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

As an effective tool for knowledge discovery, concept lattice has been successfully applied to various fields. One of the key problems of knowledge discovery is knowledge reduction. The existing work on attribute reduction has not focused on aquatic lives disease diagnosis (ALDD). This paper describes an improved incremental approach of attribute reduction in concept lattice for ALDD. Firstly, the main definition of the concept lattice is introduced. Secondly, the attributes within the framework of equivalence classes are discussed. Finally, the incremental algorithm of attribute reduction in concept lattice for ALDD is presented. Based on the algorithm, we can easily diagnose the aquatic lives diseases. The examples results validate the effectiveness of approach.

源语言英语
主期刊名2010 International Conference on Intelligent Computation Technology and Automation, ICICTA 2010
607-610
页数4
DOI
出版状态已出版 - 2010
已对外发布
活动2010 International Conference on Intelligent Computation Technology and Automation, ICICTA 2010 - Changsha, 中国
期限: 11 5月 201012 5月 2010

出版系列

姓名2010 International Conference on Intelligent Computation Technology and Automation, ICICTA 2010
1

会议

会议2010 International Conference on Intelligent Computation Technology and Automation, ICICTA 2010
国家/地区中国
Changsha
时期11/05/1012/05/10

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引用此

Yuan, H. C., Wang, Y. H., & Wang, D. X. (2010). An incremental attribute reduction approach with concept lattice for ALDD. 在 2010 International Conference on Intelligent Computation Technology and Automation, ICICTA 2010 (页码 607-610). 文章 5523016 (2010 International Conference on Intelligent Computation Technology and Automation, ICICTA 2010; 卷 1). https://doi.org/10.1109/ICICTA.2010.844