Details

Autor(en) / Beteiligte

• Lifen Hou
• Yonghao Wang
• Xinyu Liu

Titel

An Efficient Reduction Method for Data Mining

Ist Teil von

• 2013 International Conference on Computer Sciences and Applications, 2013, p.825-828

Ort / Verlag

IEEE

Erscheinungsjahr

2013

Quelle

IEEE Xplore

Beschreibungen/Notizen

• The objective of this paper is to provide an efficient method to reduce the attributes of an incomplete decision table. By introducing a rough set-based measure into the fitness function of genetic algorithm, a new reduct method is proposed. Experiments show that the proposed method can dealing with the attribute uncertainty more accurately and get the accurate reducts in a fast time.