DocumentCode
3457614
Title
Improvement to the Criterion ω(x, y) in Positive Reduct of Decision Table
Author
Yan, Gao ; Weifeng, Du ; Keyun, Qin ; Fuli, Wang
Author_Institution
Coll. of Comput. Sci. & Technol., Henan Polytech. Univ., Jiaozuo
fYear
2006
fDate
20-23 Aug. 2006
Firstpage
781
Lastpage
785
Abstract
The paper makes improvement to the condition omega(x,y) which the elements in discernibility matrix introduced by Skowron satisfy. Thus we can get two advantages: the verification to the condition is simpler; the elements satisfying the condition in discernibility matrix are less. Then the complexity of computing reduct with discernibility function decreases. Such property is effective not only to manual operation but also to computer processing. The paper is organized as follows: Firstly, the starting point of the idea in this paper is presented vividly from two facets in the positive region chart; Secondly, we give the proof to the improved condition; Lastly, we illustrate the validity of the improved condition.
Keywords
decision tables; matrix algebra; rough set theory; computer processing; decision table positive reduct; discernibility function; discernibility matrix; Artificial intelligence; Computer science; Educational institutions; Information systems; Manuals; Paper technology; Relational databases; Research and development; Rough sets; Uncertainty; decision table; discernibility function; discernibility matrix; reduct;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Acquisition, 2006 IEEE International Conference on
Conference_Location
Weihai
Print_ISBN
1-4244-0528-9
Electronic_ISBN
1-4244-0529-7
Type
conf
DOI
10.1109/ICIA.2006.305829
Filename
4097762
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