A Fuzzy Rough Communication Model and its Properties

Author

Liu, Ji-qin

Author_Institution

Shandong Finance Inst., Jinan

Volume

7

fYear

2007

fDate

19-22 Aug. 2007

Firstpage

3699

Lastpage

3703

Abstract

More accurate information is required in the process of information communication, and the communicated concept is a fuzzy set, according to the above situations, this paper proposes a new fuzzy rough communication model using rough fuzzy sets. It investigates its properties, analyzes relationships between knowledge and fuzzy information invariability, knowledge and fuzzy information loss, and obtains a fuzzy rough communication information invariability theorem and a fuzzy rough communication information loss theorem. The model can be applied in risk investment management system, medical diagnosis system, and criminal detection system, etc.

Keywords

fuzzy set theory; information theory; rough set theory; criminal detection system; fuzzy set theory; information communication process; medical diagnosis system; risk investment management system; rough set theory; Cybernetics; Electronic mail; Finance; Fuzzy sets; Fuzzy systems; Machine learning; Mathematical model; Mathematics; Rough sets; Statistics; Fuzzy information loss; Fuzzy set; Lower approximation fuzzy rough communication; Rough fuzzy sets;

fLanguage

English

Publisher

ieee

Conference_Titel

Machine Learning and Cybernetics, 2007 International Conference on

Conference_Location

Hong Kong

Print_ISBN

978-1-4244-0973-0

Electronic_ISBN

978-1-4244-0973-0

Type

conf

DOI

10.1109/ICMLC.2007.4370790

Filename

4370790