Title :
S-rough sets and its applications in diagnosis-recognition for disease
Author_Institution :
Sch. of Math. & Syst. Sci., Shandong Univ., China
Abstract :
The paper presents the concepts of the elementary transfer, S-set (Singular set) on the universe of discourse U; using the two concepts, and presents S-rough set (Singular rough set), and gives its mathematical structures and characteristics. The paper also presents the applied background of S-rough set existence and applied examples in diagnosis-recognition for the diseases. The research given by the paper shows: S-rough set and rough set are two kinds of different rough sets, and they have different applied fields and mathematical characteristics. S-rough set is a new theory to analyze the rough characteristic of the system.
Keywords :
diseases; patient diagnosis; pattern recognition; rough set theory; S-rough sets; disease diagnosis-recognition; singular rough set; Cybernetics; Diseases; Mathematics; Rough sets;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1176707