DocumentCode
1750608
Title
Fuzzy signatures in data mining
Author
Vámos, Tibor ; Kóczy, László T. ; Biró, György
Author_Institution
Dept. of Artificial Intelligence, Hungarian Acad. of Sci., Budapest, Hungary
fYear
2001
fDate
25-28 July 2001
Firstpage
2842
Abstract
Fuzzy signature has a special role in data mining, concerning data mixed with human estimates. The semantics of the fuzzy concept is a relevant issue of data interpretation. A software system was developed to implement these ideas and works on a rather extensive database of a two-decade neuro-developmental project. Another project initiated in the subjects of transition economy and society is ongoing. Delicate problems of sensitivity and the re-thinking of principal component and factor analysis for fuzzy data are current research issues
Keywords
data mining; fuzzy neural nets; principal component analysis; data interpretation; data mining; database; fuzzy concept; fuzzy data; fuzzy signatures; principal component and factor analysis; semantics; software system; transition economy; two-decade neuro-developmental project; Artificial intelligence; Automation; Data mining; Fuzzy sets; Humans; Software systems; Statistical distributions; Telecommunication computing; Telematics; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location
Vancouver, BC
Print_ISBN
0-7803-7078-3
Type
conf
DOI
10.1109/NAFIPS.2001.943677
Filename
943677
Link To Document