DocumentCode
3635560
Title
A 1-NN preclassifier for fuzzy k-NN rule
Author
A. Jozwik;L. Chmieleski;W. Cudny;M. Sklodowski
Author_Institution
Inst. of Biocybernetics & Biomed. Eng., Acad. of Sci., Warsaw, Poland
Volume
4
fYear
1996
Firstpage
234
Abstract
A two-stage classification scheme is presented. In the first stage it is decided which of the two rules, 1-NN or fuzzy k-NN, will be used in the second stage. The proposed approach leads to significant acceleration of the learning process as well as the classification phase.
Keywords
"Neural networks","Error analysis","Cybernetics","Biomedical engineering","Image processing","Acceleration","Pattern recognition","Biomedical measurements","Probability","Costs"
Publisher
ieee
Conference_Titel
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
ISSN
1051-4651
Print_ISBN
0-8186-7282-X
Type
conf
DOI
10.1109/ICPR.1996.547422
Filename
547422
Link To Document