SIMILARITY OF CLASSES AND FUZZY CLUSTERING

被引:17
作者
GU, T
DUBUISSON, B
机构
[1] Université de Technologie de Compiègne, U. A. CNRS 817, 60206 Compiègne
关键词
class parameter; class similarity; Fuzzy clustering; membership function; pattern recognition;
D O I
10.1016/0165-0114(90)90160-8
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Three aspects of current interest - similarity of classes, membership functions of patterns in classes and fuzzy clustering - are examined in relation to multiple measures of classes. Three data sets are studied. The results of pattern fuzziness in classes and pattern rejection from classes are obtained by a fuzzy clustering method. © 1990.
引用
收藏
页码:213 / 221
页数:9
相关论文
共 10 条
[1]  
Bereau M., 1986, Eighth International Conference on Pattern Recognition. Proceedings (Cat. No.86CH2342-4), P120
[3]  
Duda R. O., 1973, PATTERN CLASSIFICATI, V3
[4]  
Dunn J. C., 1973, Journal of Cybernetics, V3, P32, DOI 10.1080/01969727308546046
[5]   A LOOSE-PATTERN PROCESS APPROACH TO CLUSTERING FUZZY DATA SETS [J].
GU, T ;
DUBUISSON, B .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1985, 7 (03) :366-372
[6]  
GU T, 1982, SCI SINICA A, V15, P1219
[7]  
GU T, 1982, 6TH P INT C PATT REC
[8]  
KANDEL A, 1982, FUZZY TECHNIQUES PAT
[9]  
RUSPINI EH, 1980, DEC P INT C ASRC AC
[10]   PATTERN CLASSIFICATION BASED ON FUZZY RELATIONS [J].
TAMURA, S ;
HIGUCHI, S ;
TANAKA, K .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1971, SMC1 (01) :61-&