On the principles of fuzzy classification

被引：24

作者：

del Amo, A ^{[1
]}

Montero, J ^{[1
]}

Cutello, T ^{[1
]}

机构：

[1] Univ Complutense, Fac Math, E-28040 Madrid, Spain

来源：

18TH INTERNATIONAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS | 1999年

关键词：

D O I：

10.1109/NAFIPS.1999.781779

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper we analyze the concept of fuzzy partition, starting from the classical key definition given by Ruspini. Our main claim is that such a definition is too restrictive, since it assumes a particular set of classes that in practice may be reached only after a long learning process. As a consequence, some principles to be taken into account in fuzzy classification methods are discussed.

引用

页码：675 / 679

页数：5

共 19 条

[1] Bezdek J. C., 1978, Fuzzy Sets and Systems, V1, P111, DOI 10.1016/0165-0114(78)90012-X
[2] BEZDEK JC, 1992, FUZZY MODELS PATTERN, P1
[3] Cutello V, 1999, INT J INTELL SYST, V14, P3, DOI 10.1002/(SICI)1098-111X(199901)14:1<3::AID-INT2>3.0.CO
[4] 2-K
[5] De Baets B, 1998, FUZZY LOGIC AND INTELLIGENT TECHNOLOGIES FOR NUCLEAR SCIENCE AND INDUSTRY, P21
[6] DELAMO A, IN PRESS INT J GEN S
[7] A GENERAL-CLASS OF FUZZY OPERATORS, THE DEMORGAN CLASS OF FUZZY OPERATORS AND FUZZINESS MEASURES INDUCED BY FUZZY OPERATORS
DOMBI, J
[J]. FUZZY SETS AND SYSTEMS, 1982, 8 (02) : 149 - 163
[8] VALUED PREFERENCE STRUCTURES
FODOR, JC
ROUBENS, M
[J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1994, 79 (02) : 277 - 286
[9] A general model for deriving preference structures from data
Montero, J
Tejada, J
Cutello, C
[J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 98 (01) : 98 - 110
[10] MONTERO J, 1986, FUZZY SETS SYSTEMS, V20, P79

← 1 2 →