TOWARDS AN AUTOMATIC CONSENSUS GENERATOR TOOL - EGAC

被引：21

作者：

TORRA, V ^{[1
]}

CORTES, U ^{[1
]}

机构：

[1] UNIV POLITECN CATALUNYA,DEPT LSI,E-08028 BARCELONA,SPAIN

来源：

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS | 1995年 / 25卷 / 05期

关键词：

D O I：

10.1109/21.376503

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Automatic knowledge acquisition for expert systems has attracted much attention recently. Several algorithms that infer concept descriptions from a given set of training examples have been developed to aid in this task, some of them elicit concepts from examples organized in data matrices. These algorithms infer from different training examples (or different matrices defined by a set of experts) slightly different concept descriptions. Herein we propose a method based on Synthesis of judgements, Fuzzy sets and Classification methods that applied to a set of data matrices builds an agreed one that synthesises the information contained in the set of matrices. The method proposed can be applied to data matrices with attributes of several types: measure and ratio quantitative attributes, and ordered and non-ordered qualitative ones.

引用

页码：888 / 894

页数：7

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