Noninvasive data analysis: a web of information granules

被引：0
|
作者：
W. Pedrycz
G. Vukovich
机构：
[1] University of Alberta,Department of Electrical and Computer Engineering
[2] Spacecraft Engineering,Canadian Space Agency
[3] Polish Academy of Sciences,Systems Research Institute
来源：
Soft Computing | 2004年 / 8卷
关键词：
Noninvasive data analysis; Information granules; Information granulation; Data mining; Linguistic modifiers;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
The study is concerned with a development of information granules and their use in data analysis. The design of information granules exploits a concept of “overshadowing” meaning that, we retain a given level of membership to a given concept unless faced with a contrary evidence. A detailed algorithm is provided and illustrated through a number of numerical studies. The idea of noninvasive data analysis is then introduced and discussed from a standpoint of a minimal level of structural dependencies to be used in the model.
引用
收藏
页码：657 / 662
页数：5
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