Type 2 fuzzy sets and neuro-fuzzy clustering of radiographic tibia images

被引：0
|
作者：
John, RI [1 ]
Innocent, PR [1 ]
Barnes, MR [1 ]
机构：
[1] De Montfort Univ, Leicester LE1 9BH, Leics, England
来源：
1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2 | 1998年
关键词：
type 2 fuzzy sets; neural networks; FuzzyART; clustering; image analysis; tibia stress fractures;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper is concerned with pre-processing of data for submission to neural networks. In particular the use of type 2 fuzzy sets to assist in this process is discussed and the results of using type 2 sets with FuzzyART is presented for clustering of radiographic tibia images. These results indicate that the approach out performs a type I approach, for certain tibia problems, and that the type 2 solution assisted the expert in analysing a set of images that he was unable to classify originally.
引用
收藏
页码：1373 / 1376
页数：4
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