Application of Multidimensional Data Visualization in Creation of Pattern Recognition Systems

被引：12
|
作者：
Jamroz, Dariusz [1 ]
机构：
[1] AGH Univ Sci & Technol, PL-30059 Krakow, Poland
来源：
MAN-MACHINE INTERACTIONS 3 | 2014年 / 242卷
关键词：
multidimensional visualization; pattern recognition; NEURAL-NETWORKS;
D O I：
10.1007/978-3-319-02309-0_48
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper presents the application of multidimensional data visualization to obtain the views of 5-dimensional space of features created by recognition of printed characters. On the basis of these views it was stated that the features chosen to construction of features space are sufficient to correct recognition process. This is the significant help by constructing the recognition systems because the correct selection of objects properties on the basis of which the recognition should occur is one of the hardest stages.
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页码：443 / 450
页数：8
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