A Text Processing Kohonen neural network

被引：0

作者：

Kreesuradej, W ^{[1
]}

Chutipongpattanakul, S ^{[1
]}

Kruaklai, W ^{[1
]}

机构：

[1] King Mongkuts Inst Technol Ladkrabang, Fac Informat Technol, Data Min & Data Explorat Lab, Bangkok 10520, Thailand

来源：

2003 IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN ROBOTICS AND AUTOMATION, VOLS I-III, PROCEEDINGS | 2003年

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper proposes A Text Processing Kohonen neural network. This algorithm works directly on textual information without mapping documents into some representation that has quantitative features. The input level of the proposed neural network can directly receive a qualitative value without mapping the qualitative value into numerical value. Then, based on Kohonen self organize feature maps and the concept of dissimilarity measure for symbolic objects, the proposed neural network assigns cluster labels to the objects.

引用

页码：36 / 39

页数：4

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