インタラクティブGrowing Hierarchical SOMの提案とインタフェースシステムの開発

URI http://harp.lib.hiroshima-u.ac.jp/pu-hiroshima/metadata/8764
File
Title
インタラクティブGrowing Hierarchical SOMの提案とインタフェースシステムの開発
Author
氏名 市村 匠
ヨミ イチムラ タクミ
別名 Ichimura Takumi
氏名 鎌田 真
ヨミ カマダ シン
別名 kamada Shin
Abstract

Self Organizing Map is trained using unsupervised learning to produce a two dimensional discretized representation of input space of the training cases. Growing Hierarchical SOM is an architecture which grows both in a hierarchical representation for the structure of data distribution, and in a horizontal representation for the size of each individual maps. The control method of the growing degree of GHSOM was proposed by pruning off the redundant branch of its hierarchy. In this paper, the interface tool for the proposed method called interactive GHSOM is developed. We discuss the computational results of Iris data by using the developed tool.

Description

開催日:平成23年7月9日 会場:広島市立大学

Journal Title
2011 IEEE SMC Hiroshima Chapter 若手研究会講演論文集
Spage
31
Epage
34
Published Date
2011
Publisher
IEEE SMC Hiroshima Chapter 
Language
jpn
NIIType
Conference Paper
Text Version
出版社版
Old URI
Set
pu-hiroshima