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Consideration on prediction of debacle points for robustness of biological pathway

大島商船高等専門学校紀要 Volume 40 Page 1-7
published_at 2007-12
OS10040000001.pdf
[fulltext] 476 KB
Title
生命パスウェイの脆弱部位推定の一考察
Consideration on prediction of debacle points for robustness of biological pathway
Creators Kitakaze Hironori
Creators Nakatsuka Hiroki
Creators Matsuno Hiroshi
Creators Miyano Satoru
Source Identifiers
Creator Keywords
hybrid functional Petri net recurrent neural networks biological pathways
The aim of our study group is developing the software Cell Illustrator, by using hybrid functional Petri net as its basic architecture, which can be used in modeling and simulation of life development. To use this tool to estimate the debacle points of biological pathways, it is necessary to stop the considerable reaction paths by many sequential manual procedures so that it needs a huge amount of time. In order to solve this problem, we have been developing a system to modificate the HFPN into RNN. However, it still produces a low prediction rate. It was because we did not take into account the three kinds of arc of HFPN when modificating it into RNN. In this paper we report the examination we made after taking into consideration the three arcs which were introduced in the model to reform the RNN.
Languages jpn
Resource Type departmental bulletin paper
Publishers 大島商船高等専門学校
Date Issued 2007-12
File Version Version of Record
Access Rights open access
Relations
[ISSN]0387-9232
[NCID]AN00031668