Presentation 2004/9/6
Estimation of Interaction in a Gene Network using Expression Times
Hideki NAKAYAMA, Hiroto TANAKA, Toshimitsu USHIO,
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Abstract(in English) In this report, we consider a continuous-time switching network, which is one of gene network models. In this model, Ichinose and Aihara proposed a method for estimating interaction parameters among genes by using a specified gene expression pattern sequence. However, if duration time of each gene expression pattern in the specified sequence can be taken into consideration, more exact estimation will be possible. Therefore, in this report, we will propose a new method for estimating the interaction parameters by using a specified gene expression sequence and the duration time, and show an example.
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Keyword(in English) gene networks / continuous-time switching networks / estimation of interaction / expression times / linear programming
Paper # CAS200421,NLP2004-33
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Committee CAS
Conference Date 2004/9/6(1days)
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Registration To Circuits and Systems (CAS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Estimation of Interaction in a Gene Network using Expression Times
Sub Title (in English)
Keyword(1) gene networks
Keyword(2) continuous-time switching networks
Keyword(3) estimation of interaction
Keyword(4) expression times
Keyword(5) linear programming
1st Author's Name Hideki NAKAYAMA
1st Author's Affiliation Graduate School of Engineering Science, Osaka University()
2nd Author's Name Hiroto TANAKA
2nd Author's Affiliation Graduate School of Engineering Science, Osaka University
3rd Author's Name Toshimitsu USHIO
3rd Author's Affiliation Graduate School of Engineering Science, Osaka University
Date 2004/9/6
Paper # CAS200421,NLP2004-33
Volume (vol) vol.104
Number (no) 292
Page pp.pp.-
#Pages 4
Date of Issue