Abstract
This article considers a method to estimate protein networks for cell cycle based on system identification in control engineering. The approach provides a new approach to estimation problems of protein networks for cell cycle in systems biology. First the considered estimation problems of protein networks are defined. Second our approach based on least-squares method is shown. Finally by applying the proposed approach in a numerical example, a protein network of 6-dimensional cell cycle systems is estimated and this network consists of some known protein network for 6-dimensional cell cycle systems.
| Original language | English |
|---|---|
| Title of host publication | Lecture Notes in Electrical Engineering |
| Pages | 321-331 |
| Number of pages | 11 |
| Volume | 83 LNEE |
| DOIs | |
| Publication status | Published - 2011 |
| Event | 4th International Conference on Sensing Technology, ICST 2010 - Leece, Italy Duration: 2010 Jun 3 → 2010 Jun 5 |
Publication series
| Name | Lecture Notes in Electrical Engineering |
|---|---|
| Volume | 83 LNEE |
| ISSN (Print) | 18761100 |
| ISSN (Electronic) | 18761119 |
Other
| Other | 4th International Conference on Sensing Technology, ICST 2010 |
|---|---|
| Country | Italy |
| City | Leece |
| Period | 10/6/3 → 10/6/5 |
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Keywords
- cell cycle
- estimation
- least squares method
- protein networks
- Systems biology
ASJC Scopus subject areas
- Industrial and Manufacturing Engineering
Cite this
A new approach to estimation of protein networks for cell cycle based on least-squares method. / Azuma, Takehito; Kurata, Masachika; Takahashi, Noriko; Adachi, Shuichi.
Lecture Notes in Electrical Engineering. Vol. 83 LNEE 2011. p. 321-331 (Lecture Notes in Electrical Engineering; Vol. 83 LNEE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - A new approach to estimation of protein networks for cell cycle based on least-squares method
AU - Azuma, Takehito
AU - Kurata, Masachika
AU - Takahashi, Noriko
AU - Adachi, Shuichi
PY - 2011
Y1 - 2011
N2 - This article considers a method to estimate protein networks for cell cycle based on system identification in control engineering. The approach provides a new approach to estimation problems of protein networks for cell cycle in systems biology. First the considered estimation problems of protein networks are defined. Second our approach based on least-squares method is shown. Finally by applying the proposed approach in a numerical example, a protein network of 6-dimensional cell cycle systems is estimated and this network consists of some known protein network for 6-dimensional cell cycle systems.
AB - This article considers a method to estimate protein networks for cell cycle based on system identification in control engineering. The approach provides a new approach to estimation problems of protein networks for cell cycle in systems biology. First the considered estimation problems of protein networks are defined. Second our approach based on least-squares method is shown. Finally by applying the proposed approach in a numerical example, a protein network of 6-dimensional cell cycle systems is estimated and this network consists of some known protein network for 6-dimensional cell cycle systems.
KW - cell cycle
KW - estimation
KW - least squares method
KW - protein networks
KW - Systems biology
UR - http://www.scopus.com/inward/record.url?scp=79551558460&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79551558460&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-17943-3_17
DO - 10.1007/978-3-642-17943-3_17
M3 - Conference contribution
SN - 9783642179426
VL - 83 LNEE
T3 - Lecture Notes in Electrical Engineering
SP - 321
EP - 331
BT - Lecture Notes in Electrical Engineering
ER -