| Presentation | 2020-11-25 Data-Driven Optimal Reconstruction of Boolean Networks with Noisy Dynamics Koichi Kobayashi, Yuhu Wu, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A Boolean network is a mathematical model that the dynamics are represented by Boolean functions. In this paper, a method for reconstructing a Boolean network with noisy dynamics from data is proposed. We show that the noisy dynamics maximizing a selection probability of a given Boolean function are derived as a constant. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Boolean network / noisy dynamics / optimal reconstruction / gene regulatory network / systems biology |
| Paper # | CAS2020-25,MSS2020-17 |
| Date of Issue | 2020-11-18 (CAS, MSS) |
| Conference Information | |
| Committee | MSS / CAS / IPSJ-AL |
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| Conference Date | 2020/11/25(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shigemasa Takai(Osaka Univ.) / Yasuhiro Takashima(Univ. of Kitakyushu) |
| Vice Chair | Atsuo Ozaki(Osaka Inst. of Tech.) / Hiroki Sato(Sony LSI Design) |
| Secretary | Atsuo Ozaki(Setsunan Univ.) / Hiroki Sato(Hokkaido Univ.) / (Yamanashi Univ.) |
| Assistant | Naoki Hayashi(Osaka Univ.) / Motoi Yamaguchi(TECHNOPRO) / Yohei Nakamura(Hitachi) |
| Paper Information | |
| Registration To | Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Circuits and Systems / Special Interest Group on Algorithms |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Data-Driven Optimal Reconstruction of Boolean Networks with Noisy Dynamics |
| Sub Title (in English) | |
| Keyword(1) | Boolean network |
| Keyword(2) | noisy dynamics |
| Keyword(3) | optimal reconstruction |
| Keyword(4) | gene regulatory network |
| Keyword(5) | systems biology |
| 1st Author's Name | Koichi Kobayashi |
| 1st Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| 2nd Author's Name | Yuhu Wu |
| 2nd Author's Affiliation | Dalian University of Technology(Dalian Univ. of Tech.) |
| Date | 2020-11-25 |
| Paper # | CAS2020-25,MSS2020-17 |
| Volume (vol) | vol.120 |
| Number (no) | CAS-245,MSS-246 |
| Page | pp.pp.34-39(CAS), pp.34-39(MSS), |
| #Pages | 6 |
| Date of Issue | 2020-11-18 (CAS, MSS) |