| Presentation | 2013-11-28 Completing Molecular Networks with Logic-Based Hypothesis Finding Yoshitaka YAMAMOTO, Koji IWANUMA, Haruka SAKAMOTO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, a systematic approach has been evolved in biology to reconstruct biological mechanisms involved in genome, protemone and metabolome into one whole system. This system is usually represented as a network, called molecular network. Along with high-throughput experimental tools, it is required to complete missing interactions in the prior network. In this paper, we address this completion problem using logic-based hypothesis finding techniques and show how it can work in real biological systems like the glucose repression model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hypothesis finding / molecular networks / completion of mising links / abduction |
| Paper # | AI2013-19 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2013/11/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Completing Molecular Networks with Logic-Based Hypothesis Finding |
| Sub Title (in English) | |
| Keyword(1) | Hypothesis finding |
| Keyword(2) | molecular networks |
| Keyword(3) | completion of mising links |
| Keyword(4) | abduction |
| 1st Author's Name | Yoshitaka YAMAMOTO |
| 1st Author's Affiliation | Department of Research Interdisciplinary, Graduate School of Medicine and Engineering, University of Yamanashi() |
| 2nd Author's Name | Koji IWANUMA |
| 2nd Author's Affiliation | Department of Research Interdisciplinary, Graduate School of Medicine and Engineering, University of Yamanashi |
| 3rd Author's Name | Haruka SAKAMOTO |
| 3rd Author's Affiliation | Department of Research Interdisciplinary, Graduate School of Medicine and Engineering, University of Yamanashi |
| Date | 2013-11-28 |
| Paper # | AI2013-19 |
| Volume (vol) | vol.113 |
| Number (no) | 332 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |