2009 Fiscal Year Final Research Report
Integrative data mining for analyzing biological networks
| Project/Area Number |
20700269
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Single-year Grants |
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| Research Field |
Bioinformatics/Life informatics
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| Research Institution | Kyoto University |
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Principal Investigator |
SHIGA Motoki Kyoto University, 化学研究所, 助教 (20437263)
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| Project Period (FY) |
2008 – 2009
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| Keywords | バイオインフォマティクス / 生物ネットワーク / 遺伝子機能解析 / クラスタリング / 教師有り学習 |
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| Research Abstract |
For analyzing heterogeneous biological networks and related information sources, I developed integrative data mining methods. My developed new methods are clustering nodes on multiple networks, an annotation method of gene functions, and fast mining methods by combining frequent pattern mining and a statistical hypothesis test.
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