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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| Project Status |
Completed (Fiscal Year 2009)
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| Budget Amount *help |
¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2009: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2008: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
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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 / データ統合 / 遺伝子発現量 / 遺伝子ネットワーク / データマイニング / 頻出パターンマイニング / 統計的検定 / 半教師あり学習 |
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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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Report
(3 results)
Research Products
(13 results)
