2013 Fiscal Year Final Research Report
A study on optimizing graphs for machine learning algorithms
| Project/Area Number |
24800036
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| Research Category |
Grant-in-Aid for Research Activity Start-up
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| Allocation Type | Single-year Grants |
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| Research Field |
Intelligent informatics
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| Research Institution | Kyoto University |
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Principal Investigator |
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| Project Period (FY) |
2012-08-31 – 2014-03-31
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| Keywords | 機械学習 / グラフ / バイオインフォマティクス |
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| Research Abstract |
A variety types of network data have been attracted wide attention, such as protein interaction network in biology and link relationships in social networks. This research has studied statistical algorithms to analyze these network data, which can be represented as ``graph'', and developed highly accurate methods for prediction problem on graphs compared to existing approaches.
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