| Budget Amount *help |
¥18,070,000 (Direct Cost: ¥13,900,000、Indirect Cost: ¥4,170,000)
Fiscal Year 2009: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2008: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2007: ¥8,580,000 (Direct Cost: ¥6,600,000、Indirect Cost: ¥1,980,000)
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| Research Abstract |
The project objective is twofold. First to establish basic technologies and to develop efficient and effective machine learning/data mining methods for hard problems caused by complexly structured data, in particularly methods in the two directions : (1) kernel methods ; (2) semi-supervised learning for structured prediction. Second is to apply the developed methods for new discovery in medical bioinformatics and materials science. As the result of the project, different methods have been developed and applied to solve problems in biomedicine and materials science.
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