| Project/Area Number |
18079002
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| Research Category |
Grant-in-Aid for Scientific Research on Priority Areas
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| Allocation Type | Single-year Grants |
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| Review Section |
Science and Engineering
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| Research Institution | Tohoku University |
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Principal Investigator |
TANAKA Kazuyuki Tohoku University, 大学院・情報科学研究科, 教授 (80217017)
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| Co-Investigator(Kenkyū-buntansha) |
本村 陽一 独立行政法人産業技術総合研究所, デジタルヒューマン研究センター, 主任研究員 (30358171)
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| Co-Investigator(Renkei-kenkyūsha) |
MOTOMACHI Yoichi 独立行政法人産業技術総合研究所, デジタルヒューマン研究センター, 主任研員 (30358171)
YASUDA Muneki 東北大学, 大学院・情報科学研究科, 助教 (20532774)
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| Project Period (FY) |
2006 – 2009
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| Project Status |
Completed (Fiscal Year 2009)
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| Budget Amount *help |
¥65,300,000 (Direct Cost: ¥65,300,000)
Fiscal Year 2009: ¥14,800,000 (Direct Cost: ¥14,800,000)
Fiscal Year 2008: ¥18,600,000 (Direct Cost: ¥18,600,000)
Fiscal Year 2007: ¥18,600,000 (Direct Cost: ¥18,600,000)
Fiscal Year 2006: ¥13,300,000 (Direct Cost: ¥13,300,000)
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| Keywords | アルゴリズム / 情報統計力学 / モデル化 / 確率的情報処理 / 統計科学 |
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| Research Abstract |
In the research project, we have achieved our goal that we construct the sophisticated methodologies for the design of statistical inference systems based on large scale random fields. The key points of our achievements are to employ some technologies in the cluster variation method in the statistical mechanics. They were not so major techniques of belief propagations in the research felids of probabilistic information processing and statistical learning theory when the present project started in 2006. Our outstanding result in our research project is to publish the book that the general methodology for modeling and designing the Bayesian networks with large scale random fields is systematized.
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