Development of Cluster Analysis Methods by Merging Knowledge and Optimization with Inference
| Project/Area Number |
21500212
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Sensitivity informatics/Soft computing
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| Research Institution | University of Tsukuba |
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Principal Investigator |
ENDO Yasunori 筑波大学, システム情報系, 准教授 (10267396)
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| Project Period (FY) |
2009 – 2011
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| Project Status |
Completed (Fiscal Year 2011)
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| Budget Amount *help |
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2009: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
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| Keywords | ファジィ理論 / クラスタリングキ / クラスタリング / 不確実性 / 許容 / 知識 / 最適化 |
|---|
| Research Abstract |
We first formulated uncertainties included in data or human. Next, we constructed data process models by introducing the formulated uncertainties into optimization problems which are based on data processing through human inference. Third, we developed tools of data analysis, in particular, clustering algorithms for uncertain data.
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Report
(4 results)
Research Products
(87 results)
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[Journal Article] Efficient Prediction of Earthquake Damage based on Wireless Personal Area Networks2011
Author(s)
Seiji Yasunobu, Sadaaki Miyamoto, Takehisa Onisawa, Gaku Shoji, Yasunori Endo, Hajime Nobuhara, Takeshi Shibuya, Kodai Takashima, Naotsugu Yoshinaga, Hasanah Nur, Masanori Kimura, Syafiq Kamarulzaman, Kazuki Kuribayashi
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Journal Title
2011 IFSA World Congress and AFSS International Conference
Volume: (CD-ROM)
Related Report
Peer Reviewed
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