2011 Fiscal Year Final Research Report
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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| Keywords | ファジィ理論 / クラスタリングキ |
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| 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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