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Analysis using Adaptive Tree Structured Clustering Method for Medical Data of Patients with Coronary Heart Disease
https://hiroshima.repo.nii.ac.jp/records/2000913
https://hiroshima.repo.nii.ac.jp/records/2000913adf7f222-94c6-415e-8d19-4445ad48a85c
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
11-02-SC080003.pdf (311.1 KB)
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| Item type | デフォルトアイテムタイプ_（フル）(1) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 公開日 | 2023-03-18 | |||||||||||
| タイトル | ||||||||||||
| タイトル | Analysis using Adaptive Tree Structured Clustering Method for Medical Data of Patients with Coronary Heart Disease | |||||||||||
| 言語 | en | |||||||||||
| 作成者 |
Yamaguchi, Takashi
× Yamaguchi, Takashi
× Ichimura, Takumi
× Mackin, Kenneth J.
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| アクセス権 | ||||||||||||
| アクセス権 | open access | |||||||||||
| アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||||||||
| 権利情報 | ||||||||||||
| 権利情報 | (c) Copyright by IEEE SMC Hiroshima Chapter. | |||||||||||
| 主題 | ||||||||||||
| 主題Scheme | NDC | |||||||||||
| 主題 | 500 | |||||||||||
| 内容記述 | ||||||||||||
| 内容記述 | It is known that the classification of medical data is difficult problem because the medical data has ambiguous information or missing data. As a result, the classification method that can handle ambiguous information or missing data is necessity. In this paper we proposed an adaptive tree structure clustering method in order to clarify clustering result of selforganizing feature maps. For the evaluating effectiveness of proposed clustering method for the data set with ambiguous information, we applied an adaptive tree structured clustering method for classification of coronary heart disease database. Through the computer simulation we showed that the proposed clustering method was effective for the ambiguous data set. | |||||||||||
| 言語 | en | |||||||||||
| 出版者 | ||||||||||||
| 出版者 | IEEE SMC Hiroshima Chapter | |||||||||||
| 言語 | ||||||||||||
| 言語 | eng | |||||||||||
| 資源タイプ | ||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||||||
| 資源タイプ | conference paper | |||||||||||
| 出版タイプ | ||||||||||||
| 出版タイプ | VoR | |||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
| 収録物識別子 | ||||||||||||
| 収録物識別子タイプ | ISSN | |||||||||||
| 収録物識別子 | 1883-3977 | |||||||||||
| 開始ページ | ||||||||||||
| 開始ページ | 139 | |||||||||||
| 書誌情報 |
Fourth International Workshop on Computational Intelligence & Applications Proceedings : IWCIA 2008 Fourth International Workshop on Computational Intelligence & Applications Proceedings : IWCIA 2008 p. 139-144, 発行日 2008-12 |
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| 旧ID | 25635 | |||||||||||
