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On a Method to Extract Rules from a Table with Non-deterministic Information: A Rough Sets based Approach
http://hdl.handle.net/10228/00007615
http://hdl.handle.net/10228/00007615eefcff0f-d736-43a4-8898-780aa715d9f1
名前 / ファイル | ライセンス | アクション |
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0286-522X_34-1-p13.pdf (1.1 MB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||
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公開日 | 2020-02-17 | |||||||||||
資源タイプ | ||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||
資源タイプ | journal article | |||||||||||
タイトル | ||||||||||||
言語 | en | |||||||||||
タイトル | On a Method to Extract Rules from a Table with Non-deterministic Information: A Rough Sets based Approach | |||||||||||
その他のタイトル | ||||||||||||
その他のタイトル | ON A METHOD TO EXTRACT RULES FROM A TABLE WITH NON-DETERMINISTIC INFORMATION: A ROUGH SETS BASED APPROACH | |||||||||||
言語 | en | |||||||||||
言語 | ||||||||||||
言語 | eng | |||||||||||
著者 |
酒井, 浩
× 酒井, 浩
WEKO
6421
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抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | Rough sets theory is now becoming a mathematical foundation of soft computing. This theory makes use of equivalence relations defined for each set of attributes in any table, and applies the concept like definability of a set, dependency among attributes, reduction of data, rule extraction, etc., to data analysis. In this paper, a problem of knowledge discovering in the form of rules from any table with non-deterministic information is discussed. At first, the rough sets based concept including rule extraction is surveyed, and this concept is extended to new one related to non-deterministic information. Then, a framework of rule extraction from tables with non-deterministic information is proposed, and some algorithms for handling such new concept are presented. Also implemented programs and a real execution of these programs are shown. | |||||||||||
書誌情報 |
Bulletin of Informatics and Cybernetics 巻 34, 号 1, p. 13-28, 発行日 2002-10 |
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出版社 | ||||||||||||
出版者 | 統計科学研究会 | |||||||||||
DOI | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | DOI | |||||||||||
関連識別子 | https://doi.org/10.5109/13506 | |||||||||||
論文ID(NAID) | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | NAID | |||||||||||
関連識別子 | 120001151159 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | PISSN | |||||||||||
収録物識別子 | 0286-522X | |||||||||||
著作権関連情報 | ||||||||||||
権利情報 | 本著作物の著作権は統計科学研究会が著作権者から委譲を受けています。 | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Rule extraction | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Rough sets | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Non-deterministic information | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Data dependency | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Possible equivalence relation | |||||||||||
出版タイプ | ||||||||||||
出版タイプ | VoR | |||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
査読の有無 | ||||||||||||
値 | yes | |||||||||||
研究者情報 | ||||||||||||
https://hyokadb02.jimu.kyutech.ac.jp/html/133_ja.html | ||||||||||||
論文ID(連携) | ||||||||||||
10022182 | ||||||||||||
連携ID | ||||||||||||
8124 | ||||||||||||
著者別名 | ||||||||||||
姓名 | Sakai, H | |||||||||||
言語 | en | |||||||||||
姓名 | 酒井, 浩 | |||||||||||
言語 | ja | |||||||||||
姓名 | サカイ, ヒロシ | |||||||||||
言語 | ja-Kana | |||||||||||
書誌レコードID | ||||||||||||
識別子タイプ | NCID | |||||||||||
関連識別子 | AA10634475 | |||||||||||
情報源 | ||||||||||||
識別子タイプ | URI | |||||||||||
関連識別子 | http://bic.math.kyushu-u.ac.jp/ | |||||||||||
関連名称 | http://bic.math.kyushu-u.ac.jp/ |