{"created":"2023-05-15T11:59:48.383685+00:00","id":6405,"links":{},"metadata":{"_buckets":{"deposit":"d7ee4715-ccbe-4e21-b9db-92efb20d6323"},"_deposit":{"created_by":3,"id":"6405","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"6405"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00006405","sets":["8:24"]},"author_link":["6421"],"control_number":"6405","item_21_alternative_title_18":{"attribute_name":"その他のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"ON A METHOD TO EXTRACT RULES FROM A TABLE WITH NON-DETERMINISTIC INFORMATION: A ROUGH SETS BASED APPROACH","subitem_alternative_title_language":"en"}]},"item_21_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2002-10","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"28","bibliographicPageStart":"13","bibliographicVolumeNumber":"34","bibliographic_titles":[{"bibliographic_title":"Bulletin of Informatics and Cybernetics"}]}]},"item_21_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"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.","subitem_description_type":"Abstract"}]},"item_21_description_60":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"Journal 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of Computer Engineering, Kyushu Institute of Technology, Tobata Kitakyushu 804 Japan"}]},"item_21_text_63":{"attribute_name":"連携ID","attribute_value_mlt":[{"subitem_text_value":"8124"}]},"item_21_version_type_58":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":""}]}],"creatorNames":[{"creatorName":"Sakai, H","creatorNameLang":"en"},{"creatorName":"酒井, 浩","creatorNameLang":"ja"},{"creatorName":"サカイ, 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Non-deterministic Information: A Rough Sets based Approach"],"weko_creator_id":"3","weko_shared_id":-1},"updated":"2023-10-25T08:13:40.358921+00:00"}