{"created":"2023-07-25T10:24:11.493905+00:00","id":1496,"links":{},"metadata":{"_buckets":{"deposit":"010b5267-178a-4fe8-b189-fe18dc123462"},"_deposit":{"created_by":1,"id":"1496","owners":[1],"pid":{"revision_id":0,"type":"depid","value":"1496"},"status":"published"},"_oai":{"id":"oai:hiroshima-cu.repo.nii.ac.jp:00001496","sets":["52:303:304"]},"author_link":["5634","5631","5635","5636","5632","5637","5633","5630"],"item_10003_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2007-10","bibliographicIssueDateType":"Issued"},"bibliographicPageStart":"239","bibliographicVolumeNumber":"58","bibliographic_titles":[{"bibliographic_title":"電気・情報関連学会中国支部連合大会講演論文集"}]}]},"item_10003_description_19":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_10003_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"適応共鳴理論を応用した2種類の分類規則学習手法,ARTMAPEDおよびARTMAPAWを提案する.ARTMAPEDはユークリッド距離に基づいたクラスタリングによって分類規則を学習する手法であり,分類規則の汎化としてカテゴリ統合手法が実装されている.ARTMAPAWは各属性の重要性を考慮できるようにARTMAPEDを改良した手法である.属性の重要性は分類規則の汎化と特殊化によって更新される.最後に提案手法,C4.5による実験結果を提示し,ARTMAPAWは他の手法よりも分類の精度が高く,かつ規則数の少ない分類学習が行えることを示す.","subitem_description_type":"Abstract"}]},"item_10003_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"電気・情報関連学会中国支部"}]},"item_10003_version_type_20":{"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":[{"creatorNames":[{"creatorName":"那須, 曜"},{"creatorName":"ナス, ヨウ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"5630","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"上田, 祐彰"},{"creatorName":"ウエダ, ヒロアキ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"5631","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"高橋, 健一"},{"creatorName":"タカハシ, ケンイチ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"5632","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"宮原, 哲浩"},{"creatorName":"ミヤハラ, テツヒロ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"5633","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"NASU, You","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"5634","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"UEDA, Hiroaki","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"5635","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"TAKAHASHI, Kenichi","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"5636","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"MIYAHARA, Tetsuhiro","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"5637","nameIdentifierScheme":"WEKO"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2023-03-02"}],"displaytype":"detail","filename":"p239_0801-1.pdf","filesize":[{"value":"113.5 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"p239_0801-1.pdf","url":"https://hiroshima-cu.repo.nii.ac.jp/record/1496/files/p239_0801-1.pdf"},"version_id":"9652c83b-8aec-44f4-9b2b-a826a6536ec7"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"分類","subitem_subject_scheme":"Other"},{"subitem_subject":"適応共鳴理論","subitem_subject_scheme":"Other"},{"subitem_subject":"マッチトラッキング","subitem_subject_scheme":"Other"},{"subitem_subject":"カテゴリ統合","subitem_subject_scheme":"Other"},{"subitem_subject":"属性","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"conference paper","resourceuri":"http://purl.org/coar/resource_type/c_5794"}]},"item_title":"属性の重要度を考慮した適応共鳴理論に基づく分類規則の学習","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"属性の重要度を考慮した適応共鳴理論に基づく分類規則の学習"}]},"item_type_id":"10003","owner":"1","path":["304"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-03-02"},"publish_date":"2023-03-02","publish_status":"0","recid":"1496","relation_version_is_last":true,"title":["属性の重要度を考慮した適応共鳴理論に基づく分類規則の学習"],"weko_creator_id":"1","weko_shared_id":1},"updated":"2023-07-25T10:35:15.794060+00:00"}