{"created":"2023-06-20T12:59:59.248713+00:00","id":4057,"links":{},"metadata":{"_buckets":{"deposit":"c8166ac5-b3da-4122-83cb-e8d36c14a0cb"},"_deposit":{"created_by":2,"id":"4057","owners":[2],"pid":{"revision_id":0,"type":"depid","value":"4057"},"status":"published"},"_oai":{"id":"oai:fun.repo.nii.ac.jp:00004057","sets":["22:28","25:81:101"]},"author_link":["7293","7295","95","7294"],"item_5_biblio_info_5":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2008","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"13","bibliographicPageStart":"1","bibliographicVolumeNumber":"95","bibliographic_titles":[{"bibliographic_title":"Journal of Physics: Conference Series"}]}]},"item_5_description_3":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"多値判別を行うための方法として，計算量削減のために複数の2値判別器を組み合わせて判別を行う方法がしばしば用いられる．本論文では近年提案された，誤り訂正符号に基づく2値判別器統合のための2つのアプローチを概説し，マイクロアレイデータに基づく癌診断などのバイオインフォマティクスデータへの応用を行なっている．一つ目のアプローチでは各2値判別器の重みを判別性能に応じて最適化することで高精度な判別を実現している．二つ目のアプローチでは2値判別器の誤りをビット反転エラーと捉えモデル化することで多値ラベルをベイズ推定する方法である","subitem_description_type":"Abstract"}]},"item_5_select_10":{"attribute_name":"単著共著","attribute_value_mlt":[{"subitem_select_item":"共著/joint"}]},"item_5_select_8":{"attribute_name":"査読有無","attribute_value_mlt":[{"subitem_select_item":"あり/yes"}]},"item_5_select_9":{"attribute_name":"研究業績種別","attribute_value_mlt":[{"subitem_select_item":"原著論文/Original Paper"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"metadata only access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_14cb"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Naoto, Yukinawa"}],"nameIdentifiers":[{"nameIdentifier":"7293","nameIdentifierScheme":"WEKO"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"竹之内, 高志","creatorNameLang":"ja"}],"familyNames":[{"familyName":"竹之内","familyNameLang":"ja"}],"givenNames":[{"givenName":"高志","givenNameLang":"ja"}],"nameIdentifiers":[{"nameIdentifier":"95","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"50403340","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://kaken.nii.ac.jp/ja/search/?qm=50403340"}]},{"creatorNames":[{"creatorName":"Oba, Shigeyuki"}],"nameIdentifiers":[{"nameIdentifier":"7294","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Ishii, Shin"}],"nameIdentifiers":[{"nameIdentifier":"7295","nameIdentifierScheme":"WEKO"}]}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Combining multiple decisions: applications to bioinformatics","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Combining multiple decisions: applications to bioinformatics"}]},"item_type_id":"5","owner":"2","path":["28","101"],"pubdate":{"attribute_name":"公開日","attribute_value":"2013-04-15"},"publish_date":"2013-04-15","publish_status":"0","recid":"4057","relation_version_is_last":true,"title":["Combining multiple decisions: applications to bioinformatics"],"weko_creator_id":"2","weko_shared_id":-1},"updated":"2025-02-07T05:09:10.939189+00:00"}