{"created":"2023-05-15T10:00:49.605533+00:00","id":5248,"links":{},"metadata":{"_buckets":{"deposit":"de54a9a1-d484-4a79-a7c4-4ff0d6e44eb6"},"_deposit":{"created_by":5,"id":"5248","owner":"5","owners":[5],"pid":{"revision_id":0,"type":"depid","value":"5248"},"status":"published"},"_oai":{"id":"oai:miyazaki-u.repo.nii.ac.jp:00005248","sets":["73","73:36","73:36:330","73:36:330:327"]},"author_link":["11805","28435","12201","28438"],"item_10002_alternative_title_1":{"attribute_name":"その他（別言語等）のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"SVM ト ニュー ラ ル ネットワーク オ モチイ タ テガキ スウジ ノ 3 ダンカイ ニンシキ ノット","subitem_alternative_title_language":"ja-Kana"}]},"item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2017-07-31","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"302","bibliographicPageStart":"299","bibliographicVolumeNumber":"46","bibliographic_titles":[{"bibliographic_title":"宮崎大学工学部紀要","bibliographic_titleLang":"ja"},{"bibliographic_title":"Memoirs of Faculty of Engineering, University of Miyazaki","bibliographic_titleLang":"en"}]}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"Handwritten mathematical expression recognition is one of the research fields of handwritten character recognition. Recognition of handwritten mathematical expressions also attracrts attention from the viewpoint of education, and applications that help students whose weak subject are mathematics have also been developed in recent years. In this paper, we focus on handwritten digits recognition. We propose three-step recognition method that consists of support vector machine, artificial neural network and the reevaluation of those results. Experimental results showed that our method achieved 93.4% accuracy for handwritten digit images.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"宮崎大学工学部","subitem_publisher_language":"ja"},{"subitem_publisher":"Faculty of Engineering, University of Miyazaki","subitem_publisher_language":"en"}]},"item_10002_source_id_11":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA00732558","subitem_source_identifier_type":"NCID"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"05404924","subitem_source_identifier_type":"ISSN"}]},"item_10002_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":"山森, 一人","creatorNameLang":"ja"},{"creatorName":"ヤマモリ, クニヒト","creatorNameLang":"ja-Kana"},{"creatorName":"Yamamori, Kunihito","creatorNameLang":"en"}],"nameIdentifiers":[{},{}]},{"creatorNames":[{"creatorName":"井野, 誠也","creatorNameLang":"ja"},{"creatorName":"イノ, セイヤ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"相川, 勝","creatorNameLang":"ja"},{"creatorName":"アイカワ, マサル","creatorNameLang":"ja-Kana"},{"creatorName":"Aikawa, Masaru","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Ino, Seiya","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2020-06-21"}],"displaytype":"detail","filename":"p299.pdf","filesize":[{"value":"1.3 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"本文","url":"https://miyazaki-u.repo.nii.ac.jp/record/5248/files/p299.pdf"},"version_id":"96720589-df11-4022-97ae-143371219bc2"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Support vector machine, Neural network, Image regognition, Handwritten digits","subitem_subject_language":"en","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":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"SVM とニューラルネットワークを用いた手書き数字の 3 段階認識法","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"SVM とニューラルネットワークを用いた手書き数字の 3 段階認識法","subitem_title_language":"ja"},{"subitem_title":"Three-step Recognition Method for Handwritten Digits Using SVM and Neural Network","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"5","path":["73","36","330","327"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2020-06-21"},"publish_date":"2020-06-21","publish_status":"0","recid":"5248","relation_version_is_last":true,"title":["SVM とニューラルネットワークを用いた手書き数字の 3 段階認識法"],"weko_creator_id":"5","weko_shared_id":2},"updated":"2023-07-30T05:57:58.241529+00:00"}