{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00211759","sets":["1164:2735:10526:10613"]},"path":["10613"],"owner":"44499","recid":"211759","title":["シングルセル遺伝子発現プロファイル解析へのテンソル分解を用いた教師なし学習による変数選択法の応用"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-06-21"},"_buckets":{"deposit":"5c452e64-e17f-48e8-98f9-c3ae128f857a"},"_deposit":{"id":"211759","pid":{"type":"depid","value":"211759","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"シングルセル遺伝子発現プロファイル解析へのテンソル分解を用いた教師なし学習による変数選択法の応用","author_link":["538603","538604"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"シングルセル遺伝子発現プロファイル解析へのテンソル分解を用いた教師なし学習による変数選択法の応用"},{"subitem_title":"Application of tensor decomposition based unsupervised feature extraction to single cell gene expression profile analysis","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"バイオ情報学 (2)","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2021-06-21","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"中央大学"},{"subitem_text_value":"キング・アブドゥルアズィーズ大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Chuo University","subitem_text_language":"en"},{"subitem_text_value":"King Abdulaziz University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/211759/files/IPSJ-MPS21133025.pdf","label":"IPSJ-MPS21133025.pdf"},"date":[{"dateType":"Available","dateValue":"2023-06-21"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-MPS21133025.pdf","filesize":[{"value":"1.0 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"17"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"879b6654-1603-4f9f-8a44-024165871a8e","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"田口, 善弘"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"ターキー, ターキー"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10505667","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8833","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"シングルセルの遺伝子発現プロファイル解析は分子生物学の重要な研究手段となっているが,その研究を行うことはなかなか難しい状況になっている.特に細胞ごとのラベル情報が不足しているため,従来の教師あり学習をそのまま適用することが難しい.本研究ではテンソル分解を用いた教師なし学習による変数選択法を用いてヒトとマウスの中脳の発生過程の一細胞遺伝子発現プロファイルの統合解析を目指す.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"5","bibliographic_titles":[{"bibliographic_title":"研究報告数理モデル化と問題解決(MPS)"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2021-06-21","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"25","bibliographicVolumeNumber":"2021-MPS-133"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:12:53.751600+00:00","updated":"2025-01-19T17:41:28.638079+00:00","id":211759}