{"created":"2025-01-19T01:36:49.426240+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00234923","sets":["1164:2735:11468:11669"]},"path":["11669"],"owner":"44499","recid":"234923","title":["Identification of Dihydrouridine RNA modification sites through stacking strategy"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-06-13"},"_buckets":{"deposit":"e2085466-9a85-40e5-9780-ff6785dbc6c9"},"_deposit":{"id":"234923","pid":{"type":"depid","value":"234923","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"Identification of Dihydrouridine RNA modification sites through stacking strategy","author_link":["641137","641136","641139","641138"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Identification of Dihydrouridine RNA modification sites through stacking strategy"},{"subitem_title":"Identification of Dihydrouridine RNA modification sites through stacking strategy","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":"2024-06-13","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Department of Bioscience and Bioinformatics, Kyushu Institute of Technology"},{"subitem_text_value":"Department of Bioscience and Bioinformatics, Kyushu Institute of Technology"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Department of Bioscience and Bioinformatics, Kyushu Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Department of Bioscience and Bioinformatics, Kyushu Institute of Technology","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"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/234923/files/IPSJ-MPS24148036.pdf","label":"IPSJ-MPS24148036.pdf"},"date":[{"dateType":"Available","dateValue":"2026-06-13"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-MPS24148036.pdf","filesize":[{"value":"532.6 kB"}],"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":"d94e32e3-213e-4acf-824f-804e1c97b228","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Md., Harun-Or-Roshid"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hiroyuki, Kurata"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Md., Harun-Or-Roshid","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hiroyuki, Kurata","creatorNameLang":"en"}],"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":"Dihydrouridine (DHU, D) is a prevalent post-transcriptional modification in tRNA, mRNA, and snoRNA, linked to disease and biological processes in eukaryotes. Identifying D sites is crucial but experimental methods are costly and slow. To address this, we developed a computational tool that enhances prediction performance by integrating 66 baseline models through ensemble learning, named Stack-DHUpred. These models combine six machine-learning classifiers with eleven feature encoding methods. The best-performing combinations were used to construct the final stacked model. In tests, Stack-DHUpred surpassed existing predictors on the independent dataset, proving the efficacy of our stacking approach in accelerating the discovery and understanding of D modifications in post-transcriptional regulation.","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Dihydrouridine (DHU, D) is a prevalent post-transcriptional modification in tRNA, mRNA, and snoRNA, linked to disease and biological processes in eukaryotes. Identifying D sites is crucial but experimental methods are costly and slow. To address this, we developed a computational tool that enhances prediction performance by integrating 66 baseline models through ensemble learning, named Stack-DHUpred. These models combine six machine-learning classifiers with eleven feature encoding methods. The best-performing combinations were used to construct the final stacked model. In tests, Stack-DHUpred surpassed existing predictors on the independent dataset, proving the efficacy of our stacking approach in accelerating the discovery and understanding of D modifications in post-transcriptional regulation.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"2","bibliographic_titles":[{"bibliographic_title":"研究報告数理モデル化と問題解決（MPS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-06-13","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"36","bibliographicVolumeNumber":"2024-MPS-148"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":234923,"updated":"2025-01-19T09:40:11.164245+00:00","links":{}}