{"id":234863,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00234863","sets":["1164:5352:11553:11625"]},"path":["11625"],"owner":"44499","recid":"234863","title":["Identification of Dihydrouridine RNA modification sites through stacking strategy"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-06-13"},"_buckets":{"deposit":"508a6340-cfb5-46f2-85e8-e0e0a423df0b"},"_deposit":{"id":"234863","pid":{"type":"depid","value":"234863","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"Identification of Dihydrouridine RNA modification sites through stacking strategy","author_link":["640799","640797","640798","640800"],"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/234863/files/IPSJ-BIO24078036.pdf","label":"IPSJ-BIO24078036.pdf"},"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-BIO24078036.pdf","filesize":[{"value":"532.6 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"41"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_login","version_id":"c7db8482-21dd-401d-96f5-95f7a42db098","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Institute of Electronics, Information and Communication Engineers This SIG report is only available to those in membership of the SIG."}]},"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":"AA12055912","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":"2188-8590","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":"研究報告バイオ情報学（BIO）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-06-13","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"36","bibliographicVolumeNumber":"2024-BIO-78"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T09:41:19.416847+00:00","created":"2025-01-19T01:36:43.747480+00:00","links":{}}