{"created":"2023-05-15T16:41:52.183917+00:00","id":16653,"links":{},"metadata":{"_buckets":{"deposit":"16e6c562-4a8f-490e-bb1d-c4fc14914178"},"_deposit":{"created_by":2,"id":"16653","owners":[2],"pid":{"revision_id":0,"type":"depid","value":"16653"},"status":"published"},"_oai":{"id":"oai:nagasaki-u.repo.nii.ac.jp:00016653","sets":["14:21"]},"author_link":["63886","63887","63888","63885"],"item_2_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2009","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"264","bibliographicPageStart":"253","bibliographicVolumeNumber":"5678","bibliographic_titles":[{"bibliographic_title":"Lecture Notes in Computer Science"}]}]},"item_2_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"This paper provides a new method for multi-topic Bayesian analysis for microarray data. Our method achieves a further maximization of lower bounds in a marginalized variational Bayesian inference (MVB) for Latent Process Decomposition (LPD), which is an effective probabilistic model for microarray data. In our method, hyperparameters in LPD are updated by empirical Bayes point estimation. The experiments based on microarray data of realistically large size show efficiency of our hyperparameter reestimation technique.","subitem_description_type":"Abstract"}]},"item_2_description_5":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"Advanced Data Mining and Applications: 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009. Proceedings","subitem_description_type":"Other"}]},"item_2_description_63":{"attribute_name":"引用","attribute_value_mlt":[{"subitem_description":"Lecture Notes in Computer Science, 5678, pp.253-264; 2009","subitem_description_type":"Other"}]},"item_2_publisher_33":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Springer Berlin"}]},"item_2_relation_12":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isVersionOf","subitem_relation_type_id":{"subitem_relation_type_id_text":"10.1007/978-3-642-03348-3_26","subitem_relation_type_select":"DOI"}}]},"item_2_relation_9":{"attribute_name":"ISBN","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"978-3-642-03348-3","subitem_relation_type_select":"ISBN"}}]},"item_2_rights_13":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"c 2009 Springer."},{"subitem_rights":"The original publication is available at www.springerlink.com"}]},"item_2_source_id_10":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA0071599X","subitem_source_identifier_type":"NCID"}]},"item_2_source_id_7":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"03029743","subitem_source_identifier_type":"ISSN"}]},"item_2_source_id_8":{"attribute_name":"EISSN","attribute_value_mlt":[{"subitem_source_identifier":"1611-3349","subitem_source_identifier_type":"ISSN"}]},"item_2_version_type_16":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_ab4af688f83e57aa","subitem_version_type":"AM"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Masada, Tomonari"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hamada, Tsuyoshi"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Shibata, Yuichiro"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Oguri, Kiyoshi"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2020-12-23"}],"displaytype":"detail","filename":"LNCS5678_253.pdf","filesize":[{"value":"276.9 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"LNCS5678_253.pdf","url":"https://nagasaki-u.repo.nii.ac.jp/record/16653/files/LNCS5678_253.pdf"},"version_id":"42ad8e97-79e7-4c4c-b634-707fa01e4381"}]},"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":"Bayesian multi-topic microarray analysis with hyperparameter reestimation","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Bayesian multi-topic microarray analysis with hyperparameter reestimation"}]},"item_type_id":"2","owner":"2","path":["21"],"pubdate":{"attribute_name":"公開日","attribute_value":"2009-12-04"},"publish_date":"2009-12-04","publish_status":"0","recid":"16653","relation_version_is_last":true,"title":["Bayesian multi-topic microarray analysis with hyperparameter reestimation"],"weko_creator_id":"2","weko_shared_id":2},"updated":"2023-05-15T19:00:53.565176+00:00"}