{"created":"2023-07-25T10:24:30.301427+00:00","id":1825,"links":{},"metadata":{"_buckets":{"deposit":"31d7008a-63ba-4a34-8eda-fd6bf10289bd"},"_deposit":{"created_by":1,"id":"1825","owners":[1],"pid":{"revision_id":0,"type":"depid","value":"1825"},"status":"published"},"_oai":{"id":"oai:hiroshima-cu.repo.nii.ac.jp:00001825","sets":["1:411"]},"author_link":["7571","7566","7569","7570","7567","7568"],"item_10001_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2013-12","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"12","bibliographicPageEnd":"3459","bibliographicPageStart":"3452","bibliographicVolumeNumber":"46","bibliographic_titles":[{"bibliographic_title":"Pattern Recognition"}]}]},"item_10001_description_19":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_10001_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"The generalized Viterbi algorithm, a direct extension of the Viterbi algorithm for hidden Markov models (HMMs), has been used to find the most likely state sequence for hierarchical HMMs. However, the generalized Viterbi algorithm finds the most likely whole level state sequence rather than the most likely upper level state sequence. In this paper, we propose a marginalized Viterbi algorithm, which finds the most likely upper level state sequence by marginalizing lower level state sequences. We show experimentally that the marginalized Viterbi algorithm is more accurate than the generalized Viterbi algorithm in terms of upper level state sequence estimation.","subitem_description_type":"Abstract"}]},"item_10001_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Elsevier"}]},"item_10001_relation_14":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isVersionOf","subitem_relation_type_id":{"subitem_relation_type_id_text":"info:doi/10.1016/j.patcog.2013.06.001","subitem_relation_type_select":"DOI"}}]},"item_10001_relation_17":{"attribute_name":"関連サイト","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_text":"http://www.sciencedirect.com/"}],"subitem_relation_type_id":{"subitem_relation_type_id_text":"http://www.sciencedirect.com/","subitem_relation_type_select":"URI"}}]},"item_10001_rights_15":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"@ 2013 Published by Elsevier Ltd.|This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/"}]},"item_10001_source_id_11":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA00770025|AA11948832","subitem_source_identifier_type":"NCID"}]},"item_10001_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"00313203","subitem_source_identifier_type":"ISSN"}]},"item_10001_version_type_20":{"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":"HAYASHI, Akira"},{"creatorName":"ハヤシ, アキラ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"7566","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"IWATA, Kazunori"},{"creatorName":"イワタ, カズノリ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"7567","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"SUEMATSU, Nobuo"},{"creatorName":"スエマツ, ノブオ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"7568","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"林, 朗","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"7569","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"岩田, 一貴","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"7570","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"末松, 伸朗","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"7571","nameIdentifierScheme":"WEKO"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2023-03-07"}],"displaytype":"detail","filename":"MVA_for_HHMMs_R2.pdf","filesize":[{"value":"1.6 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"MVA_for_HHMMs_R2.pdf","url":"https://hiroshima-cu.repo.nii.ac.jp/record/1825/files/MVA_for_HHMMs_R2.pdf"},"version_id":"7748b296-7059-4c06-bb6e-cdf64b85cefa"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Time series data","subitem_subject_scheme":"Other"},{"subitem_subject":"Hierarchical HMM","subitem_subject_scheme":"Other"},{"subitem_subject":"Finding the most likely state sequence","subitem_subject_scheme":"Other"},{"subitem_subject":"Generalized Viterbi algorithm","subitem_subject_scheme":"Other"},{"subitem_subject":"Marginalized Viterbi algorithm","subitem_subject_scheme":"Other"}]},"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":"Marginalized Viterbi Algorithm for Hierarchical Hidden Markov Models","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Marginalized Viterbi Algorithm for Hierarchical Hidden Markov Models"}]},"item_type_id":"10001","owner":"1","path":["411"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-03-07"},"publish_date":"2023-03-07","publish_status":"0","recid":"1825","relation_version_is_last":true,"title":["Marginalized Viterbi Algorithm for Hierarchical Hidden Markov Models"],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2023-07-25T10:42:35.161161+00:00"}