{"created":"2023-05-15T11:55:13.269414+00:00","id":51,"links":{},"metadata":{"_buckets":{"deposit":"f96e5939-5b92-4477-ba7b-a88f7992130d"},"_deposit":{"created_by":3,"id":"51","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"51"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00000051","sets":["8:24"]},"author_link":["203","205","204"],"item_21_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2007-08","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"13-15","bibliographicPageEnd":"2362","bibliographicPageStart":"2354","bibliographicVolumeNumber":"70","bibliographic_titles":[{"bibliographic_title":"Neurocomputing"}]}]},"item_21_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"An approach to time series prediction of the CATS benchmark (for competition on artificial time series) is presented, where we use Fourier bandpass filters and competitive associative nets (CAN2s). Since one of the difficulties of this prediction is that the given time series does not seem to involve sufficient number of data for obtaining the underlying dynamics of the time series to reproduce low frequency components, we apply the CAN2 only for learning high frequency components extracted via Fourier bandpass filters with trial parameter values of the upper and lower cutoff frequencies and the missing last value of the given time series. Supposing that the optimal values among the trial values will give the best prediction performance for high frequency components, we can identify such optimal values via a certain reasonable validation method, with which we predict the missing high frequency components, and then we obtain the missing data to be predicted via adding high and low frequency components.","subitem_description_type":"Abstract"}]},"item_21_description_60":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"Journal Article","subitem_description_type":"Other"}]},"item_21_full_name_3":{"attribute_name":"著者別名","attribute_value_mlt":[{"affiliations":[{"affiliationNames":[{"affiliationName":"","lang":"ja"}],"nameIdentifiers":[]}],"familyNames":[{"familyName":"Kurogi","familyNameLang":"en"},{"familyName":"黒木","familyNameLang":"ja"},{"familyName":"クロギ","familyNameLang":"ja-Kana"}],"givenNames":[{"givenName":"Shuichi","givenNameLang":"en"},{"givenName":"秀一","givenNameLang":"ja"},{"givenName":"シュウイチ","givenNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"203","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"40178124","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000040178124"},{"nameIdentifier":"6603344371","nameIdentifierScheme":"Scopus著者ID","nameIdentifierURI":"https://www.scopus.com/authid/detail.uri?authorId=6603344371"}],"names":[{"name":"Kurogi, Shuichi","nameLang":"en"},{"name":"黒木, 秀一","nameLang":"ja"},{"name":"クロギ, シュウイチ","nameLang":"ja-Kana"}]}]},"item_21_publisher_7":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Elsevier"}]},"item_21_relation_12":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isVersionOf","subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.1016/j.neucom.2005.12.133","subitem_relation_type_select":"DOI"}}]},"item_21_relation_14":{"attribute_name":"情報源","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_text":"http://www.sciencedirect.com/science/journal/09252312"}],"subitem_relation_type_id":{"subitem_relation_type_id_text":"http://www.sciencedirect.com/science/journal/09252312","subitem_relation_type_select":"URI"}}]},"item_21_rights_13":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"Copyright © 2007 Elsevier B.V."}]},"item_21_select_59":{"attribute_name":"査読の有無","attribute_value_mlt":[{"subitem_select_item":"yes"}]},"item_21_source_id_8":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"0925-2312","subitem_source_identifier_type":"ISSN"}]},"item_21_subject_16":{"attribute_name":"日本十進分類法","attribute_value_mlt":[{"subitem_subject":"549","subitem_subject_scheme":"NDC"}]},"item_21_text_36":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Department of Control Engineering, Kyushu Institute of Technology, Tobata, Kitakyushu 804, Japan"},{"subitem_text_value":"Department of Control Engineering, Kyushu Institute of Technology, Tobata, Kitakyushu 804, Japan"},{"subitem_text_value":"Department of Control Engineering, Kyushu Institute of Technology, Tobata, Kitakyushu 804, Japan"}]},"item_21_version_type_58":{"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":[{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":""}]}],"creatorNames":[{"creatorName":"Kurogi, Shuichi","creatorNameLang":"en"},{"creatorName":"黒木, 秀一","creatorNameLang":"ja"},{"creatorName":"クロギ, シュウイチ","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{},{}]},{"creatorNames":[{"creatorName":"Sawa, Miho"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Ueno, Takamasa"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2007-11-13"}],"displaytype":"detail","filename":"NEUCOM-D-04-00438.pdf","filesize":[{"value":"162.8 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"NEUCOM-D-04-00438.pdf","url":"https://kyutech.repo.nii.ac.jp/record/51/files/NEUCOM-D-04-00438.pdf"},"version_id":"e6b69a1d-262a-4d40-b9c5-2493aa4b8c3d"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Time series prediction","subitem_subject_scheme":"Other"},{"subitem_subject":"CATS benchmark","subitem_subject_scheme":"Other"},{"subitem_subject":"Competitive associative net","subitem_subject_scheme":"Other"},{"subitem_subject":"Fourier bandpass filter","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":"Time series prediction of the CATS benchmark using Fourier bandpass filters and competitive associative nets","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Time series prediction of the CATS benchmark using Fourier bandpass filters and competitive associative nets"}]},"item_type_id":"21","owner":"3","path":["24"],"pubdate":{"attribute_name":"公開日","attribute_value":"2007-11-13"},"publish_date":"2007-11-13","publish_status":"0","recid":"51","relation_version_is_last":true,"title":["Time series prediction of the CATS benchmark using Fourier bandpass filters and competitive associative nets"],"weko_creator_id":"3","weko_shared_id":3},"updated":"2023-10-25T06:04:25.207777+00:00"}