{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00216898","sets":["1164:4402:10858:10880"]},"path":["10880"],"owner":"44499","recid":"216898","title":["A novel framework of non-parametric for adjusting the window size"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-03-03"},"_buckets":{"deposit":"410976b6-8e23-49c1-9fb1-ff1cbc403092"},"_deposit":{"id":"216898","pid":{"type":"depid","value":"216898","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"A novel framework of non-parametric for adjusting the window size","author_link":["560856","560857","560855","560854"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"A novel framework of non-parametric for adjusting the window size"},{"subitem_title":"A novel framework of non-parametric for adjusting the window size","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"セッション1","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2022-03-03","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Department of Informatics, Shizuoka University"},{"subitem_text_value":"Department of Informatics, Shizuoka University"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Department of Informatics, Shizuoka University","subitem_text_language":"en"},{"subitem_text_value":"Department of Informatics, Shizuoka University","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/216898/files/IPSJ-ICS22206005.pdf","label":"IPSJ-ICS22206005.pdf"},"date":[{"dateType":"Available","dateValue":"2024-03-03"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-ICS22206005.pdf","filesize":[{"value":"2.1 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"25"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"40a3c227-d571-4aa4-b8e5-ead593561ace","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Thanapiol, Phungtua-eng"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yoshitaka, Yamamoto"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Thanapiol, Phungtua-eng","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yoshitaka, Yamamoto","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11135936","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":"2188-885X","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"The data stream may contain irrelevant information due to various factors, such as the huge amount of data volume. The technique for removing irrelevant information is called data binning. The data binning is used to sequence the data stream into smaller bins and each of which captures statistical features in the corresponding sub-sequence. The obtained bins are collected into the window, meaning that the number of bins to be collected is determined by the window size. The window size is required to set in advance, whereas the sufficient value is varied with the target data stream to be captured. This paper proposes a novel framework for automatically adjusting the number of bins in the window with a non-parametric metric. We demonstrate our framework to detect unknown transient patterns with the astronomical data stream.","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"The data stream may contain irrelevant information due to various factors, such as the huge amount of data volume. The technique for removing irrelevant information is called data binning. The data binning is used to sequence the data stream into smaller bins and each of which captures statistical features in the corresponding sub-sequence. The obtained bins are collected into the window, meaning that the number of bins to be collected is determined by the window size. The window size is required to set in advance, whereas the sufficient value is varied with the target data stream to be captured. This paper proposes a novel framework for automatically adjusting the number of bins in the window with a non-parametric metric. We demonstrate our framework to detect unknown transient patterns with the astronomical data stream.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告知能システム（ICS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2022-03-03","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"5","bibliographicVolumeNumber":"2022-ICS-206"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":216898,"updated":"2025-01-19T15:41:39.078809+00:00","links":{},"created":"2025-01-19T01:17:24.628197+00:00"}