{"id":2001244,"updated":"2025-02-28T08:06:18.823616+00:00","links":{},"created":"2025-02-28T08:06:14.467666+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:02001244","sets":["1164:2240:11899:1740725334890"]},"path":["1740725334890"],"owner":"80578","recid":"2001244","title":["SVMによる誤差を含むクラス分類における多種疑似量子アニーラの性能評価"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2025-03-10"},"_buckets":{"deposit":"ac10052b-2026-4f1a-b080-b60be1b87c3f"},"_deposit":{"id":"2001244","pid":{"type":"depid","value":"2001244","revision_id":0},"owners":[80578],"status":"published","created_by":80578},"item_title":"SVMによる誤差を含むクラス分類における多種疑似量子アニーラの性能評価","author_link":[],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"SVMによる誤差を含むクラス分類における多種疑似量子アニーラの性能評価","subitem_title_language":"ja"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"性能評価1","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2025-03-10","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"名古屋大学大学院情報学研究科"},{"subitem_text_value":"名古屋大学大学院情報学研究科"},{"subitem_text_value":"名古屋大学情報基盤センター"},{"subitem_text_value":"名古屋大学情報基盤センター"},{"subitem_text_value":"名古屋大学情報基盤センター"},{"subitem_text_value":"名古屋大学情報基盤センター"},{"subitem_text_value":"名古屋大学情報基盤センター"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Informatics, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Informatics, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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 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Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"水木,直也"}]},{"creatorNames":[{"creatorName":"森下,誠"}]},{"creatorNames":[{"creatorName":"河合,直聡"}]},{"creatorNames":[{"creatorName":"片桐,孝洋"}]},{"creatorNames":[{"creatorName":"椋木,大地"}]},{"creatorNames":[{"creatorName":"星野,哲也"}]},{"creatorNames":[{"creatorName":"永井,亨"}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10463942","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":"2188-8841","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年，量子アニーリングが注目されており，その中でも疑似量子アニーラのクラウドサービスが各種展開されている．だが，疑似量子アニーラによるサポートベクターマシン（SVM）の評価は多くはない．そこで本報告では，4種類の疑似量子アニーラ（HITACHI CMOSアニーリングマシン，Fixstars Amplify Annealing Engine，NEC Vector Annealingサービス，Toshiba SQBM+）により，SVMによる誤差を含むクラス分類を実装し，性能評価を行った．性能評価の結果，分類精度については古典コンピュータによるSVMに近い性能が得られる場合があった．一方で，Time to Solution(TTS)の観点の評価では，疑似量子アニーラによって大きな差が見られた．また，本実験のデータセットに限っては，古典が良い性能を示した．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告ハイパフォーマンスコンピューティング（HPC）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2025-03-10","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"34","bibliographicVolumeNumber":"2025-HPC-198"}]},"relation_version_is_last":true,"weko_creator_id":"80578"}}