{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00061932","sets":["1164:2735:5641:5642"]},"path":["5642"],"owner":"10","recid":"61932","title":["線形分離オートマトンを用いたパターン認識手法の理論的基礎について"],"pubdate":{"attribute_name":"公開日","attribute_value":"2009-02-26"},"_buckets":{"deposit":"fb116aee-e3a5-4084-8441-6d7a0b4c5c6d"},"_deposit":{"id":"61932","pid":{"type":"depid","value":"61932","revision_id":0},"owners":[10],"status":"published","created_by":10},"item_title":"線形分離オートマトンを用いたパターン認識手法の理論的基礎について","author_link":["0","0"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"線形分離オートマトンを用いたパターン認識手法の理論的基礎について"},{"subitem_title":"On Theoretical Foundation of Pattern Recognition with Linear Separation Automata","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2009-02-26","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"電気通信大学大学院電気通信学研究科情報工学専攻"},{"subitem_text_value":"電気通信大学電気通信学部情報工学科"},{"subitem_text_value":"エヌ・ティ・ティアイティ株式会社"},{"subitem_text_value":"電気通信大学大学院電気通信学研究科情報工学専攻"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Department of Computer Science, Graduate School of Electro-Communications, The University of Electro-Communications","subitem_text_language":"en"},{"subitem_text_value":"Department of Computer Science, Faculty of Electro-Communications, The University of Electro-Communications","subitem_text_language":"en"},{"subitem_text_value":"NTT-IT Corporation","subitem_text_language":"en"},{"subitem_text_value":"Department of Computer Science, Graduate School of Electro-Communications, The University of Electro-Communications","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":10,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/61932/files/IPSJ-MPS09073038.pdf","label":"IPSJ-MPS09073038"},"date":[{"dateType":"Available","dateValue":"2011-02-26"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-MPS09073038.pdf","filesize":[{"value":"887.3 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"17"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"4f811b47-4193-403f-91e2-536300b97277","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2009 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"沼井, 裕二"},{"creatorName":"星野, 憲司"},{"creatorName":"宇田川, 祥彰"},{"creatorName":"小林, 聡"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yuji, Numai","creatorNameLang":"en"},{"creatorName":"Kenji, Hoshino","creatorNameLang":"en"},{"creatorName":"Yoshiaki, Udagawa","creatorNameLang":"en"},{"creatorName":"Satoshi, Kobayashi","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10505667","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_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本論文では、実数ベクトル系列を受理するモデルである線形分離オートマトン(LSA)の理論的結果を示すと同時に、LSAを利用したパターン認識アルゴリズムを提案し、実験・評価する。論文の前半では、実数ベクトル系列を受理するシステムであるLSAに関していくつかの定理を導出し、理論的基礎を考察する。LSAは、有限オートマトンの自然な拡張になっている。後半では、LSAに確率的遷移を付与したモデル(PLSA)によってパターン認識を行うアルゴリズムを提案し、実験・評価する。","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In this paper, we propose automata that accept series data of real-valued vectors, called Linear Separation Automata (LSA); and deduce some theoretical results.Moreover, we also propose the pattern recognition algorithm of series data of real-valued vectors with LSA; and  evaluate the algorithm. In the  first half of the paper, an acceptor that accepts series data of real-valued vectors, LSA,  is introduced and its theoretical properties are studied. It is naturally extended from finite automata. In the latter, the pattern recognition algorithm using LSA with probabilistic transitions is proposed; and an experimental result of this algorithm is shown.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"152","bibliographic_titles":[{"bibliographic_title":"研究報告数理モデル化と問題解決（MPS）"}],"bibliographicPageStart":"149","bibliographicIssueDates":{"bibliographicIssueDate":"2009-02-26","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"19(2009-MPS-73)","bibliographicVolumeNumber":"2009"}]},"relation_version_is_last":true,"weko_creator_id":"10"},"created":"2025-01-18T23:23:59.382096+00:00","updated":"2025-01-21T22:26:11.478238+00:00","id":61932}