{"created":"2023-06-19T10:28:47.360081+00:00","id":8334,"links":{},"metadata":{"_buckets":{"deposit":"44bc936e-0533-40b3-bf04-8d4bb43dd503"},"_deposit":{"created_by":18,"id":"8334","owners":[18],"pid":{"revision_id":0,"type":"depid","value":"8334"},"status":"published"},"_oai":{"id":"oai:muroran-it.repo.nii.ac.jp:00008334","sets":["216:332","35:174"]},"author_link":["9534","52681","52680"],"item_77_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2000-11-30","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"7","bibliographicPageStart":"1","bibliographicVolumeNumber":"50","bibliographic_titles":[{"bibliographic_title":"室蘭工業大学紀要","bibliographic_titleLang":"ja"},{"bibliographic_title":"Memoirs of the Muroran Institute of Technology","bibliographic_titleLang":"en"}]}]},"item_77_description_23":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_77_description_7":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"This paper demonstrates effectiveness of training of Fuzzy Spline Curve Identifier (FSCI) using a fuzzy neural network. FSCI was proposed as a primitive curve identification system designed to establish a general-purpose freehand interface for computer aided drawing (CAD) systems. It succeeded in distinguishing a freehand drawing into seven kinds of primitive curves which are indispensable for use in CAD. The key was the introduction of a fuzzy reasoning which embodied a strategy to try to find the simplest primitive curves in drawing. A trainable version of FSCI was then proposed, by introducing a structured fuzzy neural network, in order that it would acquire learning ability to adapt itself to individual drawing manner. This paper sets up some experiment on FSCI and demonstrates the effectiveness of the training by evaluating curve class recognition rates. Furthermore, through some considerations on a concrete example of the training, it shows that the introduced fuzzy neural network is informative for us to analyze users' drawing manner and also the identification characteristics of FSCI.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_77_description_8":{"attribute_name":"注記","attribute_value_mlt":[{"subitem_description":"特集 : 「産業におけるソフトコンピューティングに関する国際会議'99」発表論文選集","subitem_description_language":"ja","subitem_description_type":"Other"}]},"item_77_link_5":{"attribute_name":"室蘭工業大学研究者データベースへのリンク","attribute_value_mlt":[{"subitem_link_text":"佐賀 聡人（SAGA Sato）","subitem_link_url":"http://rdsoran.muroran-it.ac.jp/html/100000133_ja.html"}]},"item_77_publisher_11":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"室蘭工業大学","subitem_publisher_language":"ja"}]},"item_77_relation_15":{"attribute_name":"論文ID（NAID）","attribute_value_mlt":[{"subitem_relation_type":"isIdenticalTo","subitem_relation_type_id":{"subitem_relation_type_id_text":"110000076542","subitem_relation_type_select":"NAID"}}]},"item_77_rights_19":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"© 2000 室蘭工業大学","subitem_rights_language":"ja"}]},"item_77_source_id_12":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"13442708","subitem_source_identifier_type":"PISSN"}]},"item_77_source_id_14":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11175464","subitem_source_identifier_type":"NCID"}]},"item_77_subject_9":{"attribute_name":"日本十進分類法","attribute_value_mlt":[{"subitem_subject":"007","subitem_subject_scheme":"NDC"}]},"item_77_version_type_21":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open 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Toru","creatorNameLang":"en"},{"creatorName":"山口, 徹","creatorNameLang":"ja"},{"creatorName":"ヤマグチ, トオル","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2016-02-16"}],"displaytype":"detail","filename":"50_irai01.pdf","filesize":[{"value":"539.3 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"50_irai01.pdf","objectType":"fulltext","url":"https://muroran-it.repo.nii.ac.jp/record/8334/files/50_irai01.pdf"},"version_id":"709e13d2-d646-43f7-8227-9fb70a2bfdf4"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"手書き描画","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"パターン認識","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"ヒューマンインタフェース","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"ファジィシステム","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"ニューラルネットワーク","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"freehand drawing","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"pattern recognition","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"human interface","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"fuzzy system","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"neural network","subitem_subject_language":"en","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":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Training of the Freehand Curve Identifier FSCI Using a Fuzzy Neural Network","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Training of the Freehand Curve Identifier FSCI Using a Fuzzy Neural Network","subitem_title_language":"en"},{"subitem_title":"ファジィニューラルネットワークを用いた手書き曲線同定法FSCIの学習最適化","subitem_title_language":"ja"}]},"item_type_id":"77","owner":"18","path":["174","332"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2007-06-07"},"publish_date":"2007-06-07","publish_status":"0","recid":"8334","relation_version_is_last":true,"title":["Training of the Freehand Curve Identifier FSCI Using a Fuzzy Neural Network"],"weko_creator_id":"18","weko_shared_id":-1},"updated":"2024-01-24T04:23:23.325084+00:00"}