{"created":"2023-05-15T16:44:38.234927+00:00","id":20366,"links":{},"metadata":{"_buckets":{"deposit":"52d73249-eb23-4e65-9664-13c2c03ff91b"},"_deposit":{"created_by":2,"id":"20366","owners":[2],"pid":{"revision_id":0,"type":"depid","value":"20366"},"status":"published"},"_oai":{"id":"oai:nagasaki-u.repo.nii.ac.jp:00020366","sets":["14:65"]},"author_link":["86207","86206","86208"],"item_9_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2004","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"50","bibliographicPageStart":"45","bibliographic_titles":[{"bibliographic_title":"Proceedings of the 9th Int’l Workshop on Frontiers in Handwriting Recognition (IWFHR-9 2004)"}]}]},"item_9_description_15":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_9_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"The recognition rate of the typical nonparametric method \"k-Nearest Neighbor rule (kNN)\" is degraded when the dimensionality of feature vectors is large. Another nonparametric method \"linear subspace methods\" cannot represent the local distribution of patterns, so recognition rates decrease when pattern distribution is not normal distribution. This paper presents a classifier that outputs the class of a test sample by measuring the distance between the test sample and the average patterns, which are calculated using nearest neighbors belonging to individual categories. A kernel method can be applied to this classifier for improving its recognition rates. The performance of those methods is verified by experiments with handwritten digit patterns and two class artificial ones.","subitem_description_type":"Abstract"}]},"item_9_description_40":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"text","subitem_description_type":"Other"}]},"item_9_description_5":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR'04), 26-29 Oct. 2004","subitem_description_type":"Other"}]},"item_9_description_63":{"attribute_name":"引用","attribute_value_mlt":[{"subitem_description":"Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR'04) pp. 45-50 ; 2004","subitem_description_type":"Other"}]},"item_9_publisher_33":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"IEEE Computer Society Press"}]},"item_9_relation_12":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isIdenticalTo","subitem_relation_type_id":{"subitem_relation_type_id_text":"10.1109/IWFHR.2004.1","subitem_relation_type_select":"DOI"}}]},"item_9_rights_13":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"Copyright(c) 2004 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE."}]},"item_9_version_type_16":{"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_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Hotta, Seiji"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kiyasu, Senya"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Miyahara, Sueharu"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2020-12-23"}],"displaytype":"detail","filename":"IEEE_CS21870045.pdf","filesize":[{"value":"476.8 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"IEEE_CS21870045.pdf","url":"https://nagasaki-u.repo.nii.ac.jp/record/20366/files/IEEE_CS21870045.pdf"},"version_id":"b946e370-2db8-4020-8976-b712187dd7d2"}]},"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":"conference paper","resourceuri":"http://purl.org/coar/resource_type/c_5794"}]},"item_title":"A Classifier Based on Distance between Test Samples and Average Patterns of Categorical Nearest Neighbors","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"A Classifier Based on Distance between Test Samples and Average Patterns of Categorical Nearest Neighbors"}]},"item_type_id":"9","owner":"2","path":["65"],"pubdate":{"attribute_name":"公開日","attribute_value":"2008-04-08"},"publish_date":"2008-04-08","publish_status":"0","recid":"20366","relation_version_is_last":true,"title":["A Classifier Based on Distance between Test Samples and Average Patterns of Categorical Nearest Neighbors"],"weko_creator_id":"2","weko_shared_id":-1},"updated":"2023-05-16T02:38:52.836725+00:00"}