{"updated":"2025-01-20T19:18:48.858749+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00141629","sets":["1:7770:7775"]},"path":["7775"],"owner":"13","recid":"141629","title":["いまさら聞けない! コンピュータの数学:3. 機械学習のための数学"],"pubdate":{"attribute_name":"公開日","attribute_value":"2015-04-15"},"_buckets":{"deposit":"67c2fe87-d609-425e-afe8-27fe709b547b"},"_deposit":{"id":"141629","pid":{"type":"depid","value":"141629","revision_id":0},"owners":[13],"status":"published","created_by":13},"item_title":"いまさら聞けない! コンピュータの数学:3. 機械学習のための数学","author_link":["207241","207242","207244","207243"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"いまさら聞けない! コンピュータの数学:3. 機械学習のための数学"},{"subitem_title":"Not Too Late to Learn! Mathematics for Computer Science:3. Mathematics for Machine Learning","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"小特集","subitem_subject_scheme":"Other"}]},"item_type_id":"1","publish_date":"2015-04-15","item_1_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"東京大学"},{"subitem_text_value":"東京工業大学"}]},"item_1_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"The Univ. of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"Tokyo Institute of Technology","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 file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/141629/files/IPSJ-MGN560506.pdf"},"date":[{"dateType":"Available","dateValue":"2017-04-15"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-MGN560506.pdf","filesize":[{"value":"1.4 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"40a1a672-3b14-4dd9-9831-e5018c09e16d","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2015 by the Information Processing Society of Japan"}]},"item_1_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"杉山, 将"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"鈴木, 大慈"}],"nameIdentifiers":[{}]}]},"item_1_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"SUGIYAMA, Masashi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"SUZUKI, Taiji","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_1_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00116625","subitem_source_identifier_type":"NCID"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_6501","resourcetype":"article"}]},"item_1_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"インターネットから得られるテキスト,音声,画像,映像などのマルチメディアデータ,ウェアラブル機器から得られるライフログデータ,パーソナルファブリケーションデータ,ロボットの探査データなど,さまざまな場面で膨大な量のデータが収集・蓄積されるようになってきた.このようなビッグデータを活用して新たな価値を創造するためには,機械学習による知的なデータ解析が重要である.本稿では,統計的パターン認識を例に取り,機械学習でよく用いられる数学の基礎的事項を解説する.","subitem_description_type":"Other"}]},"item_1_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"447","bibliographic_titles":[{"bibliographic_title":"情報処理"}],"bibliographicPageStart":"442","bibliographicIssueDates":{"bibliographicIssueDate":"2015-04-15","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"5","bibliographicVolumeNumber":"56"}]},"relation_version_is_last":true,"weko_creator_id":"13"},"created":"2025-01-19T00:19:11.251020+00:00","id":141629,"links":{}}