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In the presence of noise, it is also important to surpress noise influence. In this paper, we give a training data selection method for minimizing the noise variance."}]}],"creator":[{"@id":"https://cir.nii.ac.jp/crid/1420845751167160704","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"90334515"},{"@type":"NRID","@value":"1000090334515"},{"@type":"CINII_AUTHOR_ID","@value":"DA16342546"},{"@type":"URI","@value":"https://ci.nii.ac.jp/author/DA16342546#entity"},{"@type":"URI","@value":"https://viaf.org/viaf/NII%7CDA16342546"},{"@type":"NRID","@value":"9000004900662"},{"@type":"NRID","@value":"9000014588011"},{"@type":"NRID","@value":"9000006625481"},{"@type":"NRID","@value":"9000016489659"},{"@type":"NRID","@value":"9000020167912"},{"@type":"NRID","@value":"9000398156820"},{"@type":"NRID","@value":"9000244923578"},{"@type":"NRID","@value":"9000017506165"},{"@type":"NRID","@value":"9000290130858"},{"@type":"NRID","@value":"9000240076502"},{"@type":"NRID","@value":"9000340446473"},{"@type":"NRID","@value":"9000241892058"},{"@type":"NRID","@value":"9000344115192"},{"@type":"NRID","@value":"9000399582447"},{"@type":"NRID","@value":"9000340941887"},{"@type":"NRID","@value":"9000017682366"},{"@type":"NRID","@value":"9000107356923"},{"@type":"NRID","@value":"9000023333569"},{"@type":"NRID","@value":"9000282785708"},{"@type":"NRID","@value":"9000237589628"},{"@type":"NRID","@value":"9000309984694"},{"@type":"NRID","@value":"9000309984715"},{"@type":"NRID","@value":"9000238415468"},{"@type":"NRID","@value":"9000303158841"},{"@type":"NRID","@value":"9000240062911"},{"@type":"NRID","@value":"9000401986231"},{"@type":"NRID","@value":"9000361226808"},{"@type":"NRID","@value":"9000248234003"},{"@type":"NRID","@value":"9000018805824"},{"@type":"NRID","@value":"9000017708394"},{"@type":"NRID","@value":"9000397661055"},{"@type":"NRID","@value":"9000258636169"},{"@type":"NRID","@value":"9000312270572"},{"@type":"NRID","@value":"9000377386778"},{"@type":"NRID","@value":"9000361226121"},{"@type":"NRID","@value":"9000018821368"},{"@type":"NRID","@value":"9000259337700"},{"@type":"NRID","@value":"9000006348341"},{"@type":"NRID","@value":"9000019959799"},{"@type":"NRID","@value":"9000347492515"},{"@type":"NRID","@value":"9000243893463"},{"@type":"NRID","@value":"9000240073235"},{"@type":"NRID","@value":"9000413547540"},{"@type":"NRID","@value":"9000283291130"},{"@type":"NRID","@value":"9000241446058"},{"@type":"NRID","@value":"9000394061670"},{"@type":"NRID","@value":"9000014587963"},{"@type":"NRID","@value":"9000021930436"},{"@type":"NRID","@value":"9000237589638"},{"@type":"NRID","@value":"9000019096558"},{"@type":"NRID","@value":"9000309984623"},{"@type":"NRID","@value":"9000309984728"},{"@type":"NRID","@value":"9000017528032"},{"@type":"NRID","@value":"9000270290063"},{"@type":"NRID","@value":"9000242667821"},{"@type":"NRID","@value":"9000242137425"},{"@type":"NRID","@value":"9000240538615"},{"@type":"NRID","@value":"9000016498447"},{"@type":"NRID","@value":"9000018750327"},{"@type":"NRID","@value":"9000004810004"},{"@type":"NRID","@value":"9000016490332"},{"@type":"NRID","@value":"9000021115462"},{"@type":"NRID","@value":"9000237589633"},{"@type":"NRID","@value":"9000242792797"},{"@type":"NRID","@value":"9000309984649"},{"@type":"NRID","@value":"9000254285965"},{"@type":"NRID","@value":"9000258649605"},{"@type":"NRID","@value":"9000258118791"},{"@type":"NRID","@value":"9000241961997"},{"@type":"NRID","@value":"9000401425676"},{"@type":"NRID","@value":"9000018593082"},{"@type":"NRID","@value":"9000282785745"},{"@type":"NRID","@value":"9000290130920"},{"@type":"NRID","@value":"9000309984701"},{"@type":"NRID","@value":"9000391967633"},{"@type":"NRID","@value":"9000242080769"},{"@type":"NRID","@value":"9000413547855"},{"@type":"NRID","@value":"9000008904184"},{"@type":"NRID","@value":"9000377386565"},{"@type":"NRID","@value":"9000361226485"},{"@type":"NRID","@value":"9000107339924"},{"@type":"NRID","@value":"9000019961552"},{"@type":"NRID","@value":"9000403594150"},{"@type":"NRID","@value":"9000309984661"},{"@type":"NRID","@value":"9000383088043"},{"@type":"NRID","@value":"9000361226476"},{"@type":"NRID","@value":"9000270287710"},{"@type":"NRID","@value":"9000408647249"},{"@type":"NRID","@value":"9000001212962"},{"@type":"NRID","@value":"9000019193436"},{"@type":"NRID","@value":"9000017681535"},{"@type":"NRID","@value":"9000107359399"},{"@type":"NRID","@value":"9000018137083"},{"@type":"NRID","@value":"9000004799212"},{"@type":"NRID","@value":"9000016498259"},{"@type":"NRID","@value":"9000021773411"},{"@type":"NRID","@value":"9000244923603"},{"@type":"NRID","@value":"9000309984666"},{"@type":"NRID","@value":"9000309984656"},{"@type":"NRID","@value":"9000409337487"},{"@type":"NRID","@value":"9000283335990"},{"@type":"NRID","@value":"9000312271231"},{"@type":"NRID","@value":"9000312270425"},{"@type":"NRID","@value":"9000378058303"},{"@type":"NRID","@value":"9000018750340"},{"@type":"NRID","@value":"9000020951242"},{"@type":"NRID","@value":"9000397427040"},{"@type":"NRID","@value":"9000283820590"},{"@type":"NRID","@value":"9000397661085"},{"@type":"NRID","@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HIP, ヒューマン情報処理"},{"@language":"en","@value":"Technical report of IEICE. HIP"}],"dc:publisher":[{"@value":"一般社団法人電子情報通信学会"},{"@language":"en","@value":"The Institute of Electronics, Information and Communication Engineers"}],"prism:publicationDate":"1998-06-18","prism:volume":"98","prism:number":"130","prism:startingPage":"87","prism:endingPage":"94"},"foaf:topic":[{"@id":"https://cir.nii.ac.jp/all?q=%E8%83%BD%E5%8B%95%E5%AD%A6%E7%BF%92","dc:title":"能動学習"},{"@id":"https://cir.nii.ac.jp/all?q=%E9%9B%91%E9%9F%B3%E6%8A%91%E5%88%B6","dc:title":"雑音抑制"},{"@id":"https://cir.nii.ac.jp/all?q=%E6%B1%8E%E5%8C%96%E8%83%BD%E5%8A%9B","dc:title":"汎化能力"},{"@id":"https://cir.nii.ac.jp/all?q=%E8%A8%93%E7%B7%B4%E3%83%87%E3%83%BC%E3%82%BF","dc:title":"訓練データ"},{"@id":"https://cir.nii.ac.jp/all?q=%E5%B0%84%E5%BD%B1%E5%AD%A6%E7%BF%92","dc:title":"射影学習"},{"@id":"https://cir.nii.ac.jp/all?q=%E5%B0%84%E5%BD%B1%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92","dc:title":"射影追加学習"},{"@id":"https://cir.nii.ac.jp/all?q=active%20learning","dc:title":"active learning"},{"@id":"https://cir.nii.ac.jp/all?q=incremental%20projection%20learning","dc:title":"incremental projection learning"},{"@id":"https://cir.nii.ac.jp/all?q=noise%20surpression","dc:title":"noise surpression"},{"@id":"https://cir.nii.ac.jp/all?q=generalization%20ability","dc:title":"generalization ability"},{"@id":"https://cir.nii.ac.jp/all?q=training%20data%20selection","dc:title":"training data selection"},{"@id":"https://cir.nii.ac.jp/all?q=projection%20learning","dc:title":"projection learning"}],"relatedProduct":[{"@id":"https://cir.nii.ac.jp/crid/1360292617911288960","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@value":"Learning representations by back-propagating errors"}]},{"@id":"https://cir.nii.ac.jp/crid/1520009410296057600","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@value":"信号と画像の復元-2-古典的最適復元フィルタ"},{"@language":"ja-Kana","@value":"シンゴウ ト ガゾウ ノ フクゲン 2 コテンテキ サイテキ フクゲン フィル"}]},{"@id":"https://cir.nii.ac.jp/crid/1520290885246407040","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@value":"信号と画像の復元-1-復元問題の普遍性"},{"@language":"ja-Kana","@value":"シンゴウ ト ガゾウ ノ フクゲン 1 フクゲン モンダイ ノ フヘンセイ"}]},{"@id":"https://cir.nii.ac.jp/crid/1520572360161946624","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@value":"特集:「能動学習」"},{"@language":"ja-Kana","@value":"トクシュウ ノウドウ ガクシュウ"}]},{"@id":"https://cir.nii.ac.jp/crid/1520572360218961408","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@value":"信号と画像の復元-3-最適復元のための射影フィルタ族"},{"@language":"ja-Kana","@value":"シンゴウ ト ガゾウ ノ フクゲン 3 サイテキ フクゲン ノ タメ ノ シャ"}]},{"@id":"https://cir.nii.ac.jp/crid/1520572360255237376","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@value":"信号と画像の復元-4完-非線形復元"},{"@language":"ja-Kana","@value":"シンゴウ ト ガゾウ ノ フクゲン 4カン ヒセンケイ フクゲン"}]},{"@id":"https://cir.nii.ac.jp/crid/1570009750697475584","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Information-based objective functions for active data selection"}]},{"@id":"https://cir.nii.ac.jp/crid/1571417125581027712","@type":"Article","relationType":["cites"]},{"@id":"https://cir.nii.ac.jp/crid/1571417125581029888","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Projection filter regularization of ill-conditioned problem"}]},{"@id":"https://cir.nii.ac.jp/crid/1571698600557739136","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@value":"画像復元のための射影フィルタに関する原理的考察"}]},{"@id":"https://cir.nii.ac.jp/crid/1572261550510889984","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@language":"en","@value":"A special issue on reinforcement learning"}]},{"@id":"https://cir.nii.ac.jp/crid/1572261550510893568","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Neural networks and the bias/variance dilemma"}]},{"@id":"https://cir.nii.ac.jp/crid/1572824502329817984","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@language":"ja","@value":"ニューラルネットワークと汎化能力"},{"@language":"en","@value":"Neural Networks and Generalization Ability"}]},{"@id":"https://cir.nii.ac.jp/crid/1573105975441021056","@type":"Article","relationType":["cites"]},{"@id":"https://cir.nii.ac.jp/crid/1573668925394445312","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Active Learning in Multilayer Perceptrons"}]},{"@id":"https://cir.nii.ac.jp/crid/1573668927261019136","@type":"Article","relationType":["cites"],"jpcoar:relatedTitle":[{"@language":"ja","@value":"最適汎化のための射影追加学習"},{"@language":"en","@value":"Incremental Projection Learning for Optimal Generalization"}]},{"@id":"https://cir.nii.ac.jp/crid/1573950400371425664","@type":"Article","relationType":["cites"]}],"dataSourceIdentifier":[{"@type":"CIA","@value":"110003272294"}]}