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  1. 会議発表論文

Verification of the Effectiveness of the Online Tuning System for Unknown Person in the Awaking Behavior Detection System

http://hdl.handle.net/10173/614
http://hdl.handle.net/10173/614
7c6ee89e-c0a4-477b-bea1-557f82e8bada
名前 / ファイル ライセンス アクション
LNCS_5518_272.pdf LNCS_5518_272.pdf (2.4 MB)
Item type 会議発表論文 / Conference Paper(1)
公開日 2011-01-07
タイトル
タイトル Verification of the Effectiveness of the Online Tuning System for Unknown Person in the Awaking Behavior Detection System
言語
言語 eng
キーワード
主題Scheme Other
主題 Online tuning
キーワード
主題Scheme Other
主題 Neural network
キーワード
主題Scheme Other
主題 Awaking behavior detection system
キーワード
主題Scheme Other
主題 Continuous learning
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_5794
資源タイプ conference paper
著者 Satoh, Hironobu

× Satoh, Hironobu

Satoh, Hironobu

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Takeda, Fumiaki

× Takeda, Fumiaki

Takeda, Fumiaki

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抄録
内容記述タイプ Abstract
内容記述 We have developed an awaking behavior detection system using a neural network (abbreviated as NN). However, the detection ability of unknown people is not sufficient with compared to that of learned people. In this research, to improve the detection ability of unknown people, we apply an online tuning system using a continuous learning of the NN for the detection system. In the online tuning system, only a few additional data of a new objective person are used for the continuous learning, where the weights of the NN converged in the initial learning are used as the initial weights for the continuous learning. In this paper, to verify an ability of the online tuning system, we compare detection ability of the converged initial learning with that of the converged online tuning.
内容記述
内容記述タイプ Other
内容記述 Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
10th International Work-Conference on Artificial Neural Networks, IWANN 2009 Workshops, Salamanca, Spain, June 10-12, 2009. Proceedings, Part II
書誌情報 Lecture Notes in Computer Science

巻 5518, p. 272-279, 発行日 2009-06-06
ISSN
収録物識別子タイプ ISSN
収録物識別子 0302-9743
書誌レコードID
収録物識別子タイプ NCID
収録物識別子 AA12401092
DOI
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 10.1007/978-3-642-02481-8_39
権利
権利情報 (c)2009 Springer
権利
権利情報 The final publication is available at www.springerlink.com
著者版フラグ
出版タイプ AM
出版タイプResource http://purl.org/coar/version/c_ab4af688f83e57aa
出版者
出版者 Springer
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