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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/10173/6147c6ee89e-c0a4-477b-bea1-557f82e8bada
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
LNCS_5518_272.pdf (2.4 MB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||||||
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| 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
× 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 |
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| 書誌情報 |
Lecture Notes in Computer Science 巻 5518, p. 272-279, 発行日 2009-06-06 |
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| 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 | |||||||||
