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Smith Waterman法を利用した fNIRS データの類似部分抽出システムの提案と評価
名前 / ファイル | ライセンス | アクション |
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023052040006.pdf (632.5 kB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||||||||||||||||||||
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公開日 | 2012-02-23 | |||||||||||||||||||||||
タイトル | ||||||||||||||||||||||||
言語 | ja | |||||||||||||||||||||||
タイトル | Smith Waterman法を利用した fNIRS データの類似部分抽出システムの提案と評価 | |||||||||||||||||||||||
タイトル | ||||||||||||||||||||||||
言語 | ja-Kana | |||||||||||||||||||||||
タイトル | Smith Waterman ホウ オ リヨウ シタ fNIRS データ ノ ルイジ ブブン チュウシュツ システム ノ テイアン ト ヒョウカ | |||||||||||||||||||||||
タイトル | ||||||||||||||||||||||||
言語 | en | |||||||||||||||||||||||
タイトル | System introduction and evaluation of extracting similar subsequences from fNIRS data | |||||||||||||||||||||||
言語 | ||||||||||||||||||||||||
言語 | jpn | |||||||||||||||||||||||
キーワード | ||||||||||||||||||||||||
主題 | Smith Waterman 法, 相同性検索, 類似部分 fNIRS, functional Near-Infrared Spectroscopy, Smith Waterman algorithm, homology search, similar subsequence |
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資源タイプ | ||||||||||||||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||||||||||||
資源タイプ | departmental bulletin paper | |||||||||||||||||||||||
ID登録 | ||||||||||||||||||||||||
ID登録 | 10.14988/pa.2017.0000012600 | |||||||||||||||||||||||
ID登録タイプ | JaLC | |||||||||||||||||||||||
アクセス権 | ||||||||||||||||||||||||
アクセス権 | open access | |||||||||||||||||||||||
アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||||||||||||||||||||
著者 |
西井, 琢真
× 西井, 琢真× 廣安, 知之
WEKO
15426
× 吉見, 真聡× 三木, 光範
WEKO
15427
× 横内, 久猛
WEKO
16381
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著者所属 | ||||||||||||||||||||||||
ja | ||||||||||||||||||||||||
西井, 琢真 / Department of Knowledge Engineering and Computer Sciences, Doshisha University | ||||||||||||||||||||||||
著者所属 | ||||||||||||||||||||||||
ja | ||||||||||||||||||||||||
廣安, 知之 / 同志社大学生命医科学部医情報学科教授 | ||||||||||||||||||||||||
著者所属 | ||||||||||||||||||||||||
ja | ||||||||||||||||||||||||
吉見, 真聡 / 同志社大学理工学部インテリジェント情報工学科助教(有期) | ||||||||||||||||||||||||
著者所属 | ||||||||||||||||||||||||
ja | ||||||||||||||||||||||||
三木, 光範 / 同志社大学理工学部インテリジェント情報工学科教授 | ||||||||||||||||||||||||
著者所属 | ||||||||||||||||||||||||
ja | ||||||||||||||||||||||||
横内, 久猛 / 同志社大学生命医科学部医情報学科教授(有期) | ||||||||||||||||||||||||
抄録 | ||||||||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||||||||
内容記述 | fNIRS(functional Near-Infrared Spectroscopy)は,実験時に大量の時系列データを発生させ,複数の実験結果を比較する際に,解析者がデータのどこに着目すればよいのかがわからないという問題がある.この問題に対して複数の時系列データの中から特徴的な部分を提示するシステムがあれば,解析者の負担を軽減することが期待できる.本論文では,fNIRSにおけるデータ解析システムを提案する.このシステムは,大きく2つに分けられる.1つ目はユーザが注目すべき部分を分かりやすく表示するインターフェースである.2つ目はインターフェースの裏側で大量のデータを高速に処理するメソッドである.解析者がシステムを快適に使うためには,高速なレスポンスが必要とされる.そのため,時系列データからの類似部分の抽出については,バイオインフォマティクスの分野で盛んに扱われる相同性検索に注目した. | |||||||||||||||||||||||
言語 | ja | |||||||||||||||||||||||
抄録 | ||||||||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||||||||
内容記述 | One of non-invasive brain functional mapping equipments fNIRS (functional Near-Infrared Spectroscopy) is known for its practicality. One of the characteristics of fNIRS is that fNIRS derives enormous time series data in each experiment, so that it is hard to analyze these data effectively. In this paper, we introduce the novel algorithm which can extract similar subsequence of fNIRS data. In the proposed algorithm, the conventional homology search and Smith Waterman method are applied. Since there are several software libraries of these algorithms, the proposed algorithm is not only useful for getting satisfactory results but also effective for drawing these results quickly. In this paper, the fNIRS data analysis system is illustrated, where the proposed algorithm has been implemented. Using the proposed system, the effectiveness of the proposed algorithm is discussed, and the response time of the system is estimated and illustrated. | |||||||||||||||||||||||
言語 | en | |||||||||||||||||||||||
書誌情報 |
ja : 同志社大学理工学研究報告 en : The Science and Engineering Review of Doshisha University 巻 52, 号 4, p. 267-275, 発行日 2012-01-31 |
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出版者 | ||||||||||||||||||||||||
言語 | ja | |||||||||||||||||||||||
出版者 | 同志社大学理工学研究所 | |||||||||||||||||||||||
出版者(英) | ||||||||||||||||||||||||
言語 | en | |||||||||||||||||||||||
出版者 | Science and Engineering Research Institute of Doshisha University | |||||||||||||||||||||||
ISSN | ||||||||||||||||||||||||
収録物識別子タイプ | PISSN | |||||||||||||||||||||||
収録物識別子 | 00368172 | |||||||||||||||||||||||
書誌レコードID | ||||||||||||||||||||||||
収録物識別子タイプ | NCID | |||||||||||||||||||||||
収録物識別子 | AN00165868 | |||||||||||||||||||||||
権利者情報 | ||||||||||||||||||||||||
権利者名 | 同志社大学理工学研究所 | |||||||||||||||||||||||
言語 | ja | |||||||||||||||||||||||
権利者名 | Science and Engineering Research Institute of Doshisha University | |||||||||||||||||||||||
言語 | en | |||||||||||||||||||||||
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関連タイプ | isFormatOf | |||||||||||||||||||||||
識別子タイプ | URI | |||||||||||||||||||||||
関連識別子 | https://doors.doshisha.ac.jp/opac/opac_link/bibid/SB00960326/?lang=0 | |||||||||||||||||||||||
言語 | ja | |||||||||||||||||||||||
関連名称 | 掲載刊行物所蔵情報へのリンク / Link to Contents | |||||||||||||||||||||||
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内容記述タイプ | Other | |||||||||||||||||||||||
内容記述 | application/pdf | |||||||||||||||||||||||
出版タイプ | ||||||||||||||||||||||||
出版タイプ | VoR | |||||||||||||||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||||||||||||
日本十進分類法 | ||||||||||||||||||||||||
主題 | 007.61 |