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A Heuristic method for discovering biomarker candidates based on rough set theory
http://hdl.handle.net/10258/00010525
http://hdl.handle.net/10258/00010525ac9a4d55-9631-41f8-aa8c-d93fac761956
名前 / ファイル | ライセンス | アクション |
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BIOINFO_6_5_200 (165.6 kB)
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Item type | 学術雑誌論文 / Journal Article.(1) | |||||||||||||||||
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公開日 | 2022-03-30 | |||||||||||||||||
タイトル | ||||||||||||||||||
言語 | en | |||||||||||||||||
タイトル | A Heuristic method for discovering biomarker candidates based on rough set theory | |||||||||||||||||
言語 | ||||||||||||||||||
言語 | eng | |||||||||||||||||
キーワード | ||||||||||||||||||
言語 | en | |||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Temperature estimation | |||||||||||||||||
キーワード | ||||||||||||||||||
言語 | en | |||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Supercritical geothermal resource | |||||||||||||||||
キーワード | ||||||||||||||||||
言語 | en | |||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Electrical resistivity | |||||||||||||||||
キーワード | ||||||||||||||||||
言語 | en | |||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Bayesian rock-physics modelling | |||||||||||||||||
キーワード | ||||||||||||||||||
言語 | en | |||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Kakkonda geothermal field | |||||||||||||||||
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 | journal article | |||||||||||||||||
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 |
工藤, 康生
× 工藤, 康生
WEKO
907
× 岡田, 吉史
WEKO
20687
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室蘭工業大学研究者データベースへのリンク | ||||||||||||||||||
工藤 康生(KUDO Yasuo) | ||||||||||||||||||
http://rdsoran.muroran-it.ac.jp/html/100000129_ja.html | ||||||||||||||||||
室蘭工業大学研究者データベースへのリンク | ||||||||||||||||||
岡田 吉史(OKADA Yoshifumi) | ||||||||||||||||||
http://rdsoran.muroran-it.ac.jp/html/100000122_ja.html | ||||||||||||||||||
抄録 | ||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||
内容記述 | We apply a combined method of heuristic attribute reduction and evaluation of relative reducts in rough set theory to gene expression data analysis. Our method extracts as many relative reducts as possible from the gene-expression data and selects the best relative reduct from the viewpoint of constructing useful decision rules. Using a breast cancer dataset and a leukemia dataset, we evaluated the classification accuracy for the test samples and biological meanings of the rules. As a result, our method presented superior classification accuracy comparable to existing salient classifiers. Moreover, our method extracted interesting rules including a novel biomarker gene identified in recent studies. These results indicate the possibility that our method can serve as a useful tool for gene expression data analysis. | |||||||||||||||||
言語 | en | |||||||||||||||||
書誌情報 |
en : Bioinformation 巻 6, 号 5, p. 200-203, 発行日 2011 |
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出版者 | ||||||||||||||||||
言語 | en | |||||||||||||||||
出版者 | Biomedical Informatics | |||||||||||||||||
出版者版へのリンク | ||||||||||||||||||
10.6026/97320630006200 | ||||||||||||||||||
https://doi.org/10.6026/97320630006200 | ||||||||||||||||||
DOI | ||||||||||||||||||
関連タイプ | isIdenticalTo | |||||||||||||||||
識別子タイプ | DOI | |||||||||||||||||
関連識別子 | 10.6026/97320630006200 | |||||||||||||||||
日本十進分類法 | ||||||||||||||||||
主題Scheme | NDC | |||||||||||||||||
主題 | 492 | |||||||||||||||||
ISSN | ||||||||||||||||||
収録物識別子タイプ | PISSN | |||||||||||||||||
収録物識別子 | 0375-6505 | |||||||||||||||||
権利 | ||||||||||||||||||
言語 | en | |||||||||||||||||
権利情報 | https://creativecommons.org/licenses/by/4.0/ | |||||||||||||||||
著者版フラグ | ||||||||||||||||||
出版タイプ | VoR | |||||||||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||||||
フォーマット | ||||||||||||||||||
内容記述タイプ | Other | |||||||||||||||||
内容記述 | application/pdf |