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Statistical test for detecting community structure in real-valued edge-weighted graphs
https://oist.repo.nii.ac.jp/records/665
https://oist.repo.nii.ac.jp/records/6658d595cd2-4543-4bf1-936d-5de3e05de536
名前 / ファイル | ライセンス | アクション |
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journal.pone.0194079 (5.1 MB)
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Creative Commons Attribution 4.0 International
(http://creativecommons.org/licenses/by/4.0/) |
Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2018-08-15 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Statistical test for detecting community structure in real-valued edge-weighted graphs | |||||
言語 | ||||||
言語 | eng | |||||
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 | |||||
著者(英) |
Tokuda, Tomoki
× Tokuda, Tomoki |
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書誌情報 |
en : PLOS ONE 巻 13, 号 3, p. e0194079, 発行日 2018-03-20 |
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抄録 | ||||||
内容記述タイプ | Other | |||||
内容記述 | We propose a novel method to test the existence of community structure in undirected, real-valued, edge-weighted graphs. The method is based on the asymptotic behavior of extreme eigenvalues of a real symmetric edge-weight matrix. We provide a theoretical foundation for this method and report on its performance using synthetic and real data, suggesting that this new method outperforms other state-of-the-art methods. | |||||
出版者 | ||||||
出版者 | Public Library of Science | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 1932-6203 | |||||
PubMed番号 | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | PMID | |||||
関連識別子 | info:pmid/29558487 | |||||
DOI | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | DOI | |||||
関連識別子 | info:doi/10.1371/journal.pone.0194079 | |||||
権利 | ||||||
権利情報 | © 2018 Tomoki Tokuda. | |||||
関連サイト | ||||||
識別子タイプ | URI | |||||
関連識別子 | http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0194079 | |||||
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 |