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Impact of Censoring on Estimation of Flow Duration Distribution and Its Mitigation Using Kaplan-Meier-Based Method
http://hdl.handle.net/10228/00006346
http://hdl.handle.net/10228/000063468bb376f2-f638-4f68-8095-24c643f55afc
名前 / ファイル | ライセンス | アクション |
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E92.D_1949.pdf (833.4 kB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||
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公開日 | 2017-08-29 | |||||||||||
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 | |||||||||||
タイトル | ||||||||||||
言語 | en | |||||||||||
タイトル | Impact of Censoring on Estimation of Flow Duration Distribution and Its Mitigation Using Kaplan-Meier-Based Method | |||||||||||
言語 | ||||||||||||
言語 | eng | |||||||||||
著者 |
Sakai, Yuki
× Sakai, Yuki× Uchida, Masato× 鶴, 正人
WEKO
5853
× 尾家, 祐二 |
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抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | A basic and inevitable problem in estimating flow duration distribution arises from “censoring” (i.e., cutting off) the observed flow duration because of a finite measurement period. We extended the Kaplan-Meier method, which is used in the survival analysis field, and applied it to recover information on the flow duration distribution that was lost due to censoring. We show that the flow duration distribution from a short period of actual traffic data with censoring that was estimated using a Kaplan-Meier-based method can approximate well the flow duration distribution calculated from a sufficiently long period of actual traffic data. | |||||||||||
言語 | en | |||||||||||
書誌情報 |
en : IEICE Transactions on Information and Systems 巻 92, 号 10, p. 1949-1952, 発行日 2009-10-01 |
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出版社 | ||||||||||||
言語 | ja | |||||||||||
出版者 | 電子情報通信学会 | |||||||||||
DOI | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | DOI | |||||||||||
関連識別子 | https://doi.org/10.1587/transinf.E92.D.1949 | |||||||||||
CRID | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | URI | |||||||||||
関連識別子 | https://cir.nii.ac.jp/crid/1390001204379833344 | |||||||||||
NCID | ||||||||||||
収録物識別子タイプ | NCID | |||||||||||
収録物識別子 | AA10826272 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | EISSN | |||||||||||
収録物識別子 | 1745-1361 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | PISSN | |||||||||||
収録物識別子 | 0916-8532 | |||||||||||
著作権関連情報 | ||||||||||||
権利情報 | Copyright (c) 2009 The Institute of Electronics, Information and Communication Engineers | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | flow duration distribution | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | censoring | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Kaplan-Meier method | |||||||||||
出版タイプ | ||||||||||||
出版タイプ | VoR | |||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
査読の有無 | ||||||||||||
値 | yes | |||||||||||
連携ID | ||||||||||||
6297 |