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On Parallelization of the NIS-apriori Algorithm for Data Mining
http://hdl.handle.net/10228/00006136
http://hdl.handle.net/10228/0000613698ce9eb6-6d30-459b-b0d3-a9e35a57ba03
名前 / ファイル | ライセンス | アクション |
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PCS60_623.pdf (443.6 kB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||
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公開日 | 2017-04-11 | |||||||||||
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 | ||||||||||||
タイトル | On Parallelization of the NIS-apriori Algorithm for Data Mining | |||||||||||
言語 | ||||||||||||
言語 | eng | |||||||||||
著者 |
Wu, Mao
× Wu, Mao× 酒井, 浩
WEKO
6421
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抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | We have been developing the getRNIA software tool for data mining under uncertain information. The getRNIA software tool is powered by the NIS-Apriori algorithm, which is a variation of the well-known Apriori algorithm. This paper considers the parallelization of the NIS-Apriori algorithm, and implements a part of this algorithm based on the Apache-Spark environment. We especially apply the implemented software to two data sets, the Mammographic data set and the Mushroom data set in order to show the property of the parallelization. Even though this parallelization was not so effective for the Mammographic data set, it was much more effective for the Mushroom data set. | |||||||||||
備考 | ||||||||||||
内容記述タイプ | Other | |||||||||||
内容記述 | 19th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, September 7-9, 2015, Singapore | |||||||||||
書誌情報 |
Procedia Computer Science 巻 60, p. 623-631, 発行日 2015-09-01 |
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出版社 | ||||||||||||
出版者 | Elsevier | |||||||||||
DOI | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | DOI | |||||||||||
関連識別子 | info:doi/10.1016/j.procs.2015.08.198 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | ISSN | |||||||||||
収録物識別子 | 1877-0509 | |||||||||||
著作権関連情報 | ||||||||||||
権利情報 | Copyright (c) 2015 The Authors. Published by Elsevier B.V. | |||||||||||
著作権関連情報 | ||||||||||||
権利情報 | CC BY-NC-ND license | |||||||||||
著作権関連情報 | ||||||||||||
権利情報 | http://creativecommons.org/licenses/by-nc-nd/4.0/ | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | data mining | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | getRNIA | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | NIS-Apriori | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | parallelization | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | rough sets | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | incomplete information | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | non-deterministic information | |||||||||||
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 | |||||||||||
研究者情報 | ||||||||||||
https://hyokadb02.jimu.kyutech.ac.jp/html/133_ja.html | ||||||||||||
論文ID(連携) | ||||||||||||
10285229 | ||||||||||||
連携ID | ||||||||||||
6075 | ||||||||||||
資料タイプ | ||||||||||||
内容記述タイプ | Other | |||||||||||
内容記述 | Journal Article | |||||||||||
著者所属 | ||||||||||||
Dwango Co. Ltd. | ||||||||||||
著者所属 | ||||||||||||
Faculty of Engineering, Kyushu Institute of Technology | ||||||||||||
情報源 | ||||||||||||
識別子タイプ | DOI | |||||||||||
関連識別子 | https://doi.org/10.1016/j.procs.2015.08.198 | |||||||||||
関連名称 | https://doi.org/10.1016/j.procs.2015.08.198 |