| アイテムタイプ |
デフォルトアイテムタイプ_（フル）(1) |
| 公開日 |
2023-03-18 |
| タイトル |
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タイトル |
Extension of Decision Tree Algorithm for Stream Data Mining Using Real Data |
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言語 |
en |
| 作成者 |
Minegishi, Tatsuya
Ise, Masayuki
Niimi, Ayahiko
Konishi, Osamu
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| アクセス権 |
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アクセス権 |
open access |
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アクセス権URI |
http://purl.org/coar/access_right/c_abf2 |
| 権利情報 |
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|
権利情報 |
(c) Copyright by IEEE SMC Hiroshima Chapter. |
| 主題 |
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主題Scheme |
NDC |
|
主題 |
500 |
| 内容記述 |
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内容記述 |
Recently, because of increasing amount of data in the society, data stream mining targeting large scale data has attracted attention. The data mining is a technology of discovery new knowledge and patterns from the massive amounts of data, and what the data correspond to data stream is data stream mining. In this paper, we propose the feature selection with online decision tree. At first, we construct online type decision tree to regard credit card transaction data as data stream on data stream mining. At second, we select attributes thought to be important for detection of illegal use. We apply VFDT (Very Fast Decision Tree learner) algorithm to online type decision tree construction. |
|
言語 |
en |
| 出版者 |
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|
出版者 |
IEEE SMC Hiroshima Chapter |
| 言語 |
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|
言語 |
eng |
| 資源タイプ |
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資源タイプ識別子 |
http://purl.org/coar/resource_type/c_5794 |
|
資源タイプ |
conference paper |
| 出版タイプ |
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|
出版タイプ |
VoR |
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出版タイプResource |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| 関連情報 |
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|
識別子タイプ |
URI |
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|
関連識別子 |
http://www.hil.hiroshima-u.ac.jp/iwcia/2009/ |
| 収録物識別子 |
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収録物識別子タイプ |
ISSN |
|
収録物識別子 |
1883-3977 |
| 開始ページ |
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開始ページ |
208 |
| 書誌情報 |
5th International Workshop on Computational Intelligence & Applications Proceedings : IWCIA 2009
5th International Workshop on Computational Intelligence & Applications Proceedings : IWCIA 2009
p. 208-212,
発行日 2009-11
|
| 旧ID |
28425 |
B1005.pdf (292.0 KB)
