2009 Fiscal Year Final Research Report
A study on probabilistic prediction of network traffic using adaptive quantile regression
| Project/Area Number |
19700261
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Single-year Grants |
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| Research Field |
Statistical science
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| Research Institution | Nagoya Institute of Technology (2008-2009)
Mie University (2007) |
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Principal Investigator |
TAKEUCHI Ichiro Nagoya Institute of Technology, 工学研究科, 准教授 (40335146)
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| Project Period (FY) |
2007 – 2009
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| Keywords | データマイニング / 機械学習 / 異常値検出 / 分位点回帰分析 |
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| Research Abstract |
We developed an adaptive algorithm quantile regression algorithm for detecting the anomaly in computer network traffic. We demonstrated the effectiveness of the algorithm by applying it to various practical problems.
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Research Products
(10 results)
