图 书 馆
质量保证资源感知流挖掘模型A Model for Quality Guaranteed Resource-Aware Stream Mining |
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| 课程网址: | http://videolectures.net/ecml07_mohamed_mqgr/ |
| 主讲教师: | Mohamed Medhat Gaber |
| 开课单位: | 莫纳什大学 |
| 开课时间: | 2008-01-29 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Data streams are produced continuously at a high speed. Most data stream mining techniques address this challenge by using adaptation and approximation techniques. Adapting to available resources has been addressed recently. Although these techniques ensure the continuity of the data mining process under resource limitation, the quality of the output is still an open issue. In this paper, we propose a generic model that guarantees the quality of the output while maintaining efficient resource consumption. The model works on estimating the quality of the output given the available resources. Only a subset of these resources will be used that guarantees the minimum quality loss. The model is generalized for any data stream mining technique. |
| 关 键 词: | 计算机科学; 数据挖掘; 数据流 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-12-06：lxf |
| 阅读次数: | 31 |