发明授权
- 专利标题： System and method for resource adaptive classification of data streams
- 专利标题（中）： 数据流资源自适应分类的系统和方法
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申请号： US11530938申请日： 2006-09-12
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公开(公告)号： US08051021B2公开(公告)日： 2011-11-01
- 发明人: Charu Aggarwal , Philip Shi-lung Yu
- 申请人： Charu Aggarwal , Philip Shi-lung Yu
- 申请人地址： US NY Armonk
- 专利权人： International Business Machines Corporation
- 当前专利权人： International Business Machines Corporation
- 当前专利权人地址： US NY Armonk
- 代理机构： Cantor Colburn LLP
- 代理商 William J. Stock
- 主分类号： G06N5/00
- IPC分类号： G06N5/00
摘要：
A system and method for resource adaptive classification of data streams. Embodiments of systems and methods provide classifying data received in a computer, including discretizing the received data, constructing an intermediate data structure from said received data as training instances, performing subspace sampling on said received data as test instances and adaptively classifying said received data based on statistics of said subspace sampling.
公开/授权文献
信息查询
IPC分类:
| G | 物理 |
| G06 | 计算；推算或计数 |
| G06N | 基于特定计算模型的计算机系统 |
| G06N5/00 | 利用基于知识的模式的计算机系统 |