发明名称 |
Method and system for classifying data in system with limited memory |
摘要 |
Embodiments of the invention describe a method for classifying data in a system with limited memory. The method applies exemplar learning (EL) procedures to a training data set to produce an exemplar data set adapted to the size of the memory. The EL procedure is selected form a group consisting of an entropy based exemplar learning (EBEL) procedure and an AUC-based exemplar learning (ABEL) procedure. The exemplar data set is used to classify acquired by the system data. |
申请公布号 |
US8108325(B2) |
申请公布日期 |
2012.01.31 |
申请号 |
US20080210289 |
申请日期 |
2008.09.15 |
申请人 |
JAIN ANKUR;NIKOVSKI DANIEL N.;MITSUBISHI ELECTRIC RESEARCH LABORATORIES, INC. |
发明人 |
JAIN ANKUR;NIKOVSKI DANIEL N. |
分类号 |
G06F15/18 |
主分类号 |
G06F15/18 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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