发明授权
- 专利标题: Methods and apparatus for performing transformation techniques for data clustering and/or classification
- 专利标题(中): 用于执行数据聚类和/或分类的转换技术的方法和装置
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申请号: US13569830申请日: 2012-08-08
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公开(公告)号: US09064491B2公开(公告)日: 2015-06-23
- 发明人: Leonid Rachevsky , Dimitri Kanevsky , Bhuvana Ramabhadran
- 申请人: Leonid Rachevsky , Dimitri Kanevsky , Bhuvana Ramabhadran
- 申请人地址: US MA Burlington
- 专利权人: Nuance Communications, Inc.
- 当前专利权人: Nuance Communications, Inc.
- 当前专利权人地址: US MA Burlington
- 代理机构: Wolf, Greenfield & Sacks, P.C.
- 主分类号: G10L15/06
- IPC分类号: G10L15/06 ; G10L15/14 ; G06N99/00 ; G06K9/62
摘要:
Some aspects include transforming data, at least a portion of which has been processed to determine frequency information associated with features in the data. Techniques include determining a first transformation based, at least in part, on the frequency information, applying at least the first transformation to the data to obtain transformed data, and fitting a plurality of clusters to the transformed data to obtain a plurality of established clusters. Some aspects include classifying input data by transforming the input data using at least the first transformation and comparing the transformed input data to the established clusters.
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