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    • 9. 发明申请
    • INCREMENTALLY BUILDING ASPECT MODELS
    • 增加建筑面积模型
    • US20080005137A1
    • 2008-01-03
    • US11427725
    • 2006-06-29
    • Arungunram C. SurendranSuvrit Sra
    • Arungunram C. SurendranSuvrit Sra
    • G06F7/00
    • G06K9/6226G06N20/00
    • The claimed subject matter relates to an unsupervised incremental learning framework, and in particular, to the creation and utilization of an unsupervised incremental learning framework that facilitates object discovery, clustering, characterization and/or grouping. Such an unsupervised incremental learning framework, once created, can thereafter be employed to incrementally estimate a latent variable model through the utilization of spectral and/or probabilistic models in order to incrementally cluster, discover, group and/or characterize tightly knit themes/topics within document sets and/or streams, thus leading to the generation of a set of themes/topics that better correlate with human perceptual labeling schemes.
    • 所要求保护的主题涉及无监督的增量式学习框架,特别涉及创建和利用促进对象发现,聚类,表征和/或分组的无监督增量式学习框架。 一旦创建了这种无监督的增量学习框架,此后可以用于通过利用频谱和/或概率模型来递增地估计潜在变量模型,以逐渐地聚集,发现,组合和/或表征紧密编织的主题/主题 文件集和/或流,从而导致与人类感知标签方案更好相关的一组主题/主题的产生。
    • 10. 发明申请
    • INTERACTIVE VOICE ADVERTISEMENT EXCHANGE
    • 互动语音广告交换
    • US20090245479A1
    • 2009-10-01
    • US12060280
    • 2008-04-01
    • Arungunram C. Surendran
    • Arungunram C. Surendran
    • H04M1/64
    • H04M3/5166H04M3/4878
    • An interactive voice advertisement exchange presents an interactive voice advertisement to a user of a voice network who is placed on hold. After the user sends a signal response from a user device to a receiving system and is placed on hold, the hold time and a parameter associated with the signal response are received from the receiving system. Using the hold time and the parameter, an interactive voice advertisement is selected from one or more interactive voice advertisements sent by advertisers. The selected interactive voice advertisement includes a voice message and an application that dictates how the user can interact with the voice message. The voice message and the application of the selected voice interactive voice advertisement are sent to the receiving system. The receiving system sends the voice message to the user device and executes the application during a portion of the hold time.
    • 交互式语音广告交换向被搁置的语音网络的用户呈现交互式语音广告。 在用户从用户设备向接收系统发送信号响应并被置于保持状态之后,从接收系统接收保持时间和与信号响应相关联的参数。 使用保持时间和参数,从广告商发送的一个或多个交互式语音广告中选择交互式语音广告。 所选择的交互式语音广告包括语音消息和指示用户如何与语音消息交互的应用程序。 语音消息和所选语音交互式语音广告的应用被发送到接收系统。 接收系统将语音消息发送到用户设备,并在保持时间的一部分期间执行该应用。