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    Cross descriptor learning system, method and program product therefor
    11.
    发明授权
    Cross descriptor learning system, method and program product therefor 有权
    交叉描述学习系统，方法和程序产品

    公开(公告)号：US08214310B2

    公开(公告)日：2012-07-03

    申请号：US11131608

    申请日：2005-05-18

    Applicant: Milind R. Naphade ,  Rong Yan

    Inventor： Milind R. Naphade ,  Rong Yan

    IPC: G06E1/00 ,  G06E3/00 ,  G06F15/18 ,  G06G7/00

    CPC classification number: G06F17/30705 ,  G06F17/30038 ,  G06F17/30943 ,  G06N99/005

    Abstract: A cross descriptor learning system, method and program product therefor. The system extracts descriptors from unlabeled exemplars. For each unlabeled exemplar, a cross predictor uses each descriptor to generate labels for other descriptor. An automatic label generator also generates labels for the same unlabeled exemplars or, optionally, for labeled exemplars. A label predictor results for each descriptor by combining labels from the cross predictor with labels from the automatic label generator.

    Abstract translation: 交叉描述学习系统，方法和程序产品。 系统从未标记的样本中提取描述符。 对于每个未标记的示例，交叉预测器使用每个描述符来生成其他描述符的标签。 自动标签生成器还生成相同的未标记样品的标签，或者可选地，用于标记的样品。 通过将来自交叉预测器的标签与来自自动标签生成器的标签相结合，为每个描述符生成标签预测器。

    COMPUTER-IMPLEMENTED METHOD, SYSTEM, AND PROGRAM PRODUCT FOR TRACKING CONTENT
    12.
    发明申请
    COMPUTER-IMPLEMENTED METHOD, SYSTEM, AND PROGRAM PRODUCT FOR TRACKING CONTENT 审中-公开
    用于跟踪内容的计算机实现的方法，系统和程序产品

    公开(公告)号：US20080294633A1

    公开(公告)日：2008-11-27

    申请号：US12169127

    申请日：2008-07-08

    Applicant: John R. Kender ,  Milind R. Naphade

    Inventor： John R. Kender ,  Milind R. Naphade

    IPC: G06F7/06 ,  G06F17/30

    CPC classification number: G06F16/40

    Abstract: A system, method, and program product for tracking content are described. Aspects of invention allow bodies of content, whether from a common channel or from different channels, to be compared for relatedness. Comparison of different bodies of content involves analyzing both the actual content, characteristics of the source(s) of the content, and optionally, elapsed time between their respective broadcasts/communications. To this extent, a content similarity value, a source characteristic value and an optional temporal value for the portions of content are determined, and then used to compute a relatedness value of the (bodies of) content.

    Abstract translation: 描述了用于跟踪内容的系统，方法和程序产品。 本发明的各个方面允许将内容的主体，不管是从公共信道还是从不同的信道，进行相关性的比较。 不同内容的比较涉及分析实际内容，内容的源的特征，以及可选地，各自的广播/通信之间的经过时间。 在这种程度上，确定内容部分的内容相似性值，源特征值和可选时间值，然后用于计算内容的（主体）的相关性值。

    BEHAVIOR CHANGE DETECTION
    15.
    发明申请
    BEHAVIOR CHANGE DETECTION 有权
    行为变化检测

    公开(公告)号：US20130116939A1

    公开(公告)日：2013-05-09

    申请号：US13288716

    申请日：2011-11-03

    Applicant: Jing D. Dai ,  Feng Chen ,  Milind R. Naphade ,  Sambit Sahu

    Inventor： Jing D. Dai ,  Feng Chen ,  Milind R. Naphade ,  Sambit Sahu

    IPC: G06F19/00 ,  G01F1/74 ,  G06F17/18 ,  G01R21/00

    CPC classification number: G06Q50/06

    Abstract: A computer program product includes a tangible storage medium readable by a processing circuit and on which instructions are stored for execution by the processing circuit for performing a method. The method includes, upon receiving utility consumption data of a group of elements, defining clusters of elements by like geography and like utility consumption, evaluating a significance of each cluster by comparing an average utility consumption within the cluster with utility consumption of elements neighboring the cluster and determining from a result of the evaluating which clusters exhibit significant differences in utility consumption from the neighboring elements and defining those clusters as regional outliers.

    Abstract translation: 计算机程序产品包括可由处理电路读取的有形存储介质，并且在哪个指令被存储以供处理电路执行以执行方法。 该方法包括：在接收到一组元素的公用事业消耗数据时，通过类似的地理位置和类似的公用事业消耗来定义元素簇，通过将集群内的平均效用消耗与邻近集群的元素的公用消费进行比较来评估每个集群的重要性 并从评估结果中确定哪些集群表现出与相邻元素的效用消耗的​​显着差异，并将这些集群定义为区域异常值。

    Influencing Consumer Behavior Modification with Utility Consumption Disaggregation
    16.
    发明申请
    Influencing Consumer Behavior Modification with Utility Consumption Disaggregation 审中-公开
    影响消费者行为改变与实用消费分解

    公开(公告)号：US20110066442A1

    公开(公告)日：2011-03-17

    申请号：US12880915

    申请日：2010-09-13

    Applicant: Naga A. Ayachitula ,  Tian-Jy Chao ,  Jing D. Dai ,  Milind R. Naphade ,  Sambit Sahu

    Inventor： Naga A. Ayachitula ,  Tian-Jy Chao ,  Jing D. Dai ,  Milind R. Naphade ,  Sambit Sahu

    IPC: G06Q10/00

    CPC classification number: G06Q10/10 ,  G06Q10/063

    Abstract: A method for performing utility consumption disaggregation includes measuring a total utility consumption of a consumer during a specified time period, generating a first disaggregated utility consumption segment and a second disaggregated utility consumption segment, based on the total utility consumption of the consumer, and providing the consumer with disaggregated utility consumption statistics based on at least one of the first and second disaggregated utility consumption segments.

    Abstract translation: 一种用于执行公用事业消费分解的方法包括：在指定的时间段内测量消费者的总的公用事业消费，基于消费者的总的公用事业消费产生第一分解的公用事业消费部分和第二分解的公用事业消费部分，并提供 基于第一和第二分解的公用事业消费部分中的至少一个的具有分解的公用事业消费统计的消费者。

    Method and apparatus for query expansion based on multimodal cross-vocabulary mapping
    17.
    发明授权
    Method and apparatus for query expansion based on multimodal cross-vocabulary mapping 有权
    基于多模式跨词汇映射的查询扩展方法和装置

    公开(公告)号：US07788099B2

    公开(公告)日：2010-08-31

    申请号：US11733033

    申请日：2007-04-09

    Applicant: Alexander Haubold ,  Milind R. Naphade ,  Apostol Ivanov Natsev

    Inventor： Alexander Haubold ,  Milind R. Naphade ,  Apostol Ivanov Natsev

    IPC: G10L21/00

    CPC classification number: G06F17/30038 ,  G06F17/30023

    Abstract: A computer implemented method, apparatus, and computer usable program code for multimodal cross-vocabulary mapping. A corpus of multimodal content is annotated simultaneously using annotations from a plurality of vocabularies to form a set of common annotations. Relationships between a first vocabulary associated with a first modality and a second vocabulary associated with a second modality are identified using the set of common annotations to form a multimodal vocabulary mapping. Items in the first vocabulary associated with the first modality are mapped to items in the second vocabulary associated with the second modality using the multimodal vocabulary mapping.

    Abstract translation: 用于多模式跨词汇映射的计算机实现的方法，装置和计算机可用的程序代码。 使用来自多个词汇表的注释同时注释多模态内容的语料库以形成一组通用注释。 与第一模态相关联的第一词汇与与第二模态相关联的第二词汇表之间的关系使用该组公共注释来标识以形成多模态词汇映射。 与第一模态相关联的第一词汇中的项目使用多模态词汇映射被映射到与第二模态相关联的第二词汇表中的项目。

    Multi-modal fusion in content-based retrieval
    18.
    发明授权
    Multi-modal fusion in content-based retrieval 有权
    基于内容检索的多模态融合

    公开(公告)号：US07610306B2

    公开(公告)日：2009-10-27

    申请号：US10611235

    申请日：2003-06-30

    Applicant: Ching-Yung Lin ,  Apostol Natsev ,  Milind R. Naphade ,  John R. Smith ,  Belle L. Tseng

    Inventor： Ching-Yung Lin ,  Apostol Natsev ,  Milind R. Naphade ,  John R. Smith ,  Belle L. Tseng

    IPC: G06F17/30

    CPC classification number: G06F17/30256 ,  Y10S707/99933 ,  Y10S707/99934 ,  Y10S707/99935 ,  Y10S707/99936 ,  Y10S707/99943 ,  Y10S707/99945 ,  Y10S707/99948

    Abstract: The present invention relates to the use of search fusion methods for querying multimedia databases and more specifically to a method and system for constructing a multi-modal query of a multimedia repository by forming multiple uni-modal searches and explicitly selecting fusion methods for combining their results. The present invention also relates to the integration of search methods for content-based retrieval, model-based retrieval, text-based retrieval, and metadata search, and the use of graphical user interfaces allowing the user to form queries fusing these search methods.

    Abstract translation: 本发明涉及使用搜索融合方法来查询多媒体数据库，更具体地说涉及一种用于通过形成多个单一模式搜索来构建多媒体存储库的多模态查询的方法和系统，并且明确地选择用于组合其结果的融合方法 。 本发明还涉及用于基于内容的检索，基于模型的检索，基于文本的检索和元数据搜索的搜索方法的集成，以及允许用户形成融合这些搜索方法的查询的图形用户界面的使用。

    Adaptive probabilistic query expansion
    20.
    发明授权
    Adaptive probabilistic query expansion 有权
    自适应概率查询扩展

    公开(公告)号：US07437349B2

    公开(公告)日：2008-10-14

    申请号：US10143146

    申请日：2002-05-10

    Applicant: Sankar Basu ,  Milind R. Naphade ,  John R. Smith

    Inventor： Sankar Basu ,  Milind R. Naphade ,  John R. Smith

    IPC: G06F17/30

    CPC classification number: G06F17/30672 ,  Y10S707/99933 ,  Y10S707/99934 ,  Y10S707/99935

    Abstract: A method, system and computer program for adaptively processing a query search. An expanding operation is utilized to expand the query into sub-queries, wherein at least one of the sub-queries is expanded probabilistically. A retrieving operation retrieves the results of the sub-queries, and a merging operation is used to merge the sub-query results into a search result. An adapting operation is configured to modify the search such that the relevance of the search result is increased when the search is repeated.

    Abstract translation: 一种用于自适应处理查询搜索的方法，系统和计算机程序。 使用扩展操作来将查询扩展到子查询中，其中至少一个子查询被概率地扩展。 检索操作检索子查询的结果，并且使用合并操作将子查询结果合并到搜索结果中。 配置操作被配置为修改搜索，使得当重复搜索时增加搜索结果的相关性。

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