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    • 54. 发明申请
    • Decision support methods and apparatus
    • 决策支持方法和设备
    • US20070150430A1
    • 2007-06-28
    • US11318364
    • 2005-12-23
    • Murray CampbellChung-Sheng LiJeanette Rosenthal
    • Murray CampbellChung-Sheng LiJeanette Rosenthal
    • G06N5/04
    • G06Q10/06
    • Improved decision support techniques are disclosed. For example, a technique for processing transactional data for use in accordance with a decision support operation comprises the following steps/operations. The transactional data is transformed into an interim form according to a relative importance of the transactional data to the decision support operation. The transformed data is incrementally analyzed, wherein the incremental analysis comprises applying a successive approximation to the data in the interim form, such that the decision support operation can be incrementally performed based on a transactional load. The technique may further comprise allocating one or more computing resources to incrementally perform the decision support operation.
    • 披露了改进的决策支持技术。 例如,用于处理根据决策支持操作使用的事务数据的技术包括以下步骤/操作。 根据交易数据对决策支持操作的相对重要性,将事务数据转换为临时形式。 递增地分析变换数据,其中增量分析包括以临时形式对数据应用逐次逼近,使得可以基于事务负载来递增执行决策支持操作。 该技术可以进一步包括分配一个或多个计算资源以递增地执行决策支持操作。
    • 55. 发明授权
    • Multimedia archive description scheme
    • 多媒体档案描述方案
    • US06941325B1
    • 2005-09-06
    • US09889859
    • 2000-02-01
    • Ana B. BenitezAlejandro JaimesPaek SeungyupShih-Fu ChangChung-Sheng LiJohn R. Smith
    • Ana B. BenitezAlejandro JaimesPaek SeungyupShih-Fu ChangChung-Sheng LiJohn R. Smith
    • G06F17/30
    • G06F17/3002Y10S707/99944Y10S707/99945
    • A multimedia archive description scheme is provided for characterizing a multimedia archive having records and associated record descriptions. The multimedia archive description scheme provides a data structure which relates records by similarity measures. The principle data structure in the multimedia archive description scheme is a cluster. A cluster includes one or more attributes of the records in the archive and can include one or more cluster relationships. Cluster attributes can include feature space attributes, semantic attributes, media attributes and meta attributes of the records in the archive. The cluster relationships can relate records to clusters or clusters to clusters. Cluster relationships can include feature space (syntactic) relationships, semantic relationships, media relationships and meta relationships. The multimedia archive description scheme provides an efficient form for describing a collection of records.
    • 提供了多媒体档案描述方案,用于表征具有记录和相关联的记录描述的多媒体档案。 多媒体档案描述方案提供了一种通过相似度测量来记录记录的数据结构。 多媒体档案描述方案中的原理数据结构是一个集群。 集群包括归档中记录的一个或多个属性,并且可以包括一个或多个集群关系。 集群属性可以包括存档中的记录的特征空间属性,语义属性,媒体属性和元属性。 集群关系可以将记录与集群或集群关联到集群。 群集关系可以包括特征空间(句法)关系,语义关系,媒体关系和元关系。 多媒体档案描述方案提供了一种用于描述记录集合的有效形式。
    • 57. 发明授权
    • Adaptive similarity searching in sequence databases
    • 序列数据库中的自适应相似性搜索
    • US5940825A
    • 1999-08-17
    • US726889
    • 1996-10-04
    • Vittorio CastelliChung-Sheng LiPhilip Shi-lung Yu
    • Vittorio CastelliChung-Sheng LiPhilip Shi-lung Yu
    • G01V1/28G06F17/30
    • G01V1/288Y10S707/99932Y10S707/99933Y10S707/99936Y10S707/99937
    • A computer system and method for performing similarity searches which is phase and scale insensitive and which allows similarity searches to be performed at a semantic level. Each sequence in a database is preferably segmented at multiple projections and/or resolution levels. The sequences may represent object having multi-dimensional features such as temporal and/or spatial-temporal data. Preferably, the segmenting logic starts with the finest resolution, and each sequence is parsed into a number of disjointed segments, wherein each segment has uniform features. The uniform features could be segments having a constant slope, or waveform segments representable by a single function. The segments may then be re-sampled into a fixed length vector with appropriate normalization. A label may also be assigned to each segment via conventional clustering/classification methods. The above steps are iterated at successive projections and/or resolution levels until each sequence in the database has been independently segmented and clustered. Thus, the labels are preferably extracted in a pseudo-hierarchical manner in which the label of the lowest resolution representation of the sequence is extracted first. The representation of each time series at various resolutions and/or projections captures different characteristics of the same time series (or 2D/3D objects). Recall that each segment represents a region having uniform features. The segmentation at each individual resolution and/or projection thus enables recognition or emphasis of different characteristics within segments having uniform features.
    • 一种用于执行相位和尺度不敏感并且允许在语义级别执行相似性搜索的相似性搜索的计算机系统和方法。 数据库中的每个序列优选地以多个投影和/或分辨率级别分段。 序列可以表示具有多维特征的对象,诸如时间和/或空间 - 时间数据。 优选地,分割逻辑以最好的分辨率开始,并且每个序列被解析成多个不相交的段,其中每个段具有均匀的特征。 均匀特征可以是具有恒定斜率的段或由单个函数表示的波形段。 然后可以将段重新采样到具有适当归一化的固定长度向量中。 也可以通过常规聚类/分类方法将标签分配给每个片段。 上述步骤在连续的投影和/或分辨率级别迭代,直到数据库中的每个序列已被独立地分段和聚类。 因此,优选地以伪分级方式提取标签,其中首先提取序列的最低分辨率表示的标签。 每个时间序列在各种分辨率和/或投影下的表示可以捕获相同时间序列(或2D / 3D对象)的不同特征。 回想一下,每个片段表示具有均匀特征的区域。 因此,在每个单独的分辨率和/或投影下的分割使得能够识别或强调具有统一特征的段内的不同特征。
    • 58. 发明授权
    • Decision support methods and apparatus
    • 决策支持方法和设备
    • US08849745B2
    • 2014-09-30
    • US11318364
    • 2005-12-23
    • Murray S. CampbellChung-Sheng LiJeanette M. Rosenthal
    • Murray S. CampbellChung-Sheng LiJeanette M. Rosenthal
    • G06F17/30G06Q10/06
    • G06Q10/06
    • Improved decision support techniques are disclosed. For example, a technique for processing transactional data for use in accordance with a decision support operation comprises the following steps/operations. The transactional data is transformed into an interim form according to a relative importance of the transactional data to the decision support operation. The transformed data is incrementally analyzed, wherein the incremental analysis comprises applying a successive approximation to the data in the interim form, such that the decision support operation can be incrementally performed based on a transactional load. The technique may further comprise allocating one or more computing resources to incrementally perform the decision support operation.
    • 披露了改进的决策支持技术。 例如,用于处理根据决策支持操作使用的事务数据的技术包括以下步骤/操作。 根据交易数据对决策支持操作的相对重要性,将事务数据转换为临时形式。 递增地分析变换数据,其中增量分析包括以临时形式对数据应用逐次逼近,使得可以基于事务负载来递增执行决策支持操作。 该技术可以进一步包括分配一个或多个计算资源以递增地执行决策支持操作。