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    • 1. 发明授权
    • Method and apparatus for monitor and notification in a network
    • 网络中监控和通知的方法和装置
    • US08719403B2
    • 2014-05-06
    • US12966833
    • 2010-12-13
    • Alexander TuzhilinRavinarayan Arunkundram
    • Alexander TuzhilinRavinarayan Arunkundram
    • G06F15/16
    • H04L12/6418
    • A user specifies one or more monitoring/probing rules on a client station. These rules specify user instructions for monitoring and probing conditions, events, and data on monitored sites on the Internet. The client station transfers the rules to the monitoring site, which also processes and interprets the rules. When the monitoring site processes these rules, it results in (1) allocation of space and (2) creation or initialization of agent programs, which will effect periodic monitoring of Internet sites and send data back to the monitoring site. If the retrieved information at the monitoring site satisfies the user-specified conditions, the monitoring site will conduct further exploration to gather more information that may help determine the causes of these conditions. The results of such a probe may be obtained from the monitoring site or the Internet, and are communicated by the monitoring site to the client station.
    • 用户在客户端站上指定一个或多个监视/探测规则。 这些规则指定用于监视和探测互联网上受监控站点的条件,事件和数据的用户指令。 客户端将规则转移到监控站点,监控站点也处理和解释规则。 当监控站点处理这些规则时,会导致(1)空间分配和(2)代理程序的创建或初始化,这将对Internet站点进行定期监控并将数据发送回监控站点。 如果监测点检索到的信息满足用户指定的条件,监测点将进一步探索,收集更多可能有助于确定这些情况的原因的信息。 这种探测器的结果可以从监控站点或因特网获得,并且由监视站点传送到客户站。
    • 4. 发明授权
    • Method and system for the creation, application and processing of logical rules in connection with biological, medical or biochemical data
    • 与生物,医学或生物化学数据相关的逻辑规则的创建,应用和处理的方法和系统
    • US06741976B1
    • 2004-05-25
    • US09604213
    • 2000-06-27
    • Alexander Tuzhilin
    • Alexander Tuzhilin
    • G06F1700
    • G06N99/005G06F19/00G16H50/20G16H50/70Y10S706/924
    • A method and system for the analysis of biological, medical and/or biochemical data having values for each of a plurality of attributes, having a receiving portion for receiving the data and entering it into a storage arrangement like a relational database in accordance with the values and attributes of the data; a calculating portion for determining discrete bins for at least one of the attributes for the data in accordance with the values of the data entered in the storage arrangement; a re-organizing portion for re-organizing the data in the storage arrangement in accordance with the discrete bins; a data mining portion for mining the organized data in the storage arrangement to determine sets of applicable logical rules; and a processing and presenting portion for logical rules or groups of logical rules. The processing portion further involves the application of at least one operator to create a subset of rules in an iterative manner. The operators are filtering operators, clustering operators, data mapping operators, and/or data characterization operators.
    • 一种用于分析生物,医学和/或生物化学数据的方法和系统,其具有多个属性中的每一个的值,具有接收部分,用于接收数据并根据该值将其输入到诸如关系数据库的存储装置中 和数据的属性; 计算部分,用于根据输入到存储装置中的数据的值确定用于数据的属性中的至少一个的离散箱; 重新组织部分,用于根据离散箱重新组织存储装置中的数据; 数据挖掘部分,用于挖掘存储装置中的有组织数据,以确定适用的逻辑规则集; 以及用于逻辑规则或逻辑规则组的处理和呈现部分。 处理部分进一步涉及应用至少一个运算符以迭代方式创建规则子集。 运营商是过滤运营商,集群运营商,数据映射运营商和/或数据表征运营商。
    • 6. 发明申请
    • System, Process and Software Arrangement for Providing Multidimensional Recommendations/Suggestions
    • 提供多维建议/建议的系统,流程和软件安排
    • US20120324059A1
    • 2012-12-20
    • US13593798
    • 2012-08-24
    • Alexander TuzhilinGediminas Adomavicius
    • Alexander TuzhilinGediminas Adomavicius
    • G06F15/16
    • G06F17/30592G06F17/30412G06F17/30522G06Q30/0631
    • A process, system and computer software are provided to facilitate at least one recommendation to one or more users and/or one or more applications using multidimensional data. In particular, a multidimensional space is defined, wherein each dimension is capable of providing variable information. At least one dimension corresponds to user profiles. The multidimensional space is filled with multidimensional data corresponding to dimensions of the multidimensional space. Then, information from the multidimensional space is retrieved. Further, the recommendation is generated based on the retrieved information. In addition, it is possible to generate a recommendation-specific query. This can be performed by generating the recommendation-specific query to access a multidimensional cube and retrieve data stored therein. Then, the recommendation can be issued based on the data retrieved from the multidimensional cube.
    • 提供过程,系统和计算机软件以促进使用多维数据的一个或多个用户和/或一个或多个应用的​​至少一个推荐。 特别地,定义了多维空间,其中每个维度能够提供可变信息。 至少一个维度对应于用户配置文件。 多维空间中填充有与多维空间尺寸对应的多维数据。 然后,检索来自多维空间的信息。 此外,基于检索到的信息生成推荐。 此外,可以生成推荐特定查询。 这可以通过生成用于访问多维立方体并检索存储在其中的数据的推荐特定查询来执行。 然后,可以基于从多维立方体检索的数据来发布推荐。
    • 7. 发明授权
    • System, process and software arrangement for providing multidimensional recommendations/suggestions
    • 系统,流程和软件安排,提供多方面的建议/建议
    • US08984000B2
    • 2015-03-17
    • US13476892
    • 2012-05-21
    • Alexander TuzhilinGediminas Adomavicius
    • Alexander TuzhilinGediminas Adomavicius
    • G06F7/00G06F17/30
    • G06F17/30592G06F17/30412G06F17/30522G06Q30/0631
    • A process, system and computer software are provided to facilitate at least one recommendation to one or more users and/or one or more applications using multidimensional data. In particular, a multidimensional space is defined, wherein each dimension is capable of providing variable information. At least one dimension corresponds to user profiles. The multidimensional space is filled with multidimensional data corresponding to dimensions of the multidimensional space. Then, information from the multidimensional space is retrieved. Further, the recommendation is generated based on the retrieved information. In addition, it is possible to generate a recommendation-specific query. This can be performed by generating the recommendation-specific query to access a multidimensional cube and retrieve data stored therein. Then, the recommendation can be issued based on the data retrieved from the multidimensional cube.
    • 提供过程,系统和计算机软件以促进使用多维数据的一个或多个用户和/或一个或多个应用的​​至少一个推荐。 特别地,定义了多维空间,其中每个维度能够提供可变信息。 至少一个维度对应于用户配置文件。 多维空间中填充有与多维空间尺寸对应的多维数据。 然后,检索来自多维空间的信息。 此外,基于检索到的信息生成推荐。 此外,可以生成推荐特定查询。 这可以通过生成用于访问多维立方体并检索存储在其中的数据的推荐特定查询来执行。 然后,可以基于从多维立方体检索的数据来发布推荐。
    • 10. 发明授权
    • System, process and software arrangement for providing multidimensional recommendations/suggestions
    • 系统,流程和软件安排,提供多方面的建议/建议
    • US08185487B2
    • 2012-05-22
    • US10468509
    • 2002-02-12
    • Alexander TuzhilinGediminas Adomavicius
    • Alexander TuzhilinGediminas Adomavicius
    • G06F17/00
    • G06F17/30592G06F17/30412G06F17/30522G06Q30/0631
    • A process, system and computer software are rovided to facilitate at least one recommendation to one or more users (420) and/or one or more applications (430) using multidimensional data (410). In particular, the multidimensional data (410) which define a multidimensional space (400) is accessed. The multidimensional space (400) can have more than two dimensions, each capable of providing variable information. Then, information from the multidimensional space is retrieved. Further, the recommendation is generated based on the retrieved information. In addition, it is possible to generate a recommendation-specific query (440). This can be performed by generating the recommendation-specific query (440) to access a multidimensional cube and retrieve data stored therein. Then, the recommendation can be issued based on the data retrieved from the multidimensional cube.
    • 轮流处理,系统和计算机软件以利用使用多维数据(410)的至少一个推荐给一个或多个用户(420)和/或一个或多个应用(430)。 具体地,访问定义多维空间(400)的多维数据(410)。 多维空间(400)可以具有多于两个维度,每个维度能够提供可变信息。 然后,检索来自多维空间的信息。 此外,基于检索到的信息生成推荐。 此外,可以生成推荐特定查询(440)。 这可以通过生成用于访问多维立方体并检索存储在其中的数据的推荐特定查询(440)来执行。 然后,可以基于从多维立方体检索的数据来发布推荐。