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公开(公告)号：US20090254503A1
公开(公告)日：2009-10-08
申请号：US12062465
申请日：2008-04-03
申请人： Shlomo Hoory , Oded Margalit , Elad Yom-Tov
发明人： Shlomo Hoory , Oded Margalit , Elad Yom-Tov
IPC分类号： G06F17/00
CPC分类号： G06N5/022
摘要： A method and system for expertise extraction for an expert system, is provided. One implementation involves modeling active learning for interrogating an expert for knowledge as attributes of an n-dimensional hyper-cube where each attribute represents a possible output and every dimension represents a feature in a feature space; dividing the n-dimensional hyper-cube into m different attributes, each attribute representing a union of at most p cubes, wherein the n dimensions represent n boolean inputs and the m attributes represent m possible outputs; and discovering all possible outputs by querying a portion of the feature space for generating queries to an expert for all possible outputs, including obtaining at least one representative input for each of the m possible outputs, while using a limited number of queries to the hyper-cube.
摘要翻译： 提供了一种用于专家系统的专业知识提取的方法和系统。 一个实现涉及建模主动学习以询问知识专家作为n维超立方体的属性，其中每个属性表示可能的输出，并且每个维度表示特征空间中的特征; 将n维超立方体分成m个不同的属性，每个属性表示最多p个立方体的并集，其中n维表示n个布尔输入，m个属性表示m个可能的输出; 并且通过查询所述特征空间的一部分来发现所有可能的输出，用于为所有可能的输出产生对专家的查询，包括为所述m个可能输出中的每一个获得至少一个代表性输入， 立方体。
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公开(公告)号：US20120188898A1
公开(公告)日：2012-07-26
申请号：US13420629
申请日：2012-03-15
申请人： Yossi Richter , Elad Yom-Tov
发明人： Yossi Richter , Elad Yom-Tov
CPC分类号： H04W24/04
摘要： Determining a network transmitter that is more likely to cause handoff failures in a telecommunication service based on historical data records. The historical data records may be standard Call Data Records. A probability that a service provided by a first network transmitter will be handoffed to a second network transmitter is determined. An indication that a target network transmitter is overly busy is determined based on the number of failed services for each network transmitter that may handoff a service the target network transmitter and the probability that a service will be handoffed to the target network transmitter. Based on the indication, measures may be taken to increase quality level of the target network transmitter.
摘要翻译： 基于历史数据记录确定更有可能导致电信业务切换失败的网络发射机。 历史数据记录可以是标准的呼叫数据记录。 确定由第一网络发射机提供的服务将切换到第二网络发射机的概率。 基于对于可以切换目标网络发射机的服务的每个网络发射机的失败服务的数量以及服务将被切换到目标网络发射机的概率，确定目标网络发射机过度忙碌的指示。 根据指示，可采取措施提高目标网络发射机的质量水平。
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公开(公告)号：US20110184676A1
公开(公告)日：2011-07-28
申请号：US12836605
申请日：2010-07-15
CPC分类号： H04Q9/00 , H04Q2209/30 , H04Q2209/40 , H04Q2209/60 , H04Q2209/84
摘要： An advanced metering infrastructure comprises intermediate nodes. The intermediate nodes receive data from child nodes and aggregate the data according to groups of child nodes. The aggregation provides for a reduced version of the data. The reduction is performed based on groups determined by clustering. The reduced version of the data comprises data describing a group of measurements over time, such as a centroid in an n-dimension space, number of customers in the group, radius of the group and the like. The centroid may shift over time based on a consumption profile, such as low consumption at noon, and high consumption at evening. The consumption profiles may be determined in a learning phase, as well as shifting of centroids of each group over time.
摘要翻译： 先进的计量基础设施包括中间节点。 中间节点从子节点接收数据，并根据子节点组聚合数据。 聚合提供数据的缩减版本。 基于通过聚类确定的组来执行缩减。 数据的缩减版本包括描述一段时间内的一组测量的数据，例如n维空间中的质心，组中的客户数量，组的半径等。 中心可能会根据消费情况随时间而变化，例如中午消费低，晚上消费高。 消费概况可以在学习阶段确定，并且可以随着时间推移各组的质心。
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公开(公告)号：US20110181437A1
公开(公告)日：2011-07-28
申请号：US12836627
申请日：2010-07-15
CPC分类号： H04Q9/00 , H04Q2209/30 , H04Q2209/40 , H04Q2209/60 , H04Q2209/84
摘要： An advanced metering infrastructure comprises intermediate nodes. The intermediate nodes receive data from child nodes and relay a subset of the data that is not according to an expected value. The expected value may be determined based on a forecasting function computed based on past data. The expected value may be a spatial shape in an n-dimension space. A data not within the spatial shape may be considered not in accordance with the expected value. In some case, the spatial shape is defined by a centroid and a radius. The spatial shape may shift over time based on a consumption profile, such as low consumption at noon, and high consumption at evening. The consumption profiles may be determined in a learning phase, as well as shifting of spatial shapes of each group over time.
摘要翻译： 先进的计量基础设施包括中间节点。 中间节点从子节点接收数据，并中继不符合预期值的数据子集。 期望值可以基于基于过去数据计算的预测函数来确定。 期望值可以是n维空间中的空间形状。 不在空间形状内的数据可以被认为不符合预期值。 在某些情况下，空间形状由质心和半径定义。 空间形状可能会根据消费情况随时间而变化，例如中午消费低，晚上消费高。 消费概况可以在学习阶段中确定，并且可以随着时间推移各组的空间形状。
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公开(公告)号：US20070143765A1
公开(公告)日：2007-06-21
申请号：US11313395
申请日：2005-12-21
申请人： Yariv Aridor , Richard Harper , Elad Yom-Tov
发明人： Yariv Aridor , Richard Harper , Elad Yom-Tov
IPC分类号： G06F9/46
CPC分类号： G06F9/5027 , G06F9/5011 , G06F2209/503 , G06F2209/508
摘要： A method and system of resource allocation for execution of a job are provided. The method includes receiving feedback (134) regarding the execution of previously submitted jobs on one or more resource nodes (101-104), and estimating the resources required for execution of a submitted job based on the feedback (134) and the parameters of the job. One, or a plurality of resource nodes in parallel, having the estimated resources are allocated the job. The feedback may be implicit feedback indicating the success or failure of the execution of a job. The one or more resource nodes (101-104) allocated for execution of a job may have less than a user requested resource allocation for the job.
摘要翻译： 提供了用于执行作业的资源分配的方法和系统。 该方法包括接收关于在一个或多个资源节点（101-104）上执行先前提交的作业的反馈（134），以及基于反馈（134）和所述参数来估计执行所提交作业所需的资源 工作。 将具有估计资源的并行的一个或多个资源节点分配给该作业。 反馈可以是表示作业的执行成功或失败的隐含反馈。 分配用于执行作业的一个或多个资源节点（101-104）可以具有小于作业的用户请求的资源分配。
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公开(公告)号：US20070050755A1
公开(公告)日：2007-03-01
申请号：US11210922
申请日：2005-08-24
申请人： Boaz Mizrachi , Shmuel Ur , Elad Yom-Tov
发明人： Boaz Mizrachi , Shmuel Ur , Elad Yom-Tov
IPC分类号： G06F9/44
CPC分类号： G06F21/55 , G06F2221/2101
摘要： A method, apparatus and system for identification of input sequences is provided. The method monitors a plurality of commands received by an input device of a computer, analyzes the commands to identify a sequence thereof, and responsive to the identification of the sequence, determines a response action for execution by the computer. The apparatus includes a sequence tracker unit to track a selected sequence for identification from a plurality of commands received by an input device, a logic unit to analyze the selected sequence, a first database of a plurality of identified sequences, each of the identified sequences are coupled to at least one known response action, and a response action determination unit to determine a response action to the selected sequence, if the selected sequence is not coupled to the known response action in the database, or if the selected sequence is couple to a plurality of known response actions.
摘要翻译： 提供了用于识别输入序列的方法，装置和系统。 该方法监视由计算机的输入设备接收的多个命令，分析命令以识别其序列，并且响应于序列的识别，确定由计算机执行的响应动作。 该装置包括：序列跟踪单元，用于根据由输入装置接收的多个命令跟踪所选择的序列进行识别;逻辑单元，用于分析所选择的序列，多个识别序列的第一数据库，每个识别的序列是 耦合到至少一个已知的响应动作，以及响应动作确定单元，用于确定对所选序列的响应动作，如果所选择的序列未耦合到数据库中的已知响应动作，或者如果选择的序列耦合到 多个已知的响应动作。
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公开(公告)号：US20060085399A1
公开(公告)日：2006-04-20
申请号：US10968692
申请日：2004-10-19
申请人： David Carmel , Lawrence Darlow , Shai Fine , Elad Yom-Tov
发明人： David Carmel , Lawrence Darlow , Shai Fine , Elad Yom-Tov
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , Y10S707/957 , Y10S707/99932 , Y10S707/99933
摘要： A query difficulty prediction unit includes a query difficulty predictor to determine the extent of overlap between query documents received from a search engine operating on an input query and sub-query documents received from the search engine operating on sub-queries of the input query. The unit generates a query difficulty prediction from the extent of overlap.
摘要翻译： 查询难度预测单元包括查询难度预测器，用于确定从在输入查询上操作的搜索引擎接收的查询文档与从输入查询的子查询操作的搜索引擎接收到的子查询文档之间的重叠程度。 该单元从重叠的程度产生查询难度预测。
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公开(公告)号：US08762309B2
公开(公告)日：2014-06-24
申请号：US13436948
申请日：2012-04-01
申请人： Zorik Machulsky , Elad Yom-Tov , Aviad Zlotnick
发明人： Zorik Machulsky , Elad Yom-Tov , Aviad Zlotnick
CPC分类号： G06F3/0604 , G06F3/0653 , G06F3/0659 , G06F3/0671 , G06N99/005
摘要： Systems and methods for generating a storage policy for a storage system are provided. The method comprises receiving a target function applicable to a storage system having one or more data storage mediums, wherein the target function represents values for storage parameters associated with productivity or loss tolerance in the storage system; implementing one or more simulation rules according to the received target function; generating one or more storage operation requests to access data on said one or more data storage mediums based on said one or more simulation rules; submitting said one or more storage operation requests to the storage system for processing; analyzing simulation results obtained for the storage system, in response to the storage system processing said one or more storage operation requests; and generating one or more storage policies, by a machine learning entity, in response to analyzing the simulation results.
摘要翻译： 提供了用于为存储系统生成存储策略的系统和方法。 该方法包括接收适用于具有一个或多个数据存储介质的存储系统的目标函数，其中目标函数表示与存储系统中的生产率或损失容限相关联的存储参数的值; 根据接收到的目标功能实现一个或多个仿真规则; 基于所述一个或多个仿真规则产生一个或多个存储操作请求以访问所述一个或多个数据存储介质上的数据; 将所述一个或多个存储操作请求提交给所述存储系统进行处理; 分析针对所述存储系统获得的仿真结果，响应于所述存储系统处理所述一个或多个存储操作请求; 以及响应于分析所述模拟结果，由机器学习实体生成一个或多个存储策略。
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公开(公告)号：US08447308B2
公开(公告)日：2013-05-21
申请号：US13420629
申请日：2012-03-15
申请人： Yossi Richter , Elad Yom-Tov
发明人： Yossi Richter , Elad Yom-Tov
IPC分类号： H04W36/00
CPC分类号： H04W24/04
摘要： Determining a network transmitter that is more likely to cause handoff failures in a telecommunication service based on historical data records. The historical data records may be standard Call Data Records. A probability that a service provided by a first network transmitter will be handoffed to a second network transmitter is determined. An indication that a target network transmitter is overly busy is determined based on the number of failed services for each network transmitter that may handoff a service the target network transmitter and the probability that a service will be handoffed to the target network transmitter. Based on the indication, measures may be taken to increase quality level of the target network transmitter.
摘要翻译： 基于历史数据记录确定更有可能导致电信业务切换失败的网络发射机。 历史数据记录可以是标准的呼叫数据记录。 确定由第一网络发射机提供的服务将切换到第二网络发射机的概率。 基于对于可以切换目标网络发射机的服务的每个网络发射机的失败服务的数量以及服务将被切换到目标网络发射机的概率，确定目标网络发射机过度忙碌的指示。 根据指示，可采取措施提高目标网络发射机的质量水平。
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公开(公告)号：US08213938B2
公开(公告)日：2012-07-03
申请号：US12485946
申请日：2009-06-17
申请人： Yossi Richter , Elad Yom-Tov
发明人： Yossi Richter , Elad Yom-Tov
IPC分类号： H04W36/00
CPC分类号： H04W24/04
摘要： Determining a network transmitter that is more likely to cause handoff failures in a telecommunication service based on historical data records. The historical data records may be standard Call Data Records. A probability that a service provided by a first network transmitter will be handoffed to a second network transmitter is determined. An indication that a target network transmitter is overly busy is determined based on the number of failed services for each network transmitter that may handoff a service the target network transmitter and the probability that a service will be handoffed to the target network transmitter. Based on the indication, measures may be taken to increase quality level of the target network transmitter.
摘要翻译： 基于历史数据记录确定更有可能导致电信业务切换失败的网络发射机。 历史数据记录可以是标准的呼叫数据记录。 确定由第一网络发射机提供的服务将切换到第二网络发射机的概率。 基于对于可以切换目标网络发射机的服务的每个网络发射机的失败服务的数量以及服务将被切换到目标网络发射机的概率，确定目标网络发射机过度忙碌的指示。 根据指示，可采取措施提高目标网络发射机的质量水平。
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