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    • 4. 发明授权
    • Distributed methodology for approximate event counting
    • 近似事件计数的分布式方法
    • US08510432B2
    • 2013-08-13
    • US12822842
    • 2010-06-24
    • Partha BhattacharyaSheng ChenHongbo Zhu
    • Partha BhattacharyaSheng ChenHongbo Zhu
    • G06F15/173
    • H04L41/069
    • In a method and system for aggregating event information, events are received at a first plurality of nodes in a distributed system. For the events received at each node aggregated attribute information is determined in accordance with two or more rules and stored in distinct first tables, each table storing aggregated attribute information for a respective rule of the two or more rules. At each node of the first plurality of nodes, the two or more distinct first tables are transmitted to a respective node of a second set of nodes in the distributed system. At each node of the second set of nodes, two or more distinct second tables are generated by merging the aggregated attribute information in the tables transmitted to the node. Each rule of the two or more rules is evaluating using the aggregated attribute information obtained from a corresponding table of the second tables.
    • 在用于聚合事件信息的方法和系统中,在分布式系统中的第一多个节点处接收事件。 对于在每个节点接收到的事件,根据两个或更多个规则确定聚合属性信息并存储在不同的第一表中,每个表存储用于两个或更多个规则的相应规则的聚合属性信息。 在第一多个节点的每个节点处,两个或多个不同的第一表被发送到分布式系统中的第二组节点的相应节点。 在第二组节点的每个节点处,通过将发送到节点的表中的聚合属性信息合并来生成两个或更多个不同的第二表。 两个或多个规则的每个规则是使用从第二个表的相应表获得的聚合属性信息进行评估。
    • 5. 发明申请
    • COST-SENSITIVE ALTERNATING DECISION TREES FOR RECORD LINKAGE
    • 用于记录链接的成本敏感交替决定条
    • US20120278263A1
    • 2012-11-01
    • US13281383
    • 2011-10-25
    • Andrew BorthwickSheng Chen
    • Andrew BorthwickSheng Chen
    • G06F15/18
    • G06F17/30303G06K9/6256G06N5/025G06N7/005G06N99/005
    • Record Linkage (RL) is the task of identifying two or more records referring to the same entity (e.g., a person, a company, etc.). RL models can be based on Cost Sensitive Alternating Decision Trees (ADTree), an algorithm that uniquely combines boosting and decision trees algorithms to create shorter and easier-to-interpret linking rules. These models can be naturally trained to operate at industrial precision/recall operating points, and the shorter output rules are so clear that it can effectively explain its decisions to non-technical users via score aggregation or visualization. The models significantly outperform other baselines on the desired industrial operating points, and the improved understanding of the model's decisions led to faster debugging and feature development cycles.
    • 记录链接(RL)是识别引用相同实体(例如,个人,公司等)的两个或多个记录的任务。 RL模型可以基于成本敏感交替决策树(ADTree),该算法独特地结合了增强和决策树算法来创建更短和更容易解释的链接规则。 这些模型可以被自然地训练在工业精度/回收操作点上进行操作,而较短的输出规则是如此清楚,它可以通过分数聚合或可视化来有效地向非技术用户解释其决策。 这些模型在所需的工业操作点上显着优于其他基准,并且对模型决策的更好理解导致更快的调试和功能开发周期。
    • 6. 发明授权
    • Method of configuring an adaptive module for an offline charging system
    • 为离线收费系统配置自适应模块的方法
    • US08260255B2
    • 2012-09-04
    • US11798701
    • 2007-05-16
    • Yigang CaiChun Guang XuSheng ChenHong Wei Sun
    • Yigang CaiChun Guang XuSheng ChenHong Wei Sun
    • H04M11/00
    • H04L12/14H04L12/1403H04L12/1485
    • In an example method of configuring an adaptive module for an offline charging system, a selection is received which selects one of a plurality of charging functions. In an example, the selection is received in response to a user prompt. In another example, the plurality of charging functions includes a charging data function (CDF), a charging gateway function (CGF), an integrated CDF/CGF without Ga interface support and an integrated CDF/CGF with Ga interface support. An adaptive module is configured to conform with the selected charging function. The adaptive module has the capacity to conform to any one of the plurality of charging functions. For example, the adaptive module includes a number of program modules and the configuring step selects which of the program modules are enabled and an order in which the enabled program modules are to be executed. The configured adaptive module is executed at a physical entity (e.g., a CDF, a CGF, etc.) within the offline charging system.
    • 在为离线计费系统配置自适应模块的示例性方法中,接收到选择多个计费功能中的一个的选择。 在一个示例中,响应于用户提示接收选择。 在另一示例中,多个充电功能包括充电数据功能(CDF),充电网关功能(CGF),没有Ga接口支持的集成CDF / CGF和具有Ga接口支持的集成CDF / CGF。 自适应模块被配置为符合所选择的充电功能。 自适应模块具有符合多个充电功能中的任何一个的能力。 例如,自适应模块包括多个程序模块,并且配置步骤选择启用程序模块中的哪一个以及要执行启用的程序模块的顺序。 配置的自适应模块在离线计费系统内的物理实体(例如,CDF,CGF等)处执行。
    • 8. 发明申请
    • Distributed Methodology for Approximate Event Counting
    • 近似事件计数的分布式方法
    • US20100332652A1
    • 2010-12-30
    • US12822842
    • 2010-06-24
    • Partha BhattacharyaSheng ChenHongbo Zhu
    • Partha BhattacharyaSheng ChenHongbo Zhu
    • G06N5/02G06F15/173G06F17/00
    • H04L41/069
    • In a method and system for aggregating event information, events are received at a first plurality of nodes in a distributed system. For the events received at each node aggregated attribute information is determined in accordance with two or more rules and stored in distinct first tables, each table storing aggregated attribute information for a respective rule of the two or more rules. At each node of the first plurality of nodes, the two or more distinct first tables are transmitted to a respective node of a second set of nodes in the distributed system. At each node of the second set of nodes, two or more distinct second tables are generated by merging the aggregated attribute information in the tables transmitted to the node. Each rule of the two or more rules is evaluating using the aggregated attribute information obtained from a corresponding table of the second tables.
    • 在用于聚合事件信息的方法和系统中,在分布式系统中的第一多个节点处接收事件。 对于在每个节点接收到的事件,根据两个或更多个规则确定聚合属性信息并存储在不同的第一表中,每个表存储用于两个或更多个规则的相应规则的聚合属性信息。 在第一多个节点的每个节点处,两个或多个不同的第一表被发送到分布式系统中的第二组节点的相应节点。 在第二组节点的每个节点处,通过将发送到节点的表中的聚合属性信息合并来生成两个或更多个不同的第二表。 两个或多个规则的每个规则是使用从第二个表的相应表获得的聚合属性信息进行评估。
    • 9. 发明申请
    • A versatile electrochemical sensor for sensing fuel concentration in an aqueous solution
    • 用于检测水溶液中燃料浓度的多功能电化学传感器
    • US20060272943A1
    • 2006-12-07
    • US10908990
    • 2005-06-03
    • Chun Ching ChienKing JengShean ChiouSu LinWan HuangSheng Chen
    • Chun Ching ChienKing JengShean ChiouSu LinWan HuangSheng Chen
    • G01N27/26
    • G01N33/22H01M4/8605H01M8/0247H01M8/04186H01M8/04194H01M8/1011Y02E60/523
    • A simple fuel cell-type electrochemical sensor for sensing the concentration of a specific fuel, e.g., methanol, ethanol, formic acid, sodium borohydride, etc., prepared in an aqueous solution is developed. The sensor is mainly composed of a membrane electrode assembly (MEA), which is made by hot pressing a piece of electro catalytic anode and a piece of electro catalytic cathode on each side of a proton exchange membrane (PEM), such as Nafion® 117. It is uniquely designed to have an anode size much smaller than that of the cathode and utilizes ambient air as an oxidant. The innovative approach is to ensure the fuel diffused to the anode/membrane interface can be totally reacted so as to eliminate the interferences of fuel crossover and enhance output signal. Thus, the measured sensor current reflects the concentration of diffusion-limited fuel at the membrane/electrode interface, which is proportional to fuel concentration in the bulk. It can be easily operated in a passive mode as well as in an active mode with aqueous fuel solution under a stagnant or a flowing condition. The applications include uses in fuel cell systems, such as direct methanol fuel cell systems, for sensing and monitoring fuel concentration in an aqueous solution.
    • 开发了用于感测在水溶液中制备的特定燃料(例如甲醇,乙醇,甲酸,硼氢化钠等)的浓度的简单燃料电池型电化学传感器。 该传感器主要由膜电极组件(MEA)组成,该膜电极组件通过热电催化阳极和质子交换膜(PEM)两侧的电催化阴极(如Nafion(R) )117.其独特设计为具有比阴极尺寸小得多的阳极尺寸,并且利用环境空气作为氧化剂。 创新的方法是确保扩散到阳极/膜界面的燃料可以完全反应,以消除燃料交叉的干扰并增强输出信号。 因此,测量的传感器电流反映了膜/电极界面处的扩散受限燃料的浓度,其与体积中的燃料浓度成比例。 在惰性或流动状态下,它可以容易地在被动模式以及活性模式下与含水燃料溶液一起操作。 这些应用包括用于燃料电池系统,例如直接甲醇燃料电池系统,用于感测和监测水溶液中的燃料浓度。