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    • 1. 发明授权
    • Classification of a document according to a weighted search tree created by genetic algorithms
    • 根据由遗传算法创建的加权搜索树的文档分类
    • US08639643B2
    • 2014-01-28
    • US13119936
    • 2008-10-31
    • Ren WuSheng-Wen YangYuhong XiongLi Zhang
    • Ren WuSheng-Wen YangYuhong XiongLi Zhang
    • G06F15/18G06N3/00G06N3/12
    • G06F17/30707
    • A device for classifying a document comprises a module to generate a data tree structure and configured to assign terms to a first plurality of nodes of the data tree structure, where each of the first plurality of nodes is assigned a weight. In assigning the weights of the first plurality of nodes, a first generation of combinations of possible weights assignable as the weights of the first plurality of nodes is obtained, and a second generation of combinations of possible weights assignable as the weights of the first plurality of nodes is obtained by performing the genetic algorithms in the first generation of combinations of possible weights. The device determines whether the document is in a document class based at least the weights of the first plurality of nodes.
    • 用于对文档进行分类的设备包括用于生成数据树结构并被配置为向数据树结构的第一多个节点分配术语的模块,其中第一多个节点中的每一个被分配权重。 在分配第一多个节点的权重时,获得可分配为第一多个节点的权重的可能权重的组合的第一代,以及可分配的可能权重的组合的第二代,可分配为第一多个节点的权重 通过在第一代可能权重的组合中执行遗传算法来获得节点。 该装置至少基于第一多个节点的权重来确定文档是否在文档类中。
    • 2. 发明申请
    • CLASSIFICATION OF A DOCUMENT ACCORDING TO A WEIGHTED SEARCH TREE CREATED BY GENETIC ALGORITHMS
    • 根据遗传算法创建的加权搜索树的文档分类
    • US20110173145A1
    • 2011-07-14
    • US13119936
    • 2008-10-31
    • Ren WuShengwen YangYuhong XiongLi Zhang
    • Ren WuShengwen YangYuhong XiongLi Zhang
    • G06N3/12
    • G06F17/30707
    • A device for classifying a document comprises a module to generate a data tree structure and configured to assign terms to a first plurality of nodes of the data tree structure, where each of the first plurality of nodes is assigned a weight. In assigning the weights of the first plurality of nodes, a first generation of combinations of possible weights assignable as the weights of the first plurality of nodes is obtained, and a second generation of combinations of possible weights assignable as the weights of the first plurality of nodes is obtained by performing the genetic algorithms in the first generation of combinations of possible weights. The device determines whether the document is in a document class based at least the weights of the first plurality of nodes.
    • 用于对文档进行分类的设备包括用于生成数据树结构并被配置为向数据树结构的第一多个节点分配术语的模块,其中第一多个节点中的每一个被分配权重。 在分配第一多个节点的权重时,获得可分配为第一多个节点的权重的可能权重的组合的第一代,以及可分配的可能权重的组合的第二代,可分配为第一多个节点的权重 通过在第一代可能权重的组合中执行遗传算法来获得节点。 该装置至少基于第一多个节点的权重来确定文档是否在文档类中。
    • 6. 发明申请
    • MANAGING MEMORY
    • 管理记忆
    • US20130290636A1
    • 2013-10-31
    • US13459362
    • 2012-04-30
    • Qiming ChenRen WuMeichun Hsu
    • Qiming ChenRen WuMeichun Hsu
    • G06F12/08
    • G06F12/123G06F12/0811G06F12/0871G06F2212/152G06F2212/284G06F2212/314H04L67/2842
    • Methods, and apparatus to cause performance of such methods, for managing memory. The methods include requesting a particular unit of data from a first level of memory. If the particular unit of data is not available from the first level of memory, the methods further include determining whether a free unit of data exists in the first level of memory, evicting a unit of data from the first level of memory if a free unit of data does not exist in the first level of memory, and requesting the particular unit of data from a second level of memory. If the particular unit of data is not available from the second level of memory, the methods further include reading the particular unit of data from a third level of memory. The methods still further include writing the particular unit of data to the first level of memory.
    • 用于执行这些方法的方法和装置,用于管理存储器。 所述方法包括从第一级存储器请求特定数据单元。 如果数据的特定单元不能从第一级存储器获得,则所述方法还包括确定存储器的第一级是否存在空闲数据单元,如果存储器的空闲单元从第一级存储器驱逐数据单元 的数据在第一级存储器中不存在,并从第二级存储器请求特定数据单元。 如果特定的数据单元不能从第二级存储器获得,则该方法还包括从第三层存储器读取特定的数据单元。 该方法还包括将特定数据单元写入第一级存储器。
    • 7. 发明申请
    • MULTIPLE PROCESSING CORE DATA SORTING
    • 多处理核心数据分配
    • US20110055492A1
    • 2011-03-03
    • US12553883
    • 2009-09-03
    • Ren WuBin ZhangMeichun Hsu
    • Ren WuBin ZhangMeichun Hsu
    • G06F12/10
    • G06F9/5066G06F7/24
    • Sorting data using a multi-core processing system is disclosed. An unsorted data set is copied from a global memory device to a shared memory device. The global memory device can store data sets for the multi-core processing system. The shared memory device can store unsorted data sets for sorting. The unsorted data set can include a plurality of data elements. The unsorted data set can be sorted into sorted data in parallel on the shared memory device using a cluster of processors of the multi-core processing system. The cluster of processors may include at least as many processors as a number of the data elements in the unsorted data set. The sorted data can be copied from the shared memory device to the global memory device.
    • 公开了使用多核处理系统对数据进行排序。 将未分类的数据集从全局存储设备复制到共享存储器设备。 全局存储设备可以存储多核处理系统的数据集。 共享内存设备可以存储未排序的数据集进行排序。 未排序的数据集可以包括多个数据元素。 未分类数据集可以使用多核处理系统的一组处理器在共享存储设备上并行分类为排序数据。 处理器集群可以包括至少与未排序的数据集中的数据元素的数量一样多的处理器。 分类数据可以从共享存储设备复制到全局存储设备。
    • 8. 发明申请
    • Taste-sensing mixture and a taste sensor and a taste-sensing system using the same
    • 味道感觉混合物和味觉感应器以及使用它的味觉感测系统
    • US20060147345A1
    • 2006-07-06
    • US11090220
    • 2005-03-28
    • Horn ChenRen WuHung ChenChuen Liu
    • Horn ChenRen WuHung ChenChuen Liu
    • G01N27/02
    • G01N27/07
    • The present invention discloses a taste-sensing mixture, a taste sensor and a taste-sensing system using the same, which measures the conductivity of a solution and analyzes the measuring result by the principle component analysis to differentiate the taste of the solution. The taste-sensing mixture comprises a carrier and a dispersant dispersed in the carrier. Preferably, the carrier is selected from the group consisting of conductive polymer, salt compound and alkene polymer, while the dispersant is selected from the group consisting of alcohol and gel. The alkene polymer is selected from the group consisting of polyvinyl alcohol, polyethylene oxide and polystyrene, the alcohol is selected from the group consisting of glycerol, methanol and ethanol, the conductive polymer can be polypyrrole or polyaniline, the salt compound can be sodium chloride or sodium potassium, and the gel can be agar.
    • 本发明公开了一种味觉感应混合物,味觉传感器和使用该味觉感测系统的味觉感测系统,其测量溶液的电导率,并通过主成分分析分析测量结果以区分溶液的味道。 味觉感测混合物包含分散在载体中的载体和分散剂。 优选地,载体选自导电聚合物,盐化合物和烯烃聚合物,而分散剂选自醇和凝胶。 烯烃聚合物选自聚乙烯醇,聚环氧乙烷和聚苯乙烯,醇选自甘油,甲醇和乙醇,导电聚合物可以是聚吡咯或聚苯胺,盐化合物可以是氯化钠或 钠钾,凝胶可以是琼脂。
    • 10. 发明授权
    • Method and system for blocking data on a GPU
    • 用于阻止GPU上的数据的方法和系统
    • US08400458B2
    • 2013-03-19
    • US12556401
    • 2009-09-09
    • Ren WuBin ZhangMeichun Hsu
    • Ren WuBin ZhangMeichun Hsu
    • G06F15/80
    • G06F15/8023G06T1/00
    • A method is provided for optimizing computer processes executing on a graphics processing unit (GPU) and a central processing unit (CPU). Process data is subdivided into sequentially processed data and parallel processed data. The parallel processed data is subdivided into a plurality of data blocks assigned to a plurality of processing cores of the GPU. The data blocks on the GPU are processed with other data blocks in parallel on the plurality of processing cores. Sequentially processed data is processed on the CPU. Result data processed on the CPU is returned.
    • 提供了一种用于优化在图形处理单元(GPU)和中央处理单元(CPU)上执行的计算机处理的方法。 过程数据被细分为顺序处理的数据和并行处理的数据。 并行处理的数据被细分为分配给GPU的多个处理核心的多个数据块。 GPU上的数据块在多个处理核上并行处理与其他数据块。 在CPU上处理顺序处理的数据。 返回CPU处理的结果数据。