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METHOD, IMPLEMENTED BY COMPUTER, FOR SEARCHING FOR RULES OF ASSOCIATION IN A DATABASE

机译:由计算机实现的在数据库中搜索关联规则的方法

摘要

The invention pertains to a method, implemented by a processing unit of a computer and/or by a programmable or reprogrammable logic circuit, for searching for rules of association in a database. The database comprises a list of instances each exhibiting a set of real numerical values taken by a predetermined number of variables. The method comprises the following steps: - the selection (20) of a set of NI input variables from among the variables of the list of instances, said set of NI variables defining a space of dimension NI; and the selection (22) of an output variable from among the remaining variables; - the ordering (24), for each input variable of the selected list of instances, of the numerical values of the instances for this variable, each instance then being defined by a set of ranks, and being represented by a point in said space of dimension NI; - the definition (26) of at least one modality for the selected output variable; - the exploration (32), in sub-spaces of the space of dimension NI, of right convex regions; - the selection (34), from among said explored right convex regions, of regions of interest.
机译:本发明涉及一种由计算机的处理单元和/或由可编程或可重新编程的逻辑电路实现的,用于在数据库中搜索关联规则的方法。该数据库包括实例列表,每个实例展示由预定数量的变量获取的一组实数值。该方法包括以下步骤:-从实例列表的变量中选择一组NI输入变量(20),所述一组NI变量定义维度NI的空间;以及以及从其余变量中选择输出变量(22); -对于所选实例列表的每个输入变量,对该变量的实例的数值进行排序(24),然后由一组等级定义每个实例,并由所述空间的一个点表示NI尺寸; -所选输出变量的至少一种模态的定义(26); -在尺寸NI的子空间中探索右凸区域的探索(32); -从所述探索的右凸区域中选择感兴趣区域(34)。

著录项

  • 公开/公告号WO2018206871A1

    专利类型

  • 公开/公告日2018-11-15

    原文格式PDF

  • 申请/专利权人 QUANTICS TECHNOLOGIES;

    申请/专利号WO2018FR50965

  • 发明设计人 MARTINETTI STÉPHANE;

    申请日2018-04-17

  • 分类号G06N5/02;

  • 国家 WO

  • 入库时间 2022-08-21 11:58:12

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