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CREATION OF NEURO-FUZZY EXPERT SYSTEM FROM ONLINE ANALYTICAL PROCESSING (OLAP) TOOLS

机译:从在线分析处理(OLAP)工具创建神经模糊专家系统

摘要

A method for automatic generation of a Neuro-Fuzzy Expert System (Fuzzy Logic Expert System implemented as a Neural Network) from data. The method comprising a Data Interface allowing description of location, type, and structure of the Data. The Interface also allows designation of input attributes and output attributes in the Data Structure; automatic Neuro-Fuzzy Expert System generation driven by the Data; Training of the Expert System's Neural Network on the Data and the presentation of results which include new knowledge embedded in the parameters and structure of the trained Neuro-Fuzzy Expert System to a user.
机译:一种从数据自动生成神经模糊专家系统(实现为神经网络的模糊逻辑专家系统)的方法。该方法包括允许描述数据的位置,类型和结构的数据接口。该接口还允许在数据结构中指定输入属性和输出属性。由数据驱动的自动神经模糊专家系统生成;对专家系统的神经网络进行数据培训,并向用户展示结果,包括将新知识嵌入到经过培训的Neuro-Fuzzy专家系统的参数和结构中。

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