CAJ | 학술논문

粗糙集理论作为一种智能数据分析和数据挖掘的新的数学工具,其主要优点在于它不需要任何关于被处理数据的先验或额外知识.提出了一种基于粗糙集理论的智能数据分析模型,从目标数据集出发,通过数据预处理、数据分类和规则获取,实现对原始数据集的智能分析,并通过实例测试验证了该模型的有效性.
조조집이론작위일충지능수거분석화수거알굴적신적수학공구,기주요우점재우타불수요임하관우피처리수거적선험혹액외지식.제출료일충기우조조집이론적지능수거분석모형,종목표수거집출발,통과수거예처리、수거분류화규칙획취,실현대원시수거집적지능분석,병통과실례측시험증료해모형적유효성.
Rough set theory is a new mathematical tool for intelligent data analysis and data mining, the main advantage of which is that it doesn＇t require any prior or additional knowledge about the data. Intelligent data analysis model based on rough set theory is proposed. It starts from target data set and accomplishes intelligent analysis to initial data by data preprocessing, data classification and rule acquistion. Moreover, the validity of the proposed model is showed through the rest on instance.