CAJ | 학술논문

针对序列类数据不能直接与区间类数据进行关联的问题，提出了基于频率分布函数的序列、区间异类数据关联算法。对序列类数据进行频数计算形成频率分布函数，利用检测门限进行频数点检测，将通过检测的频数点作为区间中点，计算每个频数点的初始方差形成区间端点，最后形成一组区间，实现了利用区间数据表示序列类数据的目的。再根据区间多属性关联的方法计算区间关联度，以关联度作为指标进行数据关联。仿真实验验证了该算法对序列、区间异类数据关联的有效性，得到了满意的关联结果。
침대서렬류수거불능직접여구간류수거진행관련적문제，제출료기우빈솔분포함수적서렬、구간이류수거관련산법。대서렬류수거진행빈수계산형성빈솔분포함수，이용검측문한진행빈수점검측，장통과검측적빈수점작위구간중점，계산매개빈수점적초시방차형성구간단점，최후형성일조구간，실현료이용구간수거표시서렬류수거적목적。재근거구간다속성관련적방법계산구간관련도，이관련도작위지표진행수거관련。방진실험험증료해산법대서렬、구간이류수거관련적유효성，득도료만의적관련결과。
An asynchronous data association algorithm based on frequency distribution function for se-quence and interval data is proposed to solve the problem that the sequence data and the interval data could not be associated directly.This algorithm counts the possible values of the sequence data approximately and forms the frequency distribution function.Then the possible values are detected with the threshold and the values which satisfies the threshold are selected as the middle point of the interval.The variance is computed as the distance between the middle point and the interval endpoint.In this way,the sequence data can be ex-pressed by the interval number,achieving the asynchronous data homotype.Finally,the degree of interval association is calculated according to the multi-attribute interval association method,which can be used as the index for association.Simulation experiments show that the proposed algorithm can associate the sequence data and the interval data effectively and get the satisfied association result.