Outlier Mining Algorithm Based on Cloud Model

LI Lei; PENG Yong

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Outlier Mining Algorithm Based on Cloud Model

更新时间：2026-09-04

- Outlier Mining Algorithm Based on Cloud Model
- Vol. 30, Issue 8, Pages: 82-85(2013)
- 作者机构：
  
  1. 江南大学物联网工程学院,江苏,无锡,214122
  2. 江南大学轻工过程先进控制教育部重点实验室机构,江苏,无锡,214122
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2013
- 稿件说明：
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李磊, 彭勇. 基于云模型的异常挖掘算法[J]. 微电子学与计算机, 2013, 30(8): 82-85.

LI Lei, PENG Yong. Outlier Mining Algorithm Based on Cloud Model[J]. 2013, 30(8): 82-85.
李磊, 彭勇. 基于云模型的异常挖掘算法[J]. 微电子学与计算机, 2013, 30(8): 82-85. DOI：

LI Lei, PENG Yong. Outlier Mining Algorithm Based on Cloud Model[J]. 2013, 30(8): 82-85. DOI：

摘要

针对基于距离的异常挖掘算法对混合属性数据进行异常挖掘时检测率低的问题，引入概率的思想提出基于云模型的差异度计算公式，并设计了基于云模型的异常挖掘算法，实验结果表明该算法检测率高，误报率低。

Abstract

According to the problem of low detection rate for mixed value data outlier mining based on the distance of the outlier mining.By introducing probability idea

put forward a difference degree calculation formula and outlier mining algorithm based on cloud model.The experimental results show that this algorithm has a high detect rate and the distorting rate is lower.

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