An improved distance-based outliers detection algorithm

被引：0
|
作者：
Tian, Sheng-wen [1 ]
Huang, Ming-ming [1 ]
机构：
[1] Ludong Univ, Sch Comp Sci & Technol, Yantai 264025, Peoples R China
来源：
General System and Control System, Vol I | 2007年
关键词：
outlier detection; distance-based; cell-based; improving;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Outliers detection has always been an important and meaningful research field in Knowledge Discovery in Databases (KDD), such as credit card fraud, intrusion detection, etc. After analyzing existing cell-based outliers detection algorithms, this paper proposes an improved algorithm. The algorithm reduces the immediate distance compute between objects, and improves the efficiency and the practicability.
引用
收藏
页码：270 / 273
页数：4
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