文献记录(part104)--Distance-Based Outlier Detection: Consolidation and Renewed Bearing

学习笔记，仅供参考，有错必纠

文章目录

Distance-Based Outlier Detection: Consolidation and Renewed Bearing
- 摘要
- INTRODUCTION
- BACKGROUND
- - Problem Definition
  - Canonical Algorithm

Distance-Based Outlier Detection: Consolidation and Renewed Bearing

摘要

检测数据中的异常值是一个重要的问题，在从数据清理到财务欺诈检测、从网络入侵检测到疾病临床诊断的无数领域中都有有趣的应用。在过去十年的研究中，基于距离的离群点检测算法已经成为一种可行的、可扩展的、无参数的替代传统统计方法。

本文对几种基于距离的离群点检测方法进行了评估。我们首先调查和检查现有方法的设计，同时确定这些方法的

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文献记录(part104)--Distance-Based Outlier Detection: Consolidation and Renewed Bearing

文章目录

Distance-Based Outlier Detection: Consolidation and Renewed Bearing

摘要

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