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离群点

网络outlier; outliers

离群点

离群点

离群点

outlier

离群点（outlier）是指数值中，远离数值的一般水平的极端大值和极端小值。因此，也称之为歧异值，有时也称其为野值。

outliers

如果数据点不存在离群点（outliers），那么该方法总是会显示其简单粗暴的一面。我们可以把最小二乘的过程用矩阵的形式描 …

1

Experiments on real world dataset show that this novel approach is quiet promising both on its rationality and effectivity .

实验结果表明了提出的关于离群点定义的合理性和算法的有效性。

4

10

Experimental results show that the proposed AEPSVR can reduce the affect of outliers , and have the very good generalization capability .

实验表明，该支撑向量回归机 AEPSVR 能显著地降低离群点的影响，具有良好的泛化性能。

11

High-dimensional outlier mining is an important branch in the field of data mining .

高维数据空间的离群点检测是数据挖掘的一个重要的分支。

12

A method of density-based local outlier mining method is proposed.

给出一种基于密度的局部离群点挖掘方法。

14

Implementation of Density-based Outlier Detection in High-dimensional Space

高维空间下基于密度的离群点探测算法实现

15

A Fast Outlier Detection Algorithm for High Dimensional Categorical Data Streams

高维类别属性数据流离群点快速检测算法

16

New Approach of Spatial Outliers Measurement and Detection in Spatial Databases

空间数据库中离群点的度量与查找新方法

17

The Detection Methods of Outlier in Partial Least Squares Regression

偏最小二乘回归的离群点检测方法

18

Study on Algorithm for Rough Set-Based Outlier Detection in High Dimension Space

基于粗糙集的高维空间离群点发现算法研究

19

Image Denoising Via Outlier Pixel Detection

基于离群点检测的图形图象噪声滤除算法

20

Study on Algorithms for Local Outlier Detection

局部离群点挖掘算法研究

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