Title
An Efficient Density-Based Local Outlier Detection Approach for Scattered Data.
Abstract
After the local outlier factor was first proposed, there is a large family of local outlier detection approaches derived from it. Since the existing approaches only focus on the extent of overall separation between an object and its neighbors, and ignore the degree of dispersion between them, the precision of these approaches will be affected by various degrees in the scattered datasets. In additi...
Year
DOI
Venue
2019
10.1109/ACCESS.2018.2886197
IEEE Access
Keywords
Field
DocType
Outlier detection,local outlier factor,neighborhood variance,rough clustering,scattered dataset
Local outlier factor,Anomaly detection,Data mining,Computer science,Outlier,Cluster analysis,Nearest neighbor search,Distributed computing
Journal
Volume
ISSN
Citations 
7
2169-3536
1
PageRank 
References 
Authors
0.36
0
7
Name
Order
Citations
PageRank
Shubin Su153.16
Limin Xiao210728.51
Li Ruan312325.10
Fei Gu442.13
shupan li583.71
Zhaokai Wang621.39
Rongbin Xu73710.01