Designing a Streaming Algorithm for Outlier Detection in Data Mining—An Incrementa Approach

To design an algorithm for detecting outliers over streaming data has become an important task in many common applications, arising in areas such as fraud detections, network analysis, environment monitoring and so forth. Due to the fact that real-time data may arrive in the form of streams rather t...

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Bibliographic Details
Main Authors: Kangqing Yu, Wei Shi, Nicola Santoro
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/5/1261