The research of outlier data cleaning based on accelerating method

The research of outlier data cleaning based on accelerating method

During the data integration process, it puts forward the accelerating trend comparison method to deal with the outlier data in this paper. Namely outlier data is discovered through the accelerating trend comparison. At the end of this article, it gives a specific description of the algorithm of outl...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Wang Heyong, Li Mingjian, Chen Bingchuan
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Acceleration
Cleaning
Clustering algorithms
Data Cleaning
Educational institutions
Explosives
Extraterrestrial measurements
Information technology
Object detection
Outlier Data
Space technology
Sun
Trend Comparison
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Beschreibung
Zusammenfassung:During the data integration process, it puts forward the accelerating trend comparison method to deal with the outlier data in this paper. Namely outlier data is discovered through the accelerating trend comparison. At the end of this article, it gives a specific description of the algorithm of outlier data cleaning results. It can improve the detection of outlier data and the data quality through the experiments.
DOI:10.1109/ICIME.2010.5477757