Algorithm 974: The outlierLib-A MATLAB library for outliers' detection

Alexander Novoselsky; Eugene Kagan

doi:10.1145/3054078

Algorithm 974: The outlierLib-A MATLAB library for outliers' detection

Alexander Novoselsky
, Eugene Kagan

הנדסת תעשיה וניהול

פרסום מחקרי: פרסום בכתב עת › מאמר › ביקורת עמיתים

1 ציטוט ‏(Scopus)

תקציר

The article presents a library of MATLAB functions that implement the widely used algorithms of outlier detection. The library includes the outlier tests for univariate and multivariate data sets with an approximately normal distribution. The software library is accompanied by a brief review of the methods for detecting and treating outliers.

שפה מקורית	אנגלית
מספר המאמר	38
כתב עת	ACM Transactions on Mathematical Software
כרך	43
מספר גיליון	4
מזהי עצם דיגיטלי (DOIs)	https://doi.org/10.1145/3054078
סטטוס פרסום	פורסם - מרץ 2017

גישה למסמך

10.1145/3054078

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Link to publication in Scopus

פורמט ציטוט ביבליוגרפי

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title = "Algorithm 974: The outlierLib-A MATLAB library for outliers' detection",

abstract = "The article presents a library of MATLAB functions that implement the widely used algorithms of outlier detection. The library includes the outlier tests for univariate and multivariate data sets with an approximately normal distribution. The software library is accompanied by a brief review of the methods for detecting and treating outliers.",

keywords = "Outlier",

author = "Alexander Novoselsky and Eugene Kagan",

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year = "2017",

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doi = "10.1145/3054078",

language = "אנגלית",

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journal = "ACM Transactions on Mathematical Software",

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AB - The article presents a library of MATLAB functions that implement the widely used algorithms of outlier detection. The library includes the outlier tests for univariate and multivariate data sets with an approximately normal distribution. The software library is accompanied by a brief review of the methods for detecting and treating outliers.

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Algorithm 974: The outlierLib-A MATLAB library for outliers' detection

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