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OUTLIER DETECTION TECHNIQUES IN MULTIDIMENSIONAL DATASETS

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F20%3A43958910" target="_blank" >RIV/49777513:23520/20:43958910 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    OUTLIER DETECTION TECHNIQUES IN MULTIDIMENSIONAL DATASETS

  • Original language description

    Outliers can significantly impact data summarization results and data analysis across all types of data analysis. Identifying outliers in multidimensional data is, therefore, one of the key approaches in data preprocessing. across all types of data analysis. In this article, we present several univariate and multivariate methods for the identification of outliers in multidimensional data.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10103 - Statistics and probability

Result continuities

  • Project

    <a href="/en/project/LO1506" target="_blank" >LO1506: Sustainability support of the centre NTIS - New Technologies for the Information Society</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2020

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    19th Conference on Applied Mathematics, APLIMAT 2020 - Proceedings

  • ISBN

    978-80-227-4983-1

  • ISSN

  • e-ISSN

  • Number of pages

    7

  • Pages from-to

    942-948

  • Publisher name

    SPEKTRUM STU

  • Place of publication

    Bratislava

  • Event location

    Bratislava, Slovensko

  • Event date

    Feb 4, 2020

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article