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Data Mining and Machine Learning

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F04274644%3A_____%2F17%3A%230000225" target="_blank" >RIV/04274644:_____/17:#0000225 - isvavai.cz</a>

  • Alternative codes found

    RIV/61384399:31140/17:00050058

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Data Mining and Machine Learning

  • Original language description

    The rapid growth of data collected and stored in various application areas brings new problems and challenges in their processing and interpretation. While database technology provides tools for data storage and “simple” querying, and statistics offers methods for analyzing small sample data, new approaches are necessary to face these challenges. These approaches are usually called knowledge discovery in databases (KDD) or data mining. KDD can be applied in various domains: banking and finance, insurance, life sciences, retail, technical diagnostics, computer networks, social networks e.t.c. Let us consider an example from medical domain, the analysis of atherosclerosis risk factors data with the aim to build a model that will differentiate between normal and risky patients.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>ost</sub> - Miscellaneous article in a specialist periodical

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2017

  • Confidentiality

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

Data specific for result type

  • Name of the periodical

    International Journal on Biomedicine and Healthcare

  • ISSN

    1805-8698

  • e-ISSN

  • Volume of the periodical

    5

  • Issue of the periodical within the volume

    1

  • Country of publishing house

    CZ - CZECH REPUBLIC

  • Number of pages

    2

  • Pages from-to

    53-54

  • UT code for WoS article

  • EID of the result in the Scopus database