All

What are you looking for?

All
Projects
Results
Organizations

Quick search

  • Projects supported by TA ČR
  • Excellent projects
  • Projects with the highest public support
  • Current projects

Smart search

  • That is how I find a specific +word
  • That is how I leave the -word out of the results
  • “That is how I can find the whole phrase”

Application of Decision Trees in Problem of Air Quality Modelling in the Czech Republic Locality

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F08%3A00007386" target="_blank" >RIV/00216275:25410/08:00007386 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Application of Decision Trees in Problem of Air Quality Modelling in the Czech Republic Locality

  • Original language description

    Air pollution belongs to environmental threats. This paper deals with an application of selected algorithms used in decision trees in order to an air quality modelling. We focused on daily observations of air polluting substances concentrations in one ofthe cities in the Pardubice region in the Czech Republic. After data collection, data description, and data preprocessing, we worked on the creation of classification models and the analysis of the achieved results. As modeling algorithms we selected C5.0 algorithm, boosting, CHAID method and CR&T. Differences of results were minimal.

  • Czech name

    Aplikace rozhodovacích stromů při modelování kvality vzduchu ve vybrané lokalitě České republiky

  • Czech description

    Článek se zabývá aplikací vybraných algoritmů rozhodovacích stromů (C5.0, CHAID, CRT) při modelování kvality vzduchu ve vybrané lokalitě. Pro modelování byla využita denní pozorování znečištění vzduchu ve vybrané části města Pardubic. Získaná data byla zpracována a použita pro tvorbu modelu klasifikátoru. Dosažené výsledky byly zanalyzovány.

Classification

  • Type

    J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/SP%2F4I2%2F60%2F07" target="_blank" >SP/4I2/60/07: Indicators for assessment and simulation of interactions among environment, economics and social connections</a><br>

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2008

  • Confidentiality

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

Data specific for result type

  • Name of the periodical

    WSEAS Transactions on Systems

  • ISSN

    1109-2777

  • e-ISSN

  • Volume of the periodical

    10

  • Issue of the periodical within the volume

    10

  • Country of publishing house

    GR - GREECE

  • Number of pages

    10

  • Pages from-to

  • UT code for WoS article

  • EID of the result in the Scopus database