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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. (cs)
  • 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 of the 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.
  • 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 of the 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. (en)
Title
  • Application of Decision Trees in Problem of Air Quality Modelling in the Czech Republic Locality
  • Aplikace rozhodovacích stromů při modelování kvality vzduchu ve vybrané lokalitě České republiky (cs)
  • Application of Decision Trees in Problem of Air Quality Modelling in the Czech Republic Locality (en)
skos:prefLabel
  • Application of Decision Trees in Problem of Air Quality Modelling in the Czech Republic Locality
  • Aplikace rozhodovacích stromů při modelování kvality vzduchu ve vybrané lokalitě České republiky (cs)
  • Application of Decision Trees in Problem of Air Quality Modelling in the Czech Republic Locality (en)
skos:notation
  • RIV/00216275:25410/08:00007386!RIV09-MZP-25410___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(SP/4I2/60/07), S
http://linked.open...iv/cisloPeriodika
  • 10
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 356719
http://linked.open...ai/riv/idVysledku
  • RIV/00216275:25410/08:00007386
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • classification model; air pollution; air quality; algorithm; daily observations; Czech Republic (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • GR - Řecká republika
http://linked.open...ontrolniKodProRIV
  • [3DF6B68FD890]
http://linked.open...i/riv/nazevZdroje
  • WSEAS Transactions on Systems
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 10
http://linked.open...iv/tvurceVysledku
  • Jirava, Pavel
  • Kašparová, Miloslava
  • Křupka, Jiří
issn
  • 1109-2777
number of pages
http://localhost/t...ganizacniJednotka
  • 25410
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