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Description
  • Probably the most crucial step in the knowledge discovery in databases (KDD) process is data preparation because valuable knowledge can be obtained only from data that exposes its semantic content in the right way. Data cleaning is one of activities done during this step. But it does not receive much attention among the data mining community, including support in data mining languages. The Data Mining Specification Language (DMSL) presented in the paper aims to contribute to this topic. Some features of the language concerning data cleaning and a simple example are shown in the paper.
  • Probably the most crucial step in the knowledge discovery in databases (KDD) process is data preparation because valuable knowledge can be obtained only from data that exposes its semantic content in the right way. Data cleaning is one of activities done during this step. But it does not receive much attention among the data mining community, including support in data mining languages. The Data Mining Specification Language (DMSL) presented in the paper aims to contribute to this topic. Some features of the language concerning data cleaning and a simple example are shown in the paper. (en)
Title
  • Data Cleaning Functionality in DMSL
  • Data Cleaning Functionality in DMSL (en)
skos:prefLabel
  • Data Cleaning Functionality in DMSL
  • Data Cleaning Functionality in DMSL (en)
skos:notation
  • RIV/00216305:26230/03:PU42587!RIV11-MSM-26230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • N, V, Z(MSM 262200012)
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
  • 602765
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26230/03:PU42587
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Knowledge discovery, data mining, data cleaning, data mining language, DMSL (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [CDC63033D042]
http://linked.open...v/mistoKonaniAkce
  • Brno
http://linked.open...i/riv/mistoVydani
  • Ostrava
http://linked.open...i/riv/nazevZdroje
  • Proceedings of 6th International Conference ISIM'03 Information Systems Implementation and Modelling
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Zendulka, Jaroslav
  • Kotásek, Petr
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Neuveden
https://schema.org/isbn
  • 80-85988-84-4
http://localhost/t...ganizacniJednotka
  • 26230
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