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Description
  • Present Monitoring and Control system demand for error-free operation specific analysis large volumes of data fluently reading from technological process. This data usually are not perfect and must be transformed and cleansed. The transformation that occurs as data moves from the operational environment to the database environment is complex. To make it correct it pass through such basic operation as the removal of noise or outliers if appropriate, replace missing values and so on.
  • Present Monitoring and Control system demand for error-free operation specific analysis large volumes of data fluently reading from technological process. This data usually are not perfect and must be transformed and cleansed. The transformation that occurs as data moves from the operational environment to the database environment is complex. To make it correct it pass through such basic operation as the removal of noise or outliers if appropriate, replace missing values and so on. (en)
  • Současné monitorovací a řídící systémy vyžadují pro svou bezchybnou funkci analýzy velkých objemů dat, které jsou plynule produkovány technologickými procesy. Tato data obvykle nejsou ideální a musí být zpravidla transformována a čištěna během procesů načítání do databází. Jedná se zejména o doplnění chybějících hodnot, redukci redundance a filtraci šumu v datech. (cs)
Title
  • Data pre - processing as an important step for further data analysis
  • Data pre - processing as an important step for further data analysis (en)
  • Předzpracování dat jako důležitý krok před následnými analýzami dat (cs)
skos:prefLabel
  • Data pre - processing as an important step for further data analysis
  • Data pre - processing as an important step for further data analysis (en)
  • Předzpracování dat jako důležitý krok před následnými analýzami dat (cs)
skos:notation
  • RIV/61989100:27350/06:00014587!RIV07-GA0-27350___
http://linked.open.../vavai/riv/strany
  • 692-695
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA402/05/0057)
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
  • 470477
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27350/06:00014587
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • missing and noisy data; model role; clustering; decision tree (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [B88C276D02C9]
http://linked.open...i/riv/mistoVydani
  • Ostrava
http://linked.open...i/riv/nazevZdroje
  • Proceedings of 7th International Carpathian Control Conference
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...iv/tvurceVysledku
  • Macháčová, Milena
number of pages
http://purl.org/ne...btex#hasPublisher
  • Vysoká škola báňská - Technická univerzita Ostrava
https://schema.org/isbn
  • 80-248-1066-2
http://localhost/t...ganizacniJednotka
  • 27350
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