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Author
Galchenko Maxim (Saint-Petersburg State Agrarian University, Russia), Gushchinsky Alexander (Saint-Petersburg State Agrarian University, Russia), Izdebski Waldemar (Warsaw University of Technology, Poland), Skudlarski Jacek (Warsaw University of Life Science - SGGW, Poland)
Title
Data Mining and Statistics Methods for Advanced Training Course Quality Measurement : Case Study
Source
Foundations of Management, 2014, vol. 6, nr 3, s. 47-56, rys., tab., bibliogr. 6 poz.
Keyword
Szkolenia, Badanie jakości, Data Mining, Metody statystyczne
Training, Quality research, Data Mining, Statistical methods
Note
summ.
Abstract
Advanced training courses in the energetics field is a very important part of human reliability growth. In the words of S.E. Magid, chief of Technical Educational systems in Energy Technologies, UNESCO department: "The number of forced outages due to failures of equipment on the power stations -30%. The share of operational personnel fault in these infringements makes considerable size (to 15%). As a whole in the Russian Open Society 'United Power Systems' the infringements percentage because of the personnel from infringements total makes 2%. At the same time, on power stations this quantity makes 18%. In power supply systems of Siberia the relative quantity of infringements because of the personnel reaches 50%." [1]. (original abstract)
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Bibliography
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  1. Магид C.И. - Чeлoвeчecкий фактop и энepгo-бeзoпаcнocть на coвpeмeннoм этапe peфopмиpoвания элeктpoэнepгeтики PФ. [online] [10.12. 2013.]. Available at: http://www.testenergo.ru/003.rtf
  2. R CORE TEAM (2013) R: A language and environment for statistical computing. R Foundation for Statistical Computing//Vienna, Austria. URL http://www.R-project.org/.
  3. Michael R. Berthold, Nicolas Cebron, Fabian Dill, Thomas R. Gabriel, Tobias Kotter, Thorsten Meinl, Peter Ohl, Christoph Sieb, Kilian Thiel, Bernd Wiswedel - Studies in classification, data analysis, and knowledge organization. knime: the Konstanz information miner//Springer, 2007.
  4. Taiyun Wei corrplot: Visualization of a correlation matrix. R package version 0.73.//http://CRAN.Rproject.org/package=corrplot.
  5. Revelle W. psych: Procedures for Personality and Psychological Research//Northwestern.
  6. University, Evanston, Illinois, USA, http://cran.rproject.org/web/packages/psych/index.html.
Cited by
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ISSN
2300-5661
Language
eng
URI / DOI
http://dx.doi.org/10.1515/fman-2015-0017
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