PROPOSAL OF USING SELECTED DATA MINING METHODS IN SIX SIGMA METHODOLOGY
Andrej Trnka
Strony: 410-418
Opublikowano: 1 Jan 2010
Wyświetlenia: 225
Pobrania: 28
Streszczenie: Data Mining methods give a lot of opportunities, how to change results in many sectors of manufacturing process. When manufacturing process is based on Six Sigma methodology, we can use some methods of Data Mining to improve results in DMAIC phases. Six Sigma is a business management strategy. Six Sigma seeks to improve the quality of process outputs by identifying and removing the causes of defects and minimizing variability in manufacturing and business processes. It consists of 5 phases. A lot of mathematical and statistical methods are used in these phases. With implementation Data Mining methods into these phases we can improve the level performance of Six Sigma methodology. Some examples of implementation of Data Mining methods to Six Sigma methodology are nowadays tested.
Słowa kluczowe: six sigma, dmaic, data mining, knowledge discovery in databases, kdd
Cytowanie artykułu: Andrej Trnka. PROPOSAL OF USING SELECTED DATA MINING METHODS IN SIX SIGMA METHODOLOGY. Journal of International Scientific Publications: Materials, Methods & Technologies 4, 410-418 (2010). https://www.scientific-publications.net/en/article/1003440/
Powrót do spisu treści tomu
© 2026 The Author(s). This is an open access article distributed under the terms of the
Creative Commons Attribution License https://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. This permission does not cover any third party copyrighted material which may appear in the work requested.
Disclaimer: The Publisher and/or the editor(s) are not responsible for the statements, opinions, and data contained in any published works. These are solely the views of the individual author(s) and contributor(s). The Publisher and/or the editor(s) disclaim any liability for injury to individuals or property arising from the ideas, methods, instructions, or products mentioned in the content.
