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Proceedings Paper

Application of Weka environment to determine factors that stand behind non-alcoholic fatty liver disease (NAFLD)
Author(s): Michal M Plutecki; Aldona Wierzbicka; Piotr Socha; Jan J. Mulawka
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Paper Abstract

The paper describes an innovative approach to discover new knowledge in non-alcoholic fatty liver disease (NAFLD). In order to determine the factors that may cause the disease a number of classification and attribute selection algorithms have been applied. Only those with the best classification results were chosen. Several interesting facts associated with this unclear disease have been discovered. All data mining computations were made in Weka environment.

Paper Details

Date Published: 6 August 2009
PDF: 8 pages
Proc. SPIE 7502, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2009, 75022L (6 August 2009); doi: 10.1117/12.837690
Show Author Affiliations
Michal M Plutecki, Warsaw Univ. of Technology (Poland)
Aldona Wierzbicka, The Children Memorial Health Institute (Poland)
Piotr Socha, The Children Memorial Health Institute (Poland)
Jan J. Mulawka, Warsaw Univ. of Technology (Poland)


Published in SPIE Proceedings Vol. 7502:
Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2009
Ryszard S. Romaniuk; Krzysztof S. Kulpa, Editor(s)

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