Decision trees

Comparing deterministic and statistical approaches for predicting “short can” defects in aluminium beverage can production

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Comparing deterministic and statistical approaches for predicting “short can” defects in aluminium beverage can production Wojciech Baran1, Krzysztof Regulski2, Sławomir Kąc2, Andrij Milenin2 1 CanPack S.A., Business Support Service, 32-800 Brzesko, Poland. 2 AGH University of Krakow, Faculty of Metals Engineering and Industrial Computer Science, 30-059 Krakow, Poland. DOI: https://doi.org/10.7494/cmms.2023.2.0812 Abstract: In the production of … Read more

Temperature prediction in electric arc furnace by the use of decision trees

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Temperature prediction in electric arc furnace by the use of decision trees Tadeusz Wieczorek, Krystian Mączka, Krzysztof Gansty Department of Management and Computer Science, Faculty of Material Engineering and Metallurgy, The Silesian University of Technology, Krasinskiego 8, 40-019 Katowice, Poland. DOI: https://doi.org/10.7494/cmms.2011.1.0321 Abstract: Decision trees are one of the computing intelligence methods which proved to … Read more

Expert system application in modelling and controlling the copper flash smelting process

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Expert system application in modelling and controlling the copper flash smelting process Jolanta Talar, Piotr Jarosz, Jan Kusiak AGH-University of Science and Technology, al. Mickiewicza 30, 30-059 Kraków. DOI: https://doi.org/10.7494/cmms.2009.3.0263 Abstract: The main goal of the paper is an attempt to develop a rule-based expert system (ES) allowing prediction of the key output parameters of … Read more