Zobrazeno 1 - 10
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pro vyhledávání: '"Burduk Robert"'
Autor:
Burduk Robert, Wozniak Michal
Publikováno v:
Open Medicine, Vol 7, Iss 2, Pp 183-193 (2012)
Externí odkaz:
https://doaj.org/article/cf1f6acd15be42db81dd57b8f130c71d
Autor:
Kirjanów Agata, Burduk Robert
Publikováno v:
E3S Web of Conferences, Vol 71, p 00005 (2018)
This paper is based on the data gathered with the use of the DiagBelt mobile system for non-invasive diagnostics of conveyor belts with steel-cord core. The object of the tests comprised a slow-burning ST 3150 conveyor belt, having width B-1200. The
Externí odkaz:
https://doaj.org/article/b16b4e4cf2f54cff805f719f5208b362
Autor:
Trajdos, Pawel, Burduk, Robert
Although linear classifiers are one of the oldest methods in machine learning, they are still very popular in the machine learning community. This is due to their low computational complexity and robustness to overfitting. Consequently, linear classi
Externí odkaz:
http://arxiv.org/abs/2109.07815
Autor:
Burduk, Robert
The ensemble methods are meta-algorithms that combine several base machine learning techniques to increase the effectiveness of the classification. Many existing committees of classifiers use the classifier selection process to determine the optimal
Externí odkaz:
http://arxiv.org/abs/2106.06761
Autor:
Trajdos, Pawel, Burduk, Robert
Publikováno v:
Pattern Recognition, 107681 (2020)
A vital aspect of the classification based model construction process is the calibration of the scoring function. One of the weaknesses of the calibration process is that it does not take into account the information about the relative positions of t
Externí odkaz:
http://arxiv.org/abs/2010.00844
Autor:
Burduk, Robert
In the classification of a class imbalance dataset, the performance measure used for the model selection and comparison to competing methods is a major issue. In order to overcome this problem several performance measures are defined and analyzed in
Externí odkaz:
http://arxiv.org/abs/2006.13319
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