Mirosław Kordos, PhD

Affiliations: 
2009- Informatics University of Bielsko-Biała 
Area:
neural networks, machine learning, data mining
Website:
http://www.kordos.com/
Google:
"Miroslaw Kordos"
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SNBCP
Cross-listing: MathTree

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Publications

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Kordos M, Boryczko J, Blachnik M, et al. (2020) Optimization of Warehouse Operations with Genetic Algorithms Applied Sciences. 10: 4817
Blachnik M, Kordos M. (2020) Comparison of Instance Selection and Construction Methods with Various Classifiers Applied Sciences. 10: 3933
Kordos M, Arnaiz-González Á, García-Osorio C. (2019) Evolutionary prototype selection for multi-output regression Neurocomputing. 358: 309-320
Kordos M, Łapa K. (2018) Multi-Objective Evolutionary Instance Selection for Regression Tasks. Entropy (Basel, Switzerland). 20
Kordos M. (2017) Data Selection for Neural Networks Schedae Informaticae. 2016: 153164
Arnaiz-González Á, Blachnik M, Kordos M, et al. (2016) Fusion of instance selection methods in regression tasks Information Fusion. 30: 69-79
Kordos M, Rusiecki A, Blachnik M. (2015) Noise reduction in regression tasks with distance, instance, attribute and density weighting Proceedings - 2015 Ieee 2nd International Conference On Cybernetics, Cybconf 2015. 73-78
Blachnik M, Kordos M. (2014) Bagging of instance selection algorithms Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8468: 40-51
Kordos M, Białka S, Blachnik M. (2013) Instance selection in logical rule extraction for regression problems Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7895: 167-175
Bosco EE, Kumar S, Marchioni F, et al. (2012) Rational design of small molecule inhibitors targeting the Rac GTPase-p67(phox) signaling axis in inflammation. Chemistry & Biology. 19: 228-42
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