Mirosław Kordos, PhD
Affiliations: | 2009- | Informatics | University of Bielsko-Biała |
Area:
neural networks, machine learning, data miningWebsite:
http://www.kordos.com/Google:
"Miroslaw Kordos"Mean distance: 26.39 | S | N | B | C | P |
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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 |