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Ing. Peter Bugata, PhD.

peter.bugata@student.tuke.sk

Ing. Peter Bugata, PhD.

peter.bugata@student.tuke.sk
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Peter Bugata received the B.Sc. and M.Sc. degrees in informatics from Technical University of Kosice, Slovakia, in 2016 and 2018, respectively. Currently, he is a PhD student in informatics at the Department of Computers and Informatics, Technical University of Kosice.

Research interests:
  • Feature selection
Publications:

2023

P. Bugata, P. Drotár

Feature selection based on a sparse neural-network layer with normalizing constraints

Journal: IEEE Transactions on Cybernetics.

2022

M. Hireš, P. Bugata, M. Gazda, D. J. Hreško, R. Kanász, L. Vavrek, P. Drotár

Brief Overview of Neural Networks for Medical Applications

Journal: Acta Electrotechnica et Informatica.

M. Gazda, P. Bugata, J. Gazda, D. Hubacek, D. J. Hreško, P. Drotár

Mixup augmentation for kidney and kidney tumor segmentation

Journal: Kidney and Kidney Tumor Segmentation.

2020

P. Bugata

Generalization of minimum redundancy maximum relevance feature selection

Journal: SCYR 2020

P. Drotár, P. Bugata

On some aspects of minimum redundancy maximum relevance feature selection

Journal: Science China Information Sciences. Roč. 63, č. 1 (2020), s. 1-15 [print].

P. Bugata, P. Gnip, P. Drotár

Stability analysis of WkNN feature selection

Journal: Applied Computational Intelligence and Informatics.

2019

P. Bugata, P. Drotár

Weighted nearest neighbors feature selection

Journal: Knowledge-Based Systems. č. 163 (2019), s. 749-761 [print].

1900

P. Bugata

Feature selection based on neural networks

Journal: 21st Scientific Conference of Young Researchers.

P. Bugata, P. Drotár

Weighted k-nearest neighbors feature selection for high-dimensional multi-class data

Journal: IEEE International Conference on Systems, Man and Cybernetics.