Publikace

• 2024

  MEZINA, A.; BURGET, R. Detection of post-COVID-19-related pulmonary diseases in X-ray images using Vision Transformer-based neural network. Biomedical Signal Processing and Control, 2024, roč. 87, č. A, s. 1-11. ISSN: 1746-8108.
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  MEZINA, A.; BURGET, R.; OMETOV, A. Reinterpreting Usability of Semantic Segmentation Approach for Darknet Traffic Analysis. Computer Networks, 2024, roč. 249, č. July 2024, s. 1-17. ISSN: 1389-1286.
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• 2023

  MEZINA, A.; OMETOV, A. Detecting Smart Contract Vulnerabilities with Combined Binary and Multiclass Classification. Cryptography, 2023, roč. 7, č. 3, s. 1-20. ISSN: 2410-387X.
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  VERMA, V.; KARNATI, M.; DUTTA, M.K.; MYŠKA, V.; MEZINA, A. Attention-based VGG-Residual-Inception Module for EEG-Based Depression Detection. In 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. s. 33-37. ISBN: 979-8-3503-9328-6.
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  MYŠKA, V.; MEZINA, A.; VANĚK, P.; BURGET, R.; GENZOR, S.; MIZERA, J.; ŠTÝBNAR, M.; KIAC, M.; FROLKA, J. CovidStopHospital: e-Health Service for X-Ray-Based COVID-19 Classification and Radiologist-Assisted Dataset Creation. In 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. s. 62-67. ISBN: 979-8-3503-9328-6.
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  MEZINA, A.; GENZOR, S.; BURGET, R.; MIZERA, J.; MYŠKA, V.; ŠTÝBNAR, M. Patients Compliance: Ten Years History Data Analysis. ERJ Open Research. Prague: European Respiratory Society, 2023. ISSN: 2312-0541.
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  SINHA,H..; KARNATI, AGGARWAL, G.;M.; DUTTA, M.K.; MEZINA, A., BURGET, R. DMRBNet: Dilated Multi-scale Residual Block-based Deep Network for Detection of Breast Cancer from MRI Images. In 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. s. 38-43. ISBN: 979-8-3503-9328-6.
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  MYŠKA, V.; GENZOR, S.; MEZINA, A.; BURGET, R.; MIZERA, J.; ŠTÝBNAR, M.; KOLAŘÍK, M.; SOVA, M.; DUTTA, M. Artificial-Intelligence-Driven Algorithms for Predicting Response to Corticosteroid Treatment in Patients with Post-Acute COVID-19. Diagnostics, 2023, roč. 13, č. 10, s. 1-17. ISSN: 2075-4418.
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• 2022

  OMETOV, A.; MEZINA, A.; NURMI, J. On Applicability of Imagery-Based CNN to Computational Offloading Location Selection. IEEE Access, 2022, roč. 11, č. 1, s. 2433-2444. ISSN: 2169-3536.
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  MEZINA, A.; BURGET, R. Obfuscated malware detection using dilated convolutional network. In 2022 14th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Valencia, Spain: IEEE, 2022. s. 110-115. ISBN: 979-8-3503-9866-3.
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  ALI, M.; JOSHI, R.; DUTTA, M.; BURGET, R.; MEZINA, A. Deep Learning-based Classification of Viruses Using Transmission Electron Microscopy Images. In 45th International Conference on Telecommunications and Signal Processing (TSP 2022). IEEE, 2022. IEEE, 2022. s. 174-178. ISBN: 978-1-6654-6948-7.
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• 2021

  MEZINA, A.; BURGET, R.; TRAVIESO-GONZÁLEZ, C. Network Anomaly Detection With Temporal Convolutional Network and U-Net Model. IEEE Access, 2021, roč. 9, č. 1, s. 143608-143622. ISSN: 2169-3536.
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• 2020

  RAJNOHA, M.; MEZINA, A.; BURGET, R. Multi-Frame Labeled Faces Database: Towards Face Super-Resolution from Realistic Video Sequences. Applied Sciences - Basel, 2020, roč. 10, č. 20, s. 1-27. ISSN: 2076-3417.
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