Anzhelika Mezina

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Microscopy Images

Convolutional Network

Multiclass Classification

Malware Detection

Top Venues

Biomed. Signal Process. Control.

Publications

Anzhelika Mezina, Radim Burget, Aleksandr Ometov
Reinterpreting Usability of Semantic Segmentation Approach for Darknet Traffic Analysis. Comput. Networks 249 (2024)
Anzhelika Mezina, Radim Burget
Detection of post-COVID-19-related pulmonary diseases in X-ray images using Vision Transformer-based neural network. Biomed. Signal Process. Control. 87 (Part A) (2024)
Gautam Verma, Mohan Karnati, Malay Kishore Dutta, Vojtech Myska, Anzhelika Mezina
Attention-Based VGG-Residual-Inception Module for EEG-Based Depression Detection. ICUMT (2023)
Vojtech Myska, Anzhelika Mezina, Petr Vanek, Radim Burget, Samuel Genzor, Jan Mizera, Michal Stybnar, Martin Kiac, Jakub Frolka
CovidStopHospital: e-Health Service for X-Ray-Based COVID-19 Classification and Radiologist-Assisted Dataset Creation. ICUMT (2023)
Himanshi Sinha, Mohan Karnati, Garmia Aggarwal, Malay Kishore Dutta, Anzhelika Mezina, Radim Burget
DMRBNet: Dilated Multi-Scale Residual Block-Based Deep Network for Detection of Breast Cancer from MRI Images. ICUMT (2023)
Anzhelika Mezina, Aleksandr Ometov
Detecting Smart Contract Vulnerabilities with Combined Binary and Multiclass Classification. Cryptogr. 7 (3) (2023)
Aleksandr Ometov, Anzhelika Mezina, Jari Nurmi
On Applicability of Imagery-Based CNN to Computational Offloading Location Selection. IEEE Access 11 (2023)
Mohd Mohsin Ali, Rakesh Chandra Joshi, Malay Kishore Dutta, Radim Burget, Anzhelika Mezina
Deep Learning-based Classification of Viruses Using Transmission Electron Microscopy Images. TSP (2022)
Anzhelika Mezina, Radim Burget
Obfuscated malware detection using dilated convolutional network. ICUMT (2022)
Anzhelika Mezina, Radim Burget, Carlos M. Travieso-González
Network Anomaly Detection With Temporal Convolutional Network and U-Net Model. IEEE Access 9 (2021)