Oleksandr Rokovyi

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 20

Top Topics

Digital X Ray Images

Action Classification

Top Venues

Publications

Andrii Polukhin, Yuri G. Gordienko, Mairo Leier, Gert Jervan, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
Edge Intelligence Resource Consumption by UAV-based IR Object Detection. UAVM (2023)
Nikita Gordienko, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Andrii Polukhin, Sergii G. Stirenko
. BigData (2023)
Kostiantyn Kostiukevych, Yuri G. Gordienko, Nikita Gordienko, Oleksandr Rokovyi, Sergii G. Stirenko
Hierarchy of Hybrid Deep Neural Networks for Physical Action Classification by Brain-Computer Interface. MoMLeT+DS (2022)
Nikita Gordienko, Oleksandr Rokovyi, Yuri G. Gordienko, Sergii G. Stirenko
Hybrid Convolutional, Recurrent and Attention-Based Architectures of Deep Neural Networks for Classification of Human-Computer Interaction by Electroencephalography. HCI (44) (2022)
Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
Context-Aware Data Augmentation for Efficient Object Detection by UAV Surveillance. ISDFS (2022)
Yevhenii Trochun, Sergii G. Stirenko, Oleksandr Rokovyi, Oleg Alienin, Evgen Pavlov, Yuri G. Gordienko
Hybrid Classic-Quantum Neural Networks for Image Classification. IDAACS (2021)
Yuri G. Gordienko, Yuriy Kochura, Vlad Taran, Nikita Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
Chapter Nine - "Last mile" optimization of edge computing ecosystem with deep learning models and specialized tensor processing architectures. Adv. Comput. 122 (2021)
Kostiantyn Kostiukevych, Sergii G. Stirenko, Nikita Gordienko, Oleksandr Rokovyi, Oleg Alienin, Yuri G. Gordienko
Convolutional and Recurrent Neural Networks for Physical Action Forecasting by Brain-Computer Interface. IDAACS (2021)
Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
Prediction of Physical Load Level by Machine Learning Analysis of Heart Activity after Exercises. CoRR (2019)
Peng Gang, Wei Zeng, Yuri G. Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
Effect of Data Augmentation and Lung Mask Segmentation for Automated Chest Radiograph Interpretation of Some Lung Diseases. ICONIP (4) (2019)
Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
Prediction of Physical Load Level by Machine Learning Analysis of Heart Activity after Exercises. SSCI (2019)
Sergii G. Stirenko, Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleg Alienin, Oleksandr Rokovyi, Nikita Gordienko
Parallel Statistical and Machine Learning Methods for Estimation of Physical Load. CoRR (2018)
Sergii G. Stirenko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Peng Gang, Wei Zeng, Yuri G. Gordienko
Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation. CoRR (2018)
Nikita Gordienko, Peng Gang, Yuri G. Gordienko, Wei Zeng, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti. ICONIP (5) (2018)
Vlad Taran, Nikita Gordienko, Yuriy Kochura, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images. CoRR (2018)
Sergii G. Stirenko, Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleg Alienin, Oleksandr Rokovyi, Nikita Gordienko, Ivan Pavliuchenko, Anis Rojbi
Parallel Statistical and Machine Learning Methods for Estimation of Physical Load. ICA3PP (1) (2018)
Nikita Gordienko, Peng Gang, Yuri G. Gordienko, Wei Zeng, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti. CoRR (2018)
Yuri G. Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko, Peng Gang, Jiang Hui, Wei Zeng
Dimensionality Reduction in Deep Learning for Chest X-Ray Analysis of Lung Cancer. CoRR (2018)
Peng Gang, Zhen Wang, Wei Zeng, Yuri G. Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
Dimensionality reduction in deep learning for chest X-ray analysis of lung cancer. ICACI (2018)
Yuri G. Gordienko, Peng Gang, Jiang Hui, Wei Zeng, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer. CoRR (2017)