Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer. - Yuri G. Gordienko; Peng Gang; Jiang Hui; Wei Zeng 005; Yuriy Kochura; Oleg Alienin; Oleksandr Rokovyi; Sergii G. Stirenko (CoRR, 2017)

Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images. - Vlad Taran; Nikita Gordienko; Yuriy Kochura; Yuri G. Gordienko; Alexandr Rokovyi; Oleg Alienin; Sergii G. Stirenko (CompSysTech, 2018)

Parallel Statistical and Machine Learning Methods for Estimation of Physical Load. - Sergii G. Stirenko; Peng Gang; Wei Zeng 005; Yuri G. Gordienko; Oleg Alienin; Oleksandr Rokovyi; Nikita Gordienko; Ivan Pavliuchenko; Anis Rojbi (ICA3PP (1), 2018)

Dimensionality reduction in deep learning for chest X-ray analysis of lung cancer. - Peng Gang; Zhen Wang; Wei Zeng 005; Yuri G. Gordienko; Yuriy Kochura; Oleg Alienin; Oleksandr Rokovyi; Sergii G. Stirenko (ICACI, 2018)

Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti. - Nikita Gordienko; Peng Gang; Yuri G. Gordienko; Wei Zeng 005; Oleg Alienin; Oleksandr Rokovyi; Sergii G. Stirenko (ICONIP (5), 2018)

Dimensionality Reduction in Deep Learning for Chest X-Ray Analysis of Lung Cancer. - Yuri G. Gordienko; Yuriy Kochura; Oleg Alienin; Oleksandr Rokovyi; Sergii G. Stirenko; Peng Gang; Jiang Hui; Wei Zeng 005 (CoRR, 2018)

Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation. - Sergii G. Stirenko; Yuriy Kochura; Oleg Alienin; Oleksandr Rokovyi; Peng Gang; Wei Zeng 005; Yuri G. Gordienko (CoRR, 2018)

Parallel Statistical and Machine Learning Methods for Estimation of Physical Load. - Sergii G. Stirenko; Peng Gang; Wei Zeng 005; Yuri G. Gordienko; Oleg Alienin; Oleksandr Rokovyi; Nikita Gordienko (CoRR, 2018)

Batch Size Influence on Performance of Graphic and Tensor Processing Units during Training and Inference Phases. - Yuriy Kochura; Yuri G. Gordienko; Vlad Taran; Nikita Gordienko; Alexandr Rokovyi; Oleg Alienin; Sergii G. Stirenko (CoRR, 2018)

Effect of Data Augmentation and Lung Mask Segmentation for Automated Chest Radiograph Interpretation of Some Lung Diseases. - Peng Gang; Wei Zeng 005; Yuri G. Gordienko; Yuriy Kochura; Oleg Alienin; Oleksandr Rokovyi; Sergii G. Stirenko (ICONIP (4), 2019)

Prediction of Physical Load Level by Machine Learning Analysis of Heart Activity after Exercises. - Peng Gang; Wei Zeng 005; Yuri G. Gordienko; Oleksandr Rokovyi; Oleg Alienin; Sergii G. Stirenko (SSCI, 2019)

Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions. - Vlad Taran; Yuri G. Gordienko; Alexandr Rokovyi; Oleg Alienin; Sergii G. Stirenko (CoRR, 2019)

Convolutional and Recurrent Neural Networks for Physical Action Forecasting by Brain-Computer Interface. - Kostiantyn Kostiukevych; Sergii G. Stirenko; Nikita Gordienko; Oleksandr Rokovyi; Oleg Alienin; Yuri G. Gordienko (IDAACS, 2021)

Hybrid Classic-Quantum Neural Networks for Image Classification. - Yevhenii Trochun; Sergii G. Stirenko; Oleksandr Rokovyi; Oleg Alienin; Evgen Pavlov; Yuri G. Gordienko (IDAACS, 2021)

Deep Learning with Noise Data Augmentation and Detrended Fluctuation Analysis for Physical Action Classification by Brain-Computer Interface. - Yuri G. Gordienko; Kostiantyn Kostiukevych; Nikita Gordienko; Oleksandr Rokovyi; Oleg Alienin; Sergii G. Stirenko (ISCMI, 2021)

Chapter Nine - "Last mile" optimization of edge computing ecosystem with deep learning models and specialized tensor processing architectures. - Yuri G. Gordienko; Yuriy Kochura; Vlad Taran; Nikita Gordienko; Oleksandr Rokovyi; Oleg Alienin; Sergii G. Stirenko (Adv. Comput., 2021)

Hybrid Convolutional, Recurrent and Attention-Based Architectures of Deep Neural Networks for Classification of Human-Computer Interaction by Electroencephalography. - Nikita Gordienko; Oleksandr Rokovyi; Yuri G. Gordienko; Sergii G. Stirenko (HCI (44), 2022)

Context-Aware Data Augmentation for Efficient Object Detection by UAV Surveillance. - Yuri G. Gordienko; Oleksandr Rokovyi; Oleg Alienin; Sergii G. Stirenko (ISDFS, 2022)

Hierarchy of Hybrid Deep Neural Networks for Physical Action Classification by Brain-Computer Interface. - Kostiantyn Kostiukevych; Yuri G. Gordienko; Nikita Gordienko; Oleksandr Rokovyi; Sergii G. Stirenko (MoMLeT+DS, 2022)

Impact of Mixed Multimodalities and Size Dependence on Performance of Object Detection on Multimodal Satellite Imagery*. - Nikita Gordienko; Yuri G. Gordienko; Oleksandr Rokovyi; Oleg Alienin; Andrii Polukhin; Sergii G. Stirenko (IEEE Big Data, 2023)

Edge Intelligence Resource Consumption by UAV-based IR Object Detection. - Andrii Polukhin; Yuri G. Gordienko; Mairo Leier; Gert Jervan; Oleksandr Rokovyi; Oleg Alienin; Sergii G. Stirenko (UAVM, 2023)