Comparative analysis of open source frameworks for machine learning with use case in single-threaded and multi-threaded modes. - Yuriy Kochura; Sergii G. Stirenko; Oleg Alienin; Michail Novotarskiy; Yuri G. Gordienko (CSIT (1), 2017)

Augmented Coaching Ecosystem for Non-obtrusive Adaptive Personalized Elderly Care on the basis of Cloud-Fog-Dew computing paradigm. - Yuri G. Gordienko; Sergii G. Stirenko; Oleg Alienin; Karolj Skala; Zorislav Sojat; Anis Rojbi; Jorge R. López Benito; E. Artetxe González; U. Lushchyk; Luka Sajn; A. Llorente Coto; Gert Jervan (MIPRO, 2017)

Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes. - Yuriy Kochura; Sergii G. Stirenko; Anis Rojbi; Oleg Alienin; Michail Novotarskiy; Yuri G. Gordienko (CoRR, 2017)

User-driven Intelligent Interface on the Basis of Multimodal Augmented Reality and Brain-Computer Interaction for People with Functional Disabilities. - Sergii G. Stirenko; Yuri G. Gordienko; T. Shemsedinov; Oleg Alienin; Yuriy Kochura; Nikita Gordienko; Anis Rojbi; Jorge R. López Benito; E. Artetxe González (CoRR, 2017)

Performance Evaluation of Distributed Computing Environments with Hadoop and Spark Frameworks. - Vladyslav Taran; Oleg Alienin; Sergii G. Stirenko; Anis Rojbi; Yuri G. Gordienko (CoRR, 2017)

Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes. - Yuriy Kochura; Sergii G. Stirenko; Oleg Alienin; Michail Novotarskiy; Yuri G. Gordienko (CoRR, 2017)

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)

Deep Learning for Fatigue Estimation on the Basis of Multimodal Human-Machine Interactions. - Yuri G. Gordienko; Sergii G. Stirenko; Yuriy Kochura; Oleg Alienin; Michail Novotarskiy; Nikita Gordienko (CoRR, 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)

Gamification for Education of the Digitally Native Generation by Means of Virtual Reality, Augmented Reality, Machine Learning, and Brain-Computing Interfaces in Museums. - Olga Barkova; Natalia Pysarevska; Oleg Alienin; Serhii Hamotskyi; Nikita Gordienko; Vladyslav Sarnatskyi; Vadym Ovcharenko; Mariia Tkachenko; Yuri G. Gordienko; Sergii G. Stirenko (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)

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