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ORCIDOleg Alienin
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Journal Articles
- 2021
[j1]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: 303-341 (2021)
Conference and Workshop Papers
- 2023
- [c13]Nikita Gordienko, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Andrii Polukhin, Sergii G. Stirenko:
Impact of Mixed Multimodalities and Size Dependence on Performance of Object Detection on Multimodal Satellite Imagery*. IEEE Big Data 2023: 2157-2162 - [c12]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: 57-61 - 2022
- [c11]Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko:
Context-Aware Data Augmentation for Efficient Object Detection by UAV Surveillance. ISDFS 2022: 1-6 - 2021
- [c10]Yevhenii Trochun, Sergii G. Stirenko, Oleksandr Rokovyi, Oleg Alienin, Evgen Pavlov, Yuri G. Gordienko:
Hybrid Classic-Quantum Neural Networks for Image Classification. IDAACS 2021: 968-972 - [c9]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: 973-978 - 2019
- [c8]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: 333-340 - [c7]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: 557-562 - 2018
- [c6]Vlad Taran, Nikita Gordienko, Yuriy Kochura, Yuri G. Gordienko, Alexandr Rokovyi, Oleg Alienin, Sergii G. Stirenko:
Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images. CompSysTech 2018: 73-80 - [c5]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: 483-497 - [c4]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: 878-883 - [c3]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: 414-424 - 2017
- [c2]Yuriy Kochura, Sergii G. Stirenko, Oleg Alienin, Michail Novotarskiy, Yuri G. Gordienko:
Comparative analysis of open source frameworks for machine learning with use case in single-threaded and multi-threaded modes. CSIT (1) 2017: 373-376 - [c1]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:
Augmented Coaching Ecosystem for Non-obtrusive Adaptive Personalized Elderly Care on the basis of Cloud-Fog-Dew computing paradigm. MIPRO 2017: 359-364
Informal and Other Publications
- 2019
- [i16]Vlad Taran, Yuri G. Gordienko, Alexandr Rokovyi, Oleg Alienin, Sergii G. Stirenko:
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions. CoRR abs/1901.00001 (2019) - [i15]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 abs/1912.09848 (2019) - 2018
- [i14]Yuri G. Gordienko, Sergii G. Stirenko, Yuriy Kochura, Oleg Alienin, Michail Novotarskiy, Nikita Gordienko:
Deep Learning for Fatigue Estimation on the Basis of Multimodal Human-Machine Interactions. CoRR abs/1801.06048 (2018) - [i13]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 abs/1801.06495 (2018) - [i12]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 abs/1803.01199 (2018) - [i11]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 abs/1806.01896 (2018) - [i10]Olga Barkova, Natalia Pysarevska, Oleg Alienin, Serhii Hamotskyi, Nikita Gordienko, Vladyslav Sarnatskyi, Vadym Ovcharenko, Mariia Tkachenko, Yuri G. Gordienko, Sergii G. Stirenko:
Gamification for Education of the Digitally Native Generation by Means of Virtual Reality, Augmented Reality, Machine Learning, and Brain-Computing Interfaces in Museums. CoRR abs/1806.07842 (2018) - [i9]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 abs/1808.04760 (2018) - [i8]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 abs/1808.10862 (2018) - [i7]Yuriy Kochura, Yuri G. Gordienko, Vlad Taran, Nikita Gordienko, Alexandr Rokovyi, Oleg Alienin, Sergii G. Stirenko:
Batch Size Influence on Performance of Graphic and Tensor Processing Units during Training and Inference Phases. CoRR abs/1812.11731 (2018) - 2017
- [i6]Yuri G. Gordienko, Sergii G. Stirenko, Oleg Alienin, Karolj Skala, Zorislav Soyat, Anis Rojbi, Jorge R. López Benito, E. Artetxe González, U. Lushchyk, Luka Sajn, A. Llorente Coto, Gert Jervan:
Augmented Coaching Ecosystem for Non-obtrusive Adaptive Personalized Elderly Care on the Basis of Cloud-Fog-Dew Computing Paradigm. CoRR abs/1704.04988 (2017) - [i5]Sergii G. Stirenko, Yuri G. Gordienko, T. Shemsedinov, Oleg Alienin, Yuriy Kochura, Nikita Gordienko, Anis Rojbi, Jorge R. López Benito, E. Artetxe González:
User-driven Intelligent Interface on the Basis of Multimodal Augmented Reality and Brain-Computer Interaction for People with Functional Disabilities. CoRR abs/1704.05915 (2017) - [i4]Yuriy Kochura, Sergii G. Stirenko, Anis Rojbi, Oleg Alienin, Michail Novotarskiy, Yuri G. Gordienko:
Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes. CoRR abs/1706.02248 (2017) - [i3]Vladyslav Taran, Oleg Alienin, Sergii G. Stirenko, Anis Rojbi, Yuri G. Gordienko:
Performance Evaluation of Distributed Computing Environments with Hadoop and Spark Frameworks. CoRR abs/1707.04939 (2017) - [i2]Yuriy Kochura, Sergii G. Stirenko, Oleg Alienin, Michail Novotarskiy, Yuri G. Gordienko:
Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes. CoRR abs/1708.08670 (2017) - [i1]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 abs/1712.07632 (2017)
Coauthor Index
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