Oleg Alienin

31 papers B 1Journal 17Unranked 13
YearRankTypeTitle / Venue / Authors
2023 — conf
Edge Intelligence Resource Consumption by UAV-based IR Object Detection.
UAVM
Andrii Polukhin, Yuri G. Gordienko, Mairo Leier, Gert Jervan, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2023 B conf
Impact of Mixed Multimodalities and Size Dependence on Performance of Object Detection on Multimodal Satellite Imagery
IEEE Big Data
Nikita Gordienko, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Andrii Polukhin, Sergii G. Stirenko
2022 — conf
Context-Aware Data Augmentation for Efficient Object Detection by UAV Surveillance.
ISDFS
Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2021 J jnl
Chapter Nine - "Last mile" optimization of edge computing ecosystem with deep learning models and specialized tensor processing architectures.
Adv. Comput.
Yuri G. Gordienko, Yuriy Kochura, Vlad Taran, Nikita Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2021 — conf
Convolutional and Recurrent Neural Networks for Physical Action Forecasting by Brain-Computer Interface.
IDAACS
Kostiantyn Kostiukevych, Sergii G. Stirenko, Nikita Gordienko, Oleksandr Rokovyi, Oleg Alienin, Yuri G. Gordienko
2021 — conf
Deep Learning with Noise Data Augmentation and Detrended Fluctuation Analysis for Physical Action Classification by Brain-Computer Interface.
ISCMI
Yuri G. Gordienko, Kostiantyn Kostiukevych, Nikita Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2021 — conf
Hybrid Classic-Quantum Neural Networks for Image Classification.
IDAACS
Yevhenii Trochun, Sergii G. Stirenko, Oleksandr Rokovyi, Oleg Alienin, Evgen Pavlov, Yuri G. Gordienko
2019 — conf
Effect of Data Augmentation and Lung Mask Segmentation for Automated Chest Radiograph Interpretation of Some Lung Diseases.
ICONIP (4)
Peng Gang, Wei Zeng, Yuri G. Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
2019 J jnl
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions.
CoRR
Vlad Taran, Yuri G. Gordienko, Alexandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2019 — conf
Prediction of Physical Load Level by Machine Learning Analysis of Heart Activity after Exercises.
SSCI
Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2019 J jnl
Prediction of Physical Load Level by Machine Learning Analysis of Heart Activity after Exercises.
CoRR
Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2018 J jnl
Batch Size Influence on Performance of Graphic and Tensor Processing Units during Training and Inference Phases.
CoRR
Yuriy Kochura, Yuri G. Gordienko, Vlad Taran, Nikita Gordienko, Alexandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2018 J jnl
Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation.
CoRR
Sergii G. Stirenko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Peng Gang, Wei Zeng, Yuri G. Gordienko
2018 J jnl
Deep Learning for Fatigue Estimation on the Basis of Multimodal Human-Machine Interactions.
CoRR
Yuri G. Gordienko, Sergii G. Stirenko, Yuriy Kochura, Oleg Alienin, Michail Novotarskiy, Nikita Gordienko
2018 J jnl
Dimensionality Reduction in Deep Learning for Chest X-Ray Analysis of Lung Cancer.
CoRR
Yuri G. Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko, Peng Gang, Jiang Hui, Wei Zeng
2018 — conf
Dimensionality reduction in deep learning for chest X-ray analysis of lung cancer.
ICACI
Peng Gang, Zhen Wang, Wei Zeng, Yuri G. Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
2018 J jnl
Gamification for Education of the Digitally Native Generation by Means of Virtual Reality, Augmented Reality, Machine Learning, and Brain-Computing Interfaces in Museums.
CoRR
Olga Barkova, Natalia Pysarevska, Oleg Alienin, Serhii Hamotskyi, Nikita Gordienko, Vladyslav Sarnatskyi, Vadym Ovcharenko, Mariia Tkachenko, Yuri G. Gordienko, Sergii G. Stirenko
2018 — conf
Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti.
ICONIP (5)
Nikita Gordienko, Peng Gang, Yuri G. Gordienko, Wei Zeng, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
2018 J jnl
Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti.
CoRR
Nikita Gordienko, Peng Gang, Yuri G. Gordienko, Wei Zeng, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
2018 — conf
Parallel Statistical and Machine Learning Methods for Estimation of Physical Load.
ICA3PP (1)
Sergii G. Stirenko, Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleg Alienin, Oleksandr Rokovyi, Nikita Gordienko, Ivan Pavliuchenko, Anis Rojbi
2018 J jnl
Parallel Statistical and Machine Learning Methods for Estimation of Physical Load.
CoRR
Sergii G. Stirenko, Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleg Alienin, Oleksandr Rokovyi, Nikita Gordienko
2018 — conf
Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images.
CompSysTech
Vlad Taran, Nikita Gordienko, Yuriy Kochura, Yuri G. Gordienko, Alexandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2018 J jnl
Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images.
CoRR
Vlad Taran, Nikita Gordienko, Yuriy Kochura, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2017 J jnl
Augmented Coaching Ecosystem for Non-obtrusive Adaptive Personalized Elderly Care on the Basis of Cloud-Fog-Dew Computing Paradigm.
CoRR
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
2017 — conf
Augmented Coaching Ecosystem for Non-obtrusive Adaptive Personalized Elderly Care on the basis of Cloud-Fog-Dew computing paradigm.
MIPRO
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
2017 J jnl
Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes.
CoRR
Yuriy Kochura, Sergii G. Stirenko, Anis Rojbi, Oleg Alienin, Michail Novotarskiy, Yuri G. Gordienko
2017 — conf
Comparative analysis of open source frameworks for machine learning with use case in single-threaded and multi-threaded modes.
CSIT (1)
Yuriy Kochura, Sergii G. Stirenko, Oleg Alienin, Michail Novotarskiy, Yuri G. Gordienko
2017 J jnl
Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer.
CoRR
Yuri G. Gordienko, Peng Gang, Jiang Hui, Wei Zeng, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
2017 J jnl
Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes.
CoRR
Yuriy Kochura, Sergii G. Stirenko, Oleg Alienin, Michail Novotarskiy, Yuri G. Gordienko
2017 J jnl
Performance Evaluation of Distributed Computing Environments with Hadoop and Spark Frameworks.
CoRR
Vladyslav Taran, Oleg Alienin, Sergii G. Stirenko, Anis Rojbi, Yuri G. Gordienko
2017 J jnl
User-driven Intelligent Interface on the Basis of Multimodal Augmented Reality and Brain-Computer Interaction for People with Functional Disabilities.
CoRR
Sergii G. Stirenko, Yuri G. Gordienko, T. Shemsedinov, Oleg Alienin, Yuriy Kochura, Nikita Gordienko, Anis Rojbi, Jorge R. López Benito, E. Artetxe González