Sergii G. Stirenko

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 54

Top Topics

Top Venues

Publications

Illia Oholtsov, Yuri G. Gordienko, Mariia Ladonia, Sergii Telenyk, Grzegorz Nowakowski, Sergii G. Stirenko
Application of Neural Graphics Primitives Models for 3D Representation of Devastation Caused by Russian Aggression in Ukraine. ICCS (2) (2024)
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)
Jiashu Xu, Sergii G. Stirenko
Mixup Feature: A Pretext Task Self-Supervised Learning Method for Enhanced Visual Feature Learning. IEEE Access 11 (2023)
Andrii Polukhin, Yuri G. Gordienko, Gert Jervan, Sergii G. Stirenko
Object Detection for Rescue Operations by High-Altitude Infrared Thermal Imaging Collected by Unmanned Aerial Vehicles. IbPRIA (2023)
Roman Statkevych, Yuri G. Gordienko, Sergii G. Stirenko
Expansion Rate Parametrization and K-Fold Based Inference with U-Net Neural Networks for Multiclass Medical Image Segmentation. ICAISC (1) (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)
Vladyslav Shlianin, Yuri G. Gordienko, Sergii G. Stirenko
Link Prediction Method in Graph Objects by Auto Encoding in Graph Neural Networks. MoMLeT+DS (2022)
Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
Context-Aware Data Augmentation for Efficient Object Detection by UAV Surveillance. ISDFS (2022)
Jiashu Xu, Sergii G. Stirenko
Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification. CoRR (2022)
Dmytro Vasylenko, Sergii G. Stirenko, Yuri G. Gordienko
Improvement of Image Compression Performance by Deep Neural Networks. EUROCON (2021)
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)
Yevhenii Trochun, Evgen Pavlov, Sergii G. Stirenko, Yuri G. Gordienko
Impact of Hybrid Neural Network Structure on Performance of Multiclass Classification. EUROCON (2021)
Roman Statkevych, Sergii G. Stirenko, Yuri G. Gordienko
Human Kidney Tissue Image Segmentation by U-Net Models. EUROCON (2021)
Andrii Prasolov, Sergii G. Stirenko, Yuri G. Gordienko
Improvement of Image Super Resolution by Deep Neural Networks. EUROCON (2021)
Volodymyr Valko, Sergii G. Stirenko, Ihor Babarykin, Yuri G. Gordienko
Provenance Detection System for Deep Learning Content in Healthcare. EUROCON (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)
Bohdan Sus, Nataliia Tmienova, Ilona Revenchuk, Oleksandr Bauzha, Sergii G. Stirenko
Gamification Approach to the Creation of Virtual Laboratory Works and Educational Courses. ICST (2020)
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)
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 (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)
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 (2018)
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)
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 (2018)
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)
Oleksandr Kovalchuk, Yuri G. Gordienko, Sergii G. Stirenko
Impact of MQTT Based Sensor Network Architecture on Delivery Delay Time. CoRR (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, Yuriy Kochura, Vlad Taran, Peng Gang, Yuri G. Gordienko, Sergii G. Stirenko
Capsule Deep Neural Network for Recognition of Historical Graffiti Handwriting. 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. 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, 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 (2018)
Serhii Hamotskyi, Anis Rojbi, Sergii G. Stirenko, Yuri G. Gordienko
Automatized Generation of Alphabets of Symbols. CoRR (2017)
Yuri G. Gordienko, Sergii G. Stirenko, Oleg Alienin, Karolj Skala, Zorislav Soyat, Anis Rojbi, Jorge R. López Benito, E. Artetxe González, U. Lushchyk, L. 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 (2017)
Serhii Hamotskyi, Sergii G. Stirenko, Yuri G. Gordienko, Anis Rojbi
Generating and Estimating Nonverbal Alphabets for Situated and Multimodal Communications. CoRR (2017)
Yuri G. Gordienko, Sergii G. Stirenko, Oleg Alienin, Karolj Skala, Zorislav Sojat, Anis Rojbi, Jorge R. López Benito, E. Artetxe González, U. Lushchyk, L. 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)
Vladyslav Taran, Oleg Alienin, Sergii G. Stirenko, Anis Rojbi, Yuri G. Gordienko
Performance Evaluation of Distributed Computing Environments with Hadoop and Spark Frameworks. CoRR (2017)
Yuriy Kochura, Sergii G. Stirenko, Yuri G. Gordienko
Comparative Performance Analysis of Neural Networks Architectures on H2O Platform for Various Activation Functions. CoRR (2017)
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)
Vladyslav Sarnatskyi, Vadym Ovcharenko, Mariia Tkachenko, Sergii G. Stirenko, Yuri G. Gordienko, Anis Rojbi
Music Transcription by Deep Learning with Data and "Artificial Semantic" Augmentation. CoRR (2017)
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)
Serhii Hamotskyi, Anis Rojbi, Sergii G. Stirenko, Yuri G. Gordienko
Automatized Generation of Alphabets of Symbols. FedCSIS (2017)
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 (2017)
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 (2017)
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 (2017)
Yuri G. Gordienko, Sergii G. Stirenko, Olexander Gatsenko, Lev Bekenov
Science Gateway for Distributed Multiscale Course Management in e-Science and e-Learning - Use Case for Study and Investigation of Functionalized Nanomaterials. CoRR (2015)
Yuri G. Gordienko, Lev Bekenov, Olexandra Baskova, Olexander Gatsenko, Elena Zasimchuk, Sergii G. Stirenko
IMP Science Gateway: from the Portal to the Hub of Virtual Experimental Labs in e-Science and Multiscale Courses in e-Learning. Concurr. Comput. Pract. Exp. 27 (16) (2015)
Yuri G. Gordienko, Sergii G. Stirenko, Olexander Gatsenko, Lev Bekenov
Science gateway for distributed multiscale course management in e-Science and e-Learning - Use case for study and investigation of functionalized nanomaterials. MIPRO (2015)
Yuri G. Gordienko, Lev Bekenev, Olexandra Baskova, Olexander Gatsenko, Elena Zasimchuk, Sergii G. Stirenko
IMP Science Gateway: from the Portal to the Hub of Virtual Experimental Labs in Materials Science. CoRR (2014)
Yuri G. Gordienko, Lev Bekenev, Olexandra Baskova, Olexander Gatsenko, Elena Zasimchuk, Sergii G. Stirenko
IMP Science Gateway: From the Portal to the Hub of Virtual Experimental Labs in Materials Science. IWSG (2014)
Olexandr Pospishniy, Sergii G. Stirenko
GRID-DL - Semantic GRID Information Service. OWLED (2012)
Olexandr Pospishniy, Sergii G. Stirenko
Grid-DL - Semantic Grid Information Service. Int. J. Comput. 10 (3) (2011)
Olexandr Pospishniy, Sergii G. Stirenko, Ashraf Abdel-Karim Helal Abu-Ein
Using semantic technologies to improve grid resource management. IDAACS (1) (2011)
O. V. Savytskyi, I. A. Sliusar, S. O. Yesylevskyy, Sergii G. Stirenko, A. I. Kornelyuk
Integrated tools for molecular dynamics simulation data analysis in the MolDynGrid virtual laboratory. IDAACS (1) (2011)