Yuri G. Gordienko
Orcid: 0000-0003-2682-4668
According to our database1,
Yuri G. Gordienko
authored at least 50 papers
between 2013 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Application of Neural Graphics Primitives Models for 3D Representation of Devastation Caused by Russian Aggression in Ukraine.
Proceedings of the Computational Science - ICCS 2024, 2024
2023
Proceedings of the 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective, 2023
Expansion Rate Parametrization and K-Fold Based Inference with U-Net Neural Networks for Multiclass Medical Image Segmentation.
Proceedings of the Artificial Intelligence and Soft Computing, 2023
Object Detection for Rescue Operations by High-Altitude Infrared Thermal Imaging Collected by Unmanned Aerial Vehicles.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023
Impact of Mixed Multimodalities and Size Dependence on Performance of Object Detection on Multimodal Satellite Imagery<sup>*</sup>.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop MoMLeT&DS 2022, 2022
Hierarchy of Hybrid Deep Neural Networks for Physical Action Classification by Brain-Computer Interface.
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop MoMLeT&DS 2022, 2022
Proceedings of the 10th International Symposium on Digital Forensics and Security, 2022
Hybrid Convolutional, Recurrent and Attention-Based Architectures of Deep Neural Networks for Classification of Human-Computer Interaction by Electroencephalography.
Proceedings of the HCI International 2022 - Late Breaking Papers. Multimodality in Advanced Interaction Environments, 2022
2021
Chapter Nine - "Last mile" optimization of edge computing ecosystem with deep learning models and specialized tensor processing architectures.
Adv. Comput., 2021
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021
Convolutional and Recurrent Neural Networks for Physical Action Forecasting by Brain-Computer Interface.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021
Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021
Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021
Impact of Hybrid Neural Network Structure on Performance of Multiclass Classification.
Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021
Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021
Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021
2019
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions.
CoRR, 2019
Prediction of Physical Load Level by Machine Learning Analysis of Heart Activity after Exercises.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Effect of Data Augmentation and Lung Mask Segmentation for Automated Chest Radiograph Interpretation of Some Lung Diseases.
Proceedings of the Neural Information Processing - 26th International Conference, 2019
2018
Batch Size Influence on Performance of Graphic and Tensor Processing Units during Training and Inference Phases.
CoRR, 2018
CoRR, 2018
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.
CoRR, 2018
Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation.
CoRR, 2018
CoRR, 2018
Deep Learning for Fatigue Estimation on the Basis of Multimodal Human-Machine Interactions.
CoRR, 2018
Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the Tenth International Conference on Advanced Computational Intelligence, 2018
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018
Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images.
Proceedings of the 19th International Conference on Computer Systems and Technologies, 2018
2017
Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer.
CoRR, 2017
Generating and Estimating Nonverbal Alphabets for Situated and Multimodal Communications.
CoRR, 2017
Music Transcription by Deep Learning with Data and "Artificial Semantic" Augmentation.
CoRR, 2017
Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes.
CoRR, 2017
Performance Evaluation of Distributed Computing Environments with Hadoop and Spark Frameworks.
CoRR, 2017
User-driven Intelligent Interface on the Basis of Multimodal Augmented Reality and Brain-Computer Interaction for People with Functional Disabilities.
CoRR, 2017
Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes.
CoRR, 2017
Comparative Performance Analysis of Neural Networks Architectures on H2O Platform for Various Activation Functions.
CoRR, 2017
Augmented Coaching Ecosystem for Non-obtrusive Adaptive Personalized Elderly Care on the basis of Cloud-Fog-Dew computing paradigm.
Proceedings of the 40th International Convention on Information and Communication Technology, 2017
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017
Comparative analysis of open source frameworks for machine learning with use case in single-threaded and multi-threaded modes.
Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017
2015
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., 2015
Science gateway for distributed multiscale course management in e-Science and e-Learning - Use case for study and investigation of functionalized nanomaterials.
Proceedings of the 38th International Convention on Information and Communication Technology, 2015
Synergy of volunteer measurements and volunteer computing for effective data collecting, processing, simulating and analyzing on a worldwide scale.
Proceedings of the 38th International Convention on Information and Communication Technology, 2015
2014
Complex Workflow Management and Integration of Distributed Computing Resources by Science Gateway Portal for Molecular Dynamics Simulations in Materials Science.
CoRR, 2014
Migration-Driven Hierarchical Crystal Defect Aggregation - Symmetry and Scaling Analysis.
CoRR, 2014
IMP Science Gateway: From the Portal to the Hub of Virtual Experimental Labs in Materials Science.
Proceedings of the 6th International Workshop on Science Gateways, 2014
2013
From Quantity To Quality: Massive Molecular Dynamics Simulation of Nanostructures under Plastic Deformation in Desktop and Service Grid Distributed Computing Infrastructure.
Comput. Sci., 2013