Nikita Gordienko

According to our database, Nikita Gordienko authored at least 16 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Hierarchy of Hybrid Deep Neural Networks for Physical Action Classification by Brain-Computer Interface.

Kostiantyn Kostiukevych, Yuri G. Gordienko, Nikita Gordienko, Oleksandr Rokovyi, Sergii G. Stirenko

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop MoMLeT&DS 2022, 2022

Hybrid Convolutional, Recurrent and Attention-Based Architectures of Deep Neural Networks for Classification of Human-Computer Interaction by Electroencephalography.

Nikita Gordienko, Oleksandr Rokovyi, Yuri G. Gordienko, Sergii G. Stirenko

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.

Yuri G. Gordienko, Yuriy Kochura, Vlad Taran, Nikita Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko

Adv. Comput., 2021

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

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

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

Capsule Deep Neural Network for Recognition of Historical Graffiti Handwriting.

Nikita Gordienko, Yuriy Kochura, Vlad Taran, Peng Gang, 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, Yuri G. Gordienko, Oleg Alienin, Oleksandr Rokovyi, Nikita 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

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

Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti.

Nikita Gordienko, Peng Gang, Yuri G. Gordienko, Wei Zeng, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Parallel Statistical and Machine Learning Methods for Estimation of Physical Load.

Sergii G. Stirenko, Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleg Alienin, Oleksandr Rokovyi, Nikita Gordienko, Ivan Pavliuchenko, Anis Rojbi

Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

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

Proceedings of the 19th International Conference on Computer Systems and Technologies, 2018

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

2016

Multi-Parametric Statistical Method for Estimation of Accumulated Fatigue by Sensors in Ordinary Gadgets.

Nikita Gordienko

CoRR, 2016

2015

Synergy of volunteer measurements and volunteer computing for effective data collecting, processing, simulating and analyzing on a worldwide scale.

Nikita Gordienko, Oleg Lodygensky, Gilles Fedak, Yuri G. Gordienko

Proceedings of the 38th International Convention on Information and Communication Technology, 2015