Serge Dolgikh

According to our database, Serge Dolgikh authored at least 23 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Intelligent Control in Unmanned Autonomous Aerial Mobility Systems.

Tetiana Shmelova, Dmytro P. Kucherov, Serge Dolgikh, Vasyl Kondratyuk, Oleksandr Kutsenko

Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security, 2023

Open Public Data and Early Factor Analysis in a Developing Public Health Event.

Serge Dolgikh

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

Consensus Protocols for Improved Survivability in Autonomous Groups of UAV.

Dmytro P. Kucherov, Tetiana Shmelova, Serge Dolgikh, Olexii Poshyvailo, Ignat Miroshnichenko, Serhii Shaptala

Proceedings of the 13th International Conference on Dependable Systems, 2023

Protocol and Logical Models for Robustness and Survivability in Autonomous UAV Systems.

Dmytro P. Kucherov, Serge Dolgikh, Ignat Miroshnichenko, Olexii Poshyvailo

Proceedings of the 13th International Conference on Dependable Systems, 2023

Sparse Generative Embeddings of Handwritten Digits.

Sergiy Gnatiuk, Pylyp Prystavka, Serge Dolgikh, Vasyl Kondratiuk, Oleksandr Kutsenko

Proceedings of the 13th International Conference on Advanced Computer Information Technologies, 2023

2022

Sparse generative representations of handwritten digits.

Serge Dolgikh

Proceedings of the 27th International Conference on Information Society and University Studies (IVUS 2022), 2022

Modeling of Small Data with Unsupervised Generative Ensemble Learning.

Serge Dolgikh

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

Fairness and Bias in Learning Systems: a Generative Perspective (short paper).

Serge Dolgikh

Proceedings of 1st Workshop on Bias, 2022

Terrain Image Recognition with Unsupervised Generative Representations: the Effect of Anomalies.

Pylyp Prystavka, Serge Dolgikh, Oleksandr Kozachuk

Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

Collaborative Human-AI Decision-Making Systems with Numerical Channels.

Oksana Mulesa, Mykola Kotsipak, Serge Dolgikh, Yurii Bilak, Tamara Radivilova, Oleksii Baranovskyi

Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

2021

Topology of Conceptual Representations in Unsupervised Generative Models.

Serge Dolgikh

Proceedings of the 26th International Conference on Information Society and University Studies (IVUS 2021), 2021

Sparsity Constraint in Unsupervised Concept Learning.

Serge Dolgikh

Proceedings of the 21st Conference Information Technologies, 2021

Collaborative Human-AI Decision-Making Systems.

Serge Dolgikh, Oksana Mulesa

Proceedings of the Selected Papers of the II International Scientific Symposium "Intelligent Solutions" (IntSol-2021). Workshop Proceedings, Kyiv, 2021

Learned and Native Concepts in Latent Representations of Terrain Images.

Pylyp Prystavka, Serge Dolgikh, Olga Cholyshkina, Oleksandr Kozachuk

Proceedings of the Information and Communication Technologies in Education, Research, and Industrial Applications, 2021

Latent Representations of Terrain in Aerial Image Classification.

Pylyp Prystavka, Serge Dolgikh, Olga Cholyshkina, Oleksandr Kozachuk

Proceedings of the 17th International Conference on ICT in Education, Research and Industrial Applications. Integration, Harmonization and Knowledge Transfer. Volume I: Main Conference, PhD Symposium, and Posters, Kherson, Ukraine, September 28, 2021

Native Concept Frameworks in Unsupervised Generative Learning.

Serge Dolgikh

Proceedings of the 11th International Conference on Advanced Computer Information Technologies, 2021

2020

Covid-19 Epidemiological Factor Analysis: Identifying Principal Factors with Machine Learning.

Serge Dolgikh, Oksana Mulesa

Proceedings of the Selected Papers of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Conferece Proceedings, 2020

Low-Dimensional Representations in Generative Self-Learning Models.

Serge Dolgikh

Proceedings of the 20th Conference Information Technologies, 2020

Identifying Explosive Epidemiological Cases with Unsupervised Machine Learning.

Serge Dolgikh

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Automated Object Recognition System based on Convolutional Autoencoder.

Pylyp Prystavka, Olha Cholyshkina, Serge Dolgikh, Denys Karpenko

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019

A Robust Model for Integration of Artificial Intelligence Methods in Patient Care.

Serge Dolgikh

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

A Framework & System for Classification of Encrypted Network Traffic using Machine Learning.

Nabil Seddigh, Biswajit Nandy, Don Bennett, Yonglin Ren, Serge Dolgikh, Colin Zeidler, Juhandre Knoetze, Naveen Sai Muthyala

Proceedings of the 15th International Conference on Network and Service Management, 2019

2018

Spontaneous Concept Learning with Deep Autoencoder.

Serge Dolgikh

Int. J. Comput. Intell. Syst., 2018