Serge Dolgikh

Orcid: 0000-0001-5929-8954

According to our database1, Serge Dolgikh authored at least 28 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Self-awareness in natural and artificial intelligent systems: a unified information-based approach.
Evol. Intell., 2024

The Trap of Presumed Equivalence: Artificial General Intelligence Should Not Be Assessed on the Scale of Human Intelligence.
CoRR, 2024

"Efficient Complexity": a Constrained Optimization Approach to the Evolution of Natural Intelligence.
CoRR, 2024

Unsupervised semantic analysis and zero-shot learning of newsgroup topics.
Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume IV: Computational Linguistics Workshop, 2024

Navigation and Communications Protocols for Autonomous Intelligent Mobility.
Proceedings of the 14th International Conference on Advanced Computer Information Technologies, 2024

2023
Intelligent Control in Unmanned Autonomous Aerial Mobility Systems.
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.
Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

Consensus Protocols for Improved Survivability in Autonomous Groups of UAV.
Proceedings of the 13th International Conference on Dependable Systems, 2023

Protocol and Logical Models for Robustness and Survivability in Autonomous UAV Systems.
Proceedings of the 13th International Conference on Dependable Systems, 2023

Sparse Generative Embeddings of Handwritten Digits.
Proceedings of the 13th International Conference on Advanced Computer Information Technologies, 2023

2022
Sparse generative representations of handwritten digits.
Proceedings of the 27th International Conference on Information Society and University Studies (IVUS 2022), 2022

Modeling of Small Data with Unsupervised Generative Ensemble Learning.
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).
Proceedings of 1st Workshop on Bias, 2022

Terrain Image Recognition with Unsupervised Generative Representations: the Effect of Anomalies.
Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

Collaborative Human-AI Decision-Making Systems with Numerical Channels.
Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

2021
Topology of Conceptual Representations in Unsupervised Generative Models.
Proceedings of the 26th International Conference on Information Society and University Studies (IVUS 2021), 2021

Sparsity Constraint in Unsupervised Concept Learning.
Proceedings of the 21st Conference Information Technologies, 2021

Collaborative Human-AI Decision-Making Systems.
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.
Proceedings of the Information and Communication Technologies in Education, Research, and Industrial Applications, 2021

Latent Representations of Terrain in Aerial Image Classification.
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.
Proceedings of the 11th International Conference on Advanced Computer Information Technologies, 2021

2020
Covid-19 Epidemiological Factor Analysis: Identifying Principal Factors with Machine Learning.
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.
Proceedings of the 20th Conference Information Technologies, 2020

Identifying Explosive Epidemiological Cases with Unsupervised Machine Learning.
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Automated Object Recognition System based on Convolutional Autoencoder.
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.
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.
Proceedings of the 15th International Conference on Network and Service Management, 2019

2018
Spontaneous Concept Learning with Deep Autoencoder.
Int. J. Comput. Intell. Syst., 2018


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