Kyrylo S. Malakhov

Kyrylo S. Malakhov

Research Fellow in AI, ontology engineering, semantic web technologies, digital health, and hybrid telerehabilitation.

Publications

This archive lists 39 DBLP-indexed publication records synchronized from public metadata on July 1, 2026. Additional live profile links are available through Linktree, DBLP, Google Scholar, and ORCID.

2025

Data-Driven Constitutive Modeling and Finite-Element Analysis of Micro-Scale Fracture in Al-Si Metal-Matrix Composites

Conference paper. Vladislav Kaverinskiy, Zoya Sukhenko, Anna Litvin, Sergii Kotlyk, Kyrylo Malakhov.
UkrProg-IIT, pp. 48-61.
Full text / record

Vladislav Kaverinskiy, Zoya Sukhenko, Anna Litvin, Sergii Kotlyk, Kyrylo Malakhov (2025). Data-Driven Constitutive Modeling and Finite-Element Analysis of Micro-Scale Fracture in Al-Si Metal-Matrix Composites. UkrProg-IIT, 48-61. https://ceur-ws.org/Vol-4049/paper4.pdf

Deploying LLMs on CPU-only Environments with llama.cpp Library Set: MedLocalGPT Project Case

Conference paper. Kyrylo Malakhov.
ProfIT AI, pp. 163-176.
Full text / record

Kyrylo Malakhov (2025). Deploying LLMs on CPU-only Environments with llama.cpp Library Set: MedLocalGPT Project Case. ProfIT AI, 163-176. https://ceur-ws.org/Vol-4164/paper11.pdf

LLM-Driven Knowledge Graphs: Automated Creation and Natural Language Querying for Materials Science Research

Conference paper. Vladislav Kaverinskiy, Oleksandr Palagin, Dariia Nikitiuk, Anna Litvin, Kyrylo Malakhov.
SEST, pp. 123-132.
Full text / record

Vladislav Kaverinskiy, Oleksandr Palagin, Dariia Nikitiuk, Anna Litvin, Kyrylo Malakhov (2025). LLM-Driven Knowledge Graphs: Automated Creation and Natural Language Querying for Materials Science Research. SEST, 123-132. https://ceur-ws.org/Vol-4053/paper9.pdf

Conference paper. Mykola Petrenko, Oleksandr Palagin, Mykola Boyko, Kyrylo Malakhov.
BAITmp, pp. 115-126.
Full text / record

Mykola Petrenko, Oleksandr Palagin, Mykola Boyko, Kyrylo Malakhov (2025). Research-related design systems. BAITmp, 115-126. https://ceur-ws.org/Vol-4159/paper10.pdf

Scalable Clustering of Complex ECG Health Data: Big Data Clustering Analysis with UMAP and HDBSCAN

Journal article. Vladislav Kaverinskiy, Illya Chaikovsky, Anton Mnevets, Tatiana Ryzhenko, Mykhailo Bocharov, Kyrylo Malakhov.
Comput., pp. 144.
DOI: 10.3390/computation13060144

Vladislav Kaverinskiy, Illya Chaikovsky, Anton Mnevets, Tatiana Ryzhenko, Mykhailo Bocharov, Kyrylo Malakhov (2025). Scalable Clustering of Complex ECG Health Data: Big Data Clustering Analysis with UMAP and HDBSCAN. Comput. 13(6), 144. DOI: 10.3390/computation13060144

Subtle changes on electrocardiogram in severe patients with COVID-19 may be predictors of treatment outcome

Journal article. Illya Chaikovsky, Dmytro Dziuba, Olga Kryvova, Katerina Marushko, Julia Vakulenko, Kyrylo Malakhov, Oleg Loskutov.
Frontiers Artif. Intell..
DOI: 10.3389/frai.2025.1561079

Illya Chaikovsky, Dmytro Dziuba, Olga Kryvova, Katerina Marushko, Julia Vakulenko, Kyrylo Malakhov, Oleg Loskutov (2025). Subtle changes on electrocardiogram in severe patients with COVID-19 may be predictors of treatment outcome. Frontiers Artif. Intell. 8. DOI: 10.3389/frai.2025.1561079

2024

A Distributed Classification Method for Real-time Healthcare Data Processing

Conference paper. Vladislav Kaverinskiy, Oleksandr V. Palagin, Kyrylo Malakhov.
ProfIT AI, pp. 162-174.
Full text / record

Vladislav Kaverinskiy, Oleksandr V. Palagin, Kyrylo Malakhov (2024). A Distributed Classification Method for Real-time Healthcare Data Processing. ProfIT AI, 162-174. https://ceur-ws.org/Vol-3777/paper10.pdf

Integrating Hybrid Cloud Solutions in Telerehabilitation

Conference paper. Kyrylo Malakhov, Tetyana Semykopna.
UkrPROG, pp. 434-448.
Full text / record

Kyrylo Malakhov, Tetyana Semykopna (2024). Integrating Hybrid Cloud Solutions in Telerehabilitation. UkrPROG, 434-448. https://ceur-ws.org/Vol-3806/S_6_Malakhov_Semykopna.pdf

Letter to the Editor: Advancements in Digital Health Technologies

Journal article. Kyrylo Malakhov.
S. Afr. Comput. J..
DOI: 10.18489/sacj.v36i1.18942

Kyrylo Malakhov (2024). Letter to the Editor: Advancements in Digital Health Technologies. S. Afr. Comput. J. 36(1). DOI: 10.18489/sacj.v36i1.18942

Machine Learning Analysis of Arterial Oscillograms for Depression Level Diagnosis in Cardiovascular Health

Journal article. Vladislav Kaverinsky, Dmytro Vakulenko, Liudmyla Vakulenko, Kyrylo Malakhov.
Complex Syst. Informatics Model. Q., pp. 94-110.
DOI: 10.7250/csimq.2024-40.04

Vladislav Kaverinsky, Dmytro Vakulenko, Liudmyla Vakulenko, Kyrylo Malakhov (2024). Machine Learning Analysis of Arterial Oscillograms for Depression Level Diagnosis in Cardiovascular Health. Complex Syst. Informatics Model. Q. 40, 94-110. DOI: 10.7250/csimq.2024-40.04

Modern Information Technologies in Scientific Research and Educational Activities

Preprint / arXiv record. Kyrylo Malakhov, Vladislav Kaverinskiy, Liliia Ivanova, Oleksandr Romanyuk, Oksana Romaniuk, Svitlana Voinova, Sergii Kotlyk, Oksana Sokolova.
CoRR.
DOI: 10.48550/arXiv.2407.10296

Kyrylo Malakhov, Vladislav Kaverinskiy, Liliia Ivanova, Oleksandr Romanyuk, Oksana Romaniuk, Svitlana Voinova, Sergii Kotlyk, Oksana Sokolova (2024). Modern Information Technologies in Scientific Research and Educational Activities. CoRR abs/2407.10296. DOI: 10.48550/arXiv.2407.10296

Systems Science: Digitalization of Transdisciplinary Research

Journal article. Mykola Petrenko, Kyrylo Malakhov.
J. Robotics Netw. Artif. Life, pp. 342-352.
DOI: 10.57417/jrnal.10.4_342

Mykola Petrenko, Kyrylo Malakhov (2024). Systems Science: Digitalization of Transdisciplinary Research. J. Robotics Netw. Artif. Life 10(4), 342-352. DOI: 10.57417/jrnal.10.4_342

Conference paper. Mykola Petrenko, Mykola Boyko, Sergii Kotlyk, Kyrylo Malakhov.
ProfIT AI, pp. 418-429.
Full text / record

Mykola Petrenko, Mykola Boyko, Sergii Kotlyk, Kyrylo Malakhov (2024). Towards Ontology-Related Support for Transdisciplinary Research. ProfIT AI, 418-429. https://ceur-ws.org/Vol-3777/paper26.pdf

2023

Developing an ontology-based system for semantic processing of scientific digital libraries

Journal article. Kyrylo Malakhov, Mykola Petrenko, Ellen Cohn.
S. Afr. Comput. J..
DOI: 10.18489/sacj.v35i1.1219

Kyrylo Malakhov, Mykola Petrenko, Ellen Cohn (2023). Developing an ontology-based system for semantic processing of scientific digital libraries. S. Afr. Comput. J. 35(1). DOI: 10.18489/sacj.v35i1.1219

Digital Health Systems: Ontology-Based Universal Dialog Service for Hybrid E-Rehabilitation Activities Support

Conference paper. Oleksandr V. Palagin, Vladislav Kaverinsky, Mykola Petrenko, Kyrylo Malakhov.
IDAACS, pp. 84-89.
DOI: 10.1109/IDAACS58523.2023.10348639

Oleksandr V. Palagin, Vladislav Kaverinsky, Mykola Petrenko, Kyrylo Malakhov (2023). Digital Health Systems: Ontology-Based Universal Dialog Service for Hybrid E-Rehabilitation Activities Support. IDAACS, 84-89. DOI: 10.1109/IDAACS58523.2023.10348639

Natural Language-Driven Dialogue Systems for Support in Physical Medicine and Rehabilitation

Journal article. Vladislav Kaverinsky, Kyrylo Malakhov.
S. Afr. Comput. J..
DOI: 10.18489/sacj.v35i2.17444

Vladislav Kaverinsky, Kyrylo Malakhov (2023). Natural Language-Driven Dialogue Systems for Support in Physical Medicine and Rehabilitation. S. Afr. Comput. J. 35(2). DOI: 10.18489/sacj.v35i2.17444

New Information Technologies, Simulation and Automation

Preprint / arXiv record. Vitalii Velychko, Svitlana Voinova, Valery Granyak, Liliia Ivanova, Sergii Kotlyk, Alona Kudriashova, Tetiana Kunup, Kyrylo Malakhov, Iryna Pikh, Nataliia Punchenko, Vsevolod Senkivskyy, Olexandra Sergeeva, Oksana Sokolova, Sergiy Fedosov, Oleksandr Khoshaba, Olexandra Tsyra, Yuri Chaplinskyy, Olexander Gurskiy, Kostiantyn Zavertailo, Diana Kotlyk.
CoRR.
DOI: 10.48550/arXiv.2301.01028

Vitalii Velychko, Svitlana Voinova, Valery Granyak, Liliia Ivanova, Sergii Kotlyk, Alona Kudriashova, Tetiana Kunup, Kyrylo Malakhov, Iryna Pikh, Nataliia Punchenko, Vsevolod Senkivskyy, Olexandra Sergeeva, Oksana Sokolova, Sergiy Fedosov, Oleksandr Khoshaba, Olexandra Tsyra, Yuri Chaplinskyy, Olexander Gurskiy, Kostiantyn Zavertailo, Diana Kotlyk (2023). New Information Technologies, Simulation and Automation. CoRR abs/2301.01028. DOI: 10.48550/arXiv.2301.01028

OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-Learning

Journal article. Oleksandr V. Palagin, Vladislav Kaverinskiy, Anna Litvin, Kyrylo Malakhov.
Int. J. Comput., pp. 170-183.
DOI: 10.47839/ijc.22.2.3086

Oleksandr V. Palagin, Vladislav Kaverinskiy, Anna Litvin, Kyrylo Malakhov (2023). OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-Learning. Int. J. Comput. 22(2), 170-183. DOI: 10.47839/ijc.22.2.3086

OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-Learning

Preprint / arXiv record. Oleksandr V. Palagin, Vladislav Kaverinskiy, Anna Litvin, Kyrylo Malakhov.
CoRR.
DOI: 10.48550/arXiv.2307.05082

Oleksandr V. Palagin, Vladislav Kaverinskiy, Anna Litvin, Kyrylo Malakhov (2023). OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-Learning. CoRR abs/2307.05082. DOI: 10.48550/arXiv.2307.05082

Ontology-Driven Computer Systems: Elementary Senses in Domain Knowledge Processing

Journal article. Mykola Petrenko, Ellen Cohn, Oleksandr Shchurov, Kyrylo Malakhov.
S. Afr. Comput. J..
DOI: 10.18489/sacj.v35i2.17445

Mykola Petrenko, Ellen Cohn, Oleksandr Shchurov, Kyrylo Malakhov (2023). Ontology-Driven Computer Systems: Elementary Senses in Domain Knowledge Processing. S. Afr. Comput. J. 35(2). DOI: 10.18489/sacj.v35i2.17445

Ontology-driven development of dialogue systems

Journal article. Anna Litvin, Oleksandr V. Palagin, Vladislav Kaverinsky, Kyrylo Malakhov.
S. Afr. Comput. J..
DOI: 10.18489/sacj.v35i1.1233

Anna Litvin, Oleksandr V. Palagin, Vladislav Kaverinsky, Kyrylo Malakhov (2023). Ontology-driven development of dialogue systems. S. Afr. Comput. J. 35(1). DOI: 10.18489/sacj.v35i1.1233

Ontology-Driven Processing of Transdisciplinary Domain Knowledge

Preprint / arXiv record. Oleksandr V. Palagin, Mykola Petrenko, Sergii Kryvyi, Mykola Boyko, Kyrylo Malakhov.
CoRR.
DOI: 10.48550/arXiv.2311.04910

Oleksandr V. Palagin, Mykola Petrenko, Sergii Kryvyi, Mykola Boyko, Kyrylo Malakhov (2023). Ontology-Driven Processing of Transdisciplinary Domain Knowledge. CoRR abs/2311.04910. DOI: 10.48550/arXiv.2311.04910

2022

Hospital Information Smart-System for Hybrid E-Rehabilitation

Conference paper. Oleksandr V. Palagin, Kyrylo Malakhov, Vitalii Velychko, Tetiana Semykopna, Oleksandr Shchurov.
UkrPROG, pp. 140-157.
Full text / record

Oleksandr V. Palagin, Kyrylo Malakhov, Vitalii Velychko, Tetiana Semykopna, Oleksandr Shchurov (2022). Hospital Information Smart-System for Hybrid E-Rehabilitation. UkrPROG, 140-157. https://ceur-ws.org/Vol-3501/s50.pdf

2020

Conference paper. Oleksandr V. Palagin, Vitalii Velychko, Kyrylo Malakhov, Oleksandr Shchurov.
UkrPROG, pp. 342-352.
Full text / record

Oleksandr V. Palagin, Vitalii Velychko, Kyrylo Malakhov, Oleksandr Shchurov (2020). Distributional Semantic Modeling: a Revised Technique to Train Term/Word Vector Space Models Applying the Ontology-related Approach. UkrPROG, 342-352. https://ceur-ws.org/Vol-2866/ceur_342-352palagin34.pdf

Preprint / arXiv record. Oleksandr V. Palagin, Vitalii Velychko, Kyrylo Malakhov, Oleksandr Shchurov.
CoRR.
Full text / record

Oleksandr V. Palagin, Vitalii Velychko, Kyrylo Malakhov, Oleksandr Shchurov (2020). Distributional semantic modeling: a revised technique to train term/word vector space models applying the ontology-related approach. CoRR abs/2003.03350. https://arxiv.org/abs/2003.03350

2018

Comparative analysis of SVIT and Skype features in e-Learning process

Preprint / arXiv record. K. S. Malakhov, H. A. Mohylnyi, V. V. Semenkov, Yu. L. Tikhonov, S. V. Fylypenko.
CoRR.
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K. S. Malakhov, H. A. Mohylnyi, V. V. Semenkov, Yu. L. Tikhonov, S. V. Fylypenko (2018). Comparative analysis of SVIT and Skype features in e-Learning process. CoRR abs/1802.08039. http://arxiv.org/abs/1802.08039

Design and software implementation of subsystems for creating and using the ontological base of a research scientist

Preprint / arXiv record. Oleksandr V. Palagin, K. S. Malakhov, V. Yu. Velichko, O. S. Shurov.
CoRR.
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Oleksandr V. Palagin, K. S. Malakhov, V. Yu. Velichko, O. S. Shurov (2018). Design and software implementation of subsystems for creating and using the ontological base of a research scientist. CoRR abs/1802.06768. http://arxiv.org/abs/1802.06768

Development of formal models, algorithms, procedures, engineering and functioning of the software system “Instrumental complex for ontological engineering purpose”

Preprint / arXiv record. A. V. Palagin, N. G. Petrenko, V. Yu. Velychko, K. S. Malakhov.
CoRR.
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A. V. Palagin, N. G. Petrenko, V. Yu. Velychko, K. S. Malakhov (2018). Development of formal models, algorithms, procedures, engineering and functioning of the software system “Instrumental complex for ontological engineering purpose”. CoRR abs/1803.10684. http://arxiv.org/abs/1803.10684

Information technology and integrated tools for support of smart systems research design

Preprint / arXiv record. Oleksandr V. Palagin, Mykola Petrenko, Kyrylo Malakhov.
CoRR.
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Oleksandr V. Palagin, Mykola Petrenko, Kyrylo Malakhov (2018). Information technology and integrated tools for support of smart systems research design. CoRR abs/1805.00437. http://arxiv.org/abs/1805.00437

Integrated Tools for Engineering Ontologies

Preprint / arXiv record. V. Yu. Velychko, K. S. Malakhov, V. V. Semenkov, A. E. Strizhak.
CoRR.
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V. Yu. Velychko, K. S. Malakhov, V. V. Semenkov, A. E. Strizhak (2018). Integrated Tools for Engineering Ontologies. CoRR abs/1802.06821. http://arxiv.org/abs/1802.06821

Modern RESTful API DLs and frameworks for RESTful web services API schema modeling, documenting, visualizing

Preprint / arXiv record. Kyrylo Malakhov, Oleksandr Kurgaev, Vitalii Velychko.
CoRR.
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Kyrylo Malakhov, Oleksandr Kurgaev, Vitalii Velychko (2018). Modern RESTful API DLs and frameworks for RESTful web services API schema modeling, documenting, visualizing. CoRR abs/1811.04659. http://arxiv.org/abs/1811.04659

Personal research information system. About developing the methods for searching patent analogs of invention

Preprint / arXiv record. Oleksandr V. Palagin, K. S. Malakhov, V. Yu. Velichko, O. S. Shchurov.
CoRR.
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Oleksandr V. Palagin, K. S. Malakhov, V. Yu. Velichko, O. S. Shchurov (2018). Personal research information system. About developing the methods for searching patent analogs of invention. CoRR abs/1802.07544. http://arxiv.org/abs/1802.07544

Principles of design and software development models of ontological-driven computer systems

Preprint / arXiv record. A. V. Palagin, N. G. Petrenko, V. Yu. Velychko, K. S. Malakhov, O. V. Karun.
CoRR.
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A. V. Palagin, N. G. Petrenko, V. Yu. Velychko, K. S. Malakhov, O. V. Karun (2018). Principles of design and software development models of ontological-driven computer systems. CoRR abs/1802.06829. http://arxiv.org/abs/1802.06829

Research and development workstation environment: the new class of Current Research Information Systems

Conference paper. Oleksandr V. Palagin, Vitalii Velychko, Kyrylo Malakhov, Oleksandr Shchurov.
UkrPROG, pp. 255-269.
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Oleksandr V. Palagin, Vitalii Velychko, Kyrylo Malakhov, Oleksandr Shchurov (2018). Research and development workstation environment: the new class of Current Research Information Systems. UkrPROG, 255-269. https://ceur-ws.org/Vol-2139/255-269.pdf

Research and Development Workstation Environment: the new class of Current Research Information Systems

Preprint / arXiv record. Oleksandr V. Palagin, Vitalii Velychko, Kyrylo Malakhov, Oleksandr Shchurov.
CoRR.
Full text / record

Oleksandr V. Palagin, Vitalii Velychko, Kyrylo Malakhov, Oleksandr Shchurov (2018). Research and Development Workstation Environment: the new class of Current Research Information Systems. CoRR abs/1803.05930. http://arxiv.org/abs/1803.05930

Technique for designing a domain ontology

Preprint / arXiv record. A. V. Palagin, N. G. Petrenko, K. S. Malakhov.
CoRR.
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A. V. Palagin, N. G. Petrenko, K. S. Malakhov (2018). Technique for designing a domain ontology. CoRR abs/1802.06769. http://arxiv.org/abs/1802.06769

The problem of the development ontology-driven architecture of intellectual software systems

Preprint / arXiv record. A. V. Palagin, N. G. Petrenko, V. Yu. Velychko, K. S. Malakhov.
CoRR.
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A. V. Palagin, N. G. Petrenko, V. Yu. Velychko, K. S. Malakhov (2018). The problem of the development ontology-driven architecture of intellectual software systems. CoRR abs/1802.06767. http://arxiv.org/abs/1802.06767

To the problem of “The Instrumental complex for ontological engineering purpose” software system design

Preprint / arXiv record. A. V. Palagin, N. G. Petrenko, V. Yu. Velychko, K. S. Malakhov, Yu. L. Tikhonov.
CoRR.
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A. V. Palagin, N. G. Petrenko, V. Yu. Velychko, K. S. Malakhov, Yu. L. Tikhonov (2018). To the problem of “The Instrumental complex for ontological engineering purpose” software system design. CoRR abs/1802.03544. http://arxiv.org/abs/1802.03544

2014

Развитие формальных моделей, алгоритмов, процедур, разработки и функционирования программной системы “Инструментальный комплекс онтологического назначения” (Development of formal models, algorithms, procedures, engineering and functioning of the software system “Instrumental complex for ontological engineering purpose”)

Conference paper. Alexander V. Palagin, Nikolay Petrenko, Vitalii Velychko, Kiril Malakhov.
UkrPROG, pp. 221-232.
Full text / record

Alexander V. Palagin, Nikolay Petrenko, Vitalii Velychko, Kiril Malakhov (2014). Развитие формальных моделей, алгоритмов, процедур, разработки и функционирования программной системы “Инструментальный комплекс онтологического назначения” (Development of formal models, algorithms, procedures, engineering and functioning of the software system “Instrumental complex for ontological engineering purpose”). UkrPROG, 221-232. https://ceur-ws.org/Vol-1843/221-232.pdf

Legacy Publication Pages

Older individual publication pages are retained for stable links and detailed abstracts. Newer publication metadata is maintained in _data/publications.yml so the archive can be synchronized from DBLP without disrupting existing URLs.