Eugene (Yevgenii) V. Malakhov

Eugene (Yevgenii) V. Malakhov Doctor of Sciences (Tech.), Professor

Doctor of Sciences (Tech.), Professor
Head of Department of Mathematical Support of Computer Systems,
Full Professor

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SCIENTIFIC DEGREES

  • Sc.D. (Tech.) in Information Technologies
    • National Technic University “Kharkov Polytechnic Institute” Kharkov, Ukraine 2010
    • Thesis: “The information technology for simulating subject domains of complex-structured in the organizational management systems (theory and implementation)”
  • Ph.D. (Tech.) in Computer Systems and Networks
    • National Technic University of Ukraine “Kiev Polytechnic Institute” Kiev, Ukraine 1993
    • Thesis: “Research and development of the information-computing system for control of the service processes for moving objects”.

ACADEMIC TITLES

Professor of the Department of Economic Cybernetics and Information Technologies, 2011.

Associate Professor of the Applied Mathematics Department, 1994.

EDUCATION

  • Doctorant (Ph.D.) by speciality “Computer Systems and Networks”
    • Institute of Information Recording Problems of the NAS of Ukraine Kiev, Ukraine
    • August 1989 November 1991
  • Engineer in Computer Science & Systems Engineering
    • Odessa Polytechnic Institute (now Odessa National Polytechnic University)
    • 1989

PUBLICATIONS

Author and co-author of more than 80 scientific papers in peer-reviewed journals and indexed conference proceedings; 9 patents; 3 monographs and chapters of multi-author monographs; 7 educational and methodical manuals; more than 90 conference abstracts

Including

key monographs and textbooks

  1. E.V. Malakhov, S.Yu. Manakov, Course of lectures “Information Technologies Project Management” for students of TE groups of specialty 121 / Methodical manual, Eng. – Odessa: ONAT, 2018. – 52 p.
  2. Information technology in the socio-economic objects management: Monograph. / H.A. Arsiriy, E.V. Malakhov, T.V. Filatova etc. // Odessa: Bondarenko M.O., 2016 – 214 с.
  3. Models, methods and facilities of the socio-economic objects management: Monograph. / M.G. Glava, E.V. Malakhov, A.A. Chugunov etc. // Odessa: Bondarenko M.O., 2016 – 226 с.
  4. E.V. Malakhov. Simulation of complex-structured subject domains: Monograph. Odessa: VMV, 2013. 170 p. In Russian.
  5. E.V. Malakhov, A.A. Blazhko, M.G. Glava. Database Design and Their Implementation by Means of Standard SQL and PostgreSQL: Textbook for students of Universities (approved by Ministry of Education and Science (MES) of Ukraine). Odessa: VMV, 2012. 248 p. In Ukrainian.
  6. E.V. Malakhov. Fundamentals of Database Design: Textbook for students of Universities (approved by MES of Ukraine). Odessa: Science and technique, 2006. 156 p. In Ukrainian.
  7. Z.M. Sokolovskaya, E.V. Malakhov, A.A. Klepikova. Delphi in the Examples and Tasks: Textbook (approved by MES of Ukraine). Odessa: Astroprint, 2005. 334 p. In Russian.

key peer-reviewed papers and full-text proceedings

  1. Malakhov E., Petrushina T., Galchynskyi M. Intellectual video analysis of swimming techniques for the cyber-physical moving pattern development. Scientific Papers of Donetsk National Technical University, Scientific Collection "Problems of Modeling and Design Automatization", №2 (20), 2024, PP. 99-103. DOI: https://doi.org/10.31474/2074-7888-2024-2-20-99-103
  2. Bocharova M.Y., Malakhov E.V., ResJobFit - end-to-end artificial neural networks based technology for job-resume matching. Applied Aspects of Information Technology. 2024; Vol. 7, No. 4: 378–391. DOI: https://doi.org/10.15276/aait.07.2024.27
  3. Oleksandr Penko, Valerii Pienko, Eugene Malakhov, Multiagent Path Finding using Dijkstra Algorithm / Proceedings of IEEE 19th International Conference on Computer Science and Information Technologies (CSIT), 16-19 October 2024, Lviv, Ukraine. – accepted for publication.  Scopus
  4. Irina Kalinina, Aleksandr Gozhyj, Victoria Vysotska, Eugene Malakhov, Victor Gozhyj, Iryna Tregubova, System Methodology of Data Analysis and Pre-processing for Solving Classification Problems / Proceedings of IEEE 19th International Conference on Computer Science and Information Technologies (CSIT), 16-19 October 2024, Lviv, Ukraine. – accepted for publication.  Scopus
  5. Bocharova, M., Malakhov, E. (2024). Improving information theory of context-aware phrase embeddings in HR domain. Eastern-European Journal of Enterprise Technologies, 5 (2 (131)), 53–60. https://doi.org/10.15587/1729-4061.2024.313970  Scopus (Q3)
  6. Bocharova Maiia, General-purpose text embeddings learning for Ukrainian language / Maiia Bocharova, Eugene Malakhov // Advanced Information Technology. – №3 (2024). – PP. 6-15. DOI: https://doi.org/10.17721/AIT.2024.1.01
  7. Mykyta S. Kozlov, A Complex Model of Human Recognition in Emergencies by a Multi-level Drone System / Mykyta S. Kozlov, Eugene V. Malakhov // Proceedings of 66th International Symposium ELMAR-2024, 16-18 September 2024, Zadar, Croatia. – PP. 317-320. – DOI: https://doi.org/10.1109/ELMAR62909.2024.10694255.  Scopus
  8. Prykhodko A.S., Determining object-oriented design complexity due to the identification of classes of open-source web applications created using php frameworks / A.S. Prykhodko, E.V. Malakhov // Radio Electronics, Computer Science, Control. – No. 2 (2024). – PP. 160-166. – DOI: https://doi.org/10.15588/1607-3274-2024-2-16.  Web of Science (Q4)
  9. Volodymyr Samburskyi, Improving the survivability of a reconnaissance UAV swarm based on cellular automata / Volodymyr Samburskyi, Eugene V. Malakhov // Proceedings of 2024 10th International Conference on Computer Technology Applications (ICCTA 2024), May 15-17, 2024, Vienna, Austria. – PP. 310-315. – DOI: https://doi.org/10.1145/3674558.3674603.  Scopus
  10.  Bocharova Maiia Y., CapStyleBERT: Incorporating Capitalization and Style Information into BERT for Enhanced resumes parsing / Maiia Y. Bocharova, Eugene V. Malakhov // Proceedings of 2024 13th International Conference on Software and Computer Applications (ICSCA 2024), Feb. 1-3, 2024, Bali Island, Indonesia. – PP. 249-254. – DOI: https://doi.org/10.1145/3651781.3651820.  Scopus
  11. Bocharova M.Y., Malakhov E.V. and Mezhuyev V.I., VacancySBERT: the approach for representation of titles and skills for semantic similarity search in the recruitment domain. Applied Aspects of Information Technology. 6, 1 (Apr. 2023), 52–59. DOI: https://doi.org/10.15276/aait.06.2023.4
  12. Maksymov O. S., Malakhov E. V. & Mezhuyev V. I. “Model and method for representing complex dynamic information objects based on LMS-trees in NoSQL databases”. Herald of Advanced Information Technology. Publ. Nauka i Tekhnika. Odessa: Ukraine. 2021; Vol. 4 No. 3: 211–224. DOI: https://doi.org/10.15276/hait.03.2021.1
  13. Tsariuk, A. O., & Malakhov, E. V. (2021). The multilayer distributed intelligence system model for emergency area scanning. Herald of Advanced Information Technology, 4(3), 268−277. Retrieved from http://hait.ccs.od.ua/index.php/journal/article/view/120
  14. Malakhov Eugene, A unified approach to the construction and quality analysis of taxonomic identification systems / Eugene Malakhov, Tatyana Petrushina, Natalia Trubina // 4th International Congress on 3D Printing (Additive Manufacturing) Technologies and Digital Industry (3D-PTC2019). April 11-14, 2019, Antalya, Turkish. – PP. 858-865. – [Electronic book] Access mode: http://https://dergipark.org.tr/ij3dptdi
  15. Malakhov Eugene, Algorithms of Classification of Mass Problems of Production Subject Domains / Eugene Malakhov, Denys Shchelkonogov, Vitaliy Mezhuyev // Proceedings of 2019 8th International Conference on Software and Computer Applications (ICSCA 2019), Feb. 19-21, 2019 Penang, Malaysia. – PP. 149-153. – [Electronic book] Access mode: https://dl.acm.org/citation.cfm?id=3316615  Scopus/Web of Science
  16. Glava M., Information technology for combining the relational heterogeneous databases using an integration models of different subject domains / Maria Glava, Eugene Malakhov, Olena Arsirii, Borys Trofymov // Applied Aspects of Information Technology, Scientific Jornal. – 2019. – No. 01(02). – PP. 29-44.
  17.  Glava, M.G. Comparison of numeric properties of objects of different data domains in relational databases / M.G. Glava, E.V. Malakhov // Electronics and Control Systems. – 2018. – N 2(56). – PP. 99-105.
  18. Glava, M.G. Method of isolating the properties that characterize the domain object / M.G. Glava, E.V. Malakhov // Refrigeration equipment and technology. Odessa, 2018. Vol. 54. PP. 72-76. In Ukrainian.
  19.  Malakhov E., Production subject domains / E. Malakhov, D. Shchelkonogov // IEEE 2016 International Conference on Electronics and Information Technology (EIT´16), May 23—27, 2016. – Ukraine, Odesa, 2016. – PP. 87-91. – IEEE Catalogue Number: CFP16F79-PRT. – ISBN: 978-1-5090-2224-3.  Scopus/Web of Science
  20. Glava М., Searching similar entities in models of various subject domains based on the analysis of their tuples / E. Malakhov, М. Glava // IEEE 2016 International Conference on Electronics and Information Technology (EIT´16), May 23—27, 2016. – Ukraine, Odesa, 2016. – PP. 97-100. – IEEE Catalogue Number: CFP16F79-PRT. – ISBN: 978-1-5090-2224-3.  Scopus/Web of Science
  21. Mezhuyev Vitaliy, Ontology-driven Development of the Metamodels for Modelling Distributed Parallel Software Systems / Vitaliy Mezhuyev, Eugene Malakhov // IEEE 2015 Third International Conference on Artificial Intelligence, Modelling and Simulation (AIMS2015), Kota Kinabalu, Sabah, Malaysia, 2 – 4 December 2015. – PP. 389-393. – ISBN 978-1-4673-8675-3/15.  Scopus/Web of Science
  22. Malakhov E., Stability and Inevitability of Connections of Subject Domains / E. Malakhov, D. Shchelkonogov // Electrotechnic and computer systems. - Odessa: Science and technique, 2015. – No. 19 (95), 2015. – PP. 174 – 177. – http://dx.doi.org/10.15276/eltecs.19.95.2015.40
  23. Mezhuyev Vitaliy, The Method and Algorithms to Find Essential Attributes and Objects of Subject Domains / Vitaliy Mezhuyev, Eugene Malakhov, Denys Shchelkonogov // IEEE 2015 International Conference on Computer, Communication, and Control Technology (I4CT 2015), April 21-23, 2015. – Kuching, Sarawak, Malaysia, 2015. – PP. 310-314. – ISBN 978-1-4799-7952-3.  Scopus/Web of Science
  24. Malakhov E.V., The issues of approaches integration to subject domains metamodeling // Informatics and Mathematical Methods in Simulation. – Odessa, 2011. – Vol.1, No. 3. – PP.282-285.
  25. Stanovskiy P.A., Image and video-stream processing in the diagnostics systems / P.A. Stanovskiy, E.V. Malakhov // Scientific Bulletin of Private University "Galician Academy." – Ivano-Frankivsk, 2009. – No. 16 (2). – PP. 54-61. – in Ukrainian.
  26. Malakhov E.V., Taking into account the employer information in the information model of the subject domain "Educational Process" for intellectual production quality monitoring / E.V. Malakhov, V.I. Maruschak // Bulletin "Information systems and networks" of National University "Lviv Polytechnic". – Lviv: Lviv Polytechnic Publishing House, 2009. – No. 653. - PP. 176-180. – in Ukrainian.
  27. B. Blyukher, Probabilistic Risk Assessment of Environmental Hazards. / B. Blyukher, L. Ivanova, Malakhov E., V. Sitnikov // Emerging technologies: risk assessment, computational mechanics and advanced engineering topics. 2000 ASME Pressure Vessels and Piping Conference, Seattle, Washington, July 23-27, 2000. - ASME-PUBLICATIONS- PVP, No. 400. - PP. 69-74  Scopus

key conference abstracts

  1. Yu Fei, Eugene Malakhov, Implementation of self-attention mechanism into information technology of high-resolution remote sensing image semantic segmentation // Intelligent Information Systems: Abstracts of All-Ukrainian Scientific and Practical Conference of Young Scientists, Postgraduate Students and Students. BSNU named after Petro Mohyla, December 2-4, 2024, Mykolaiv, Ukraine. P. 68-71.
  2. Becker E.P., Information support system for the work of a rehabilitation therapist with low-mobility patients / E.P. Becker, E.V. Malakhov // Informatics, information systems and technologies: abstracts of the XXI All-Ukrainian conferences of students and young scientists. Odessa, April 26, 2024 – Odessa, 2024. – PP. 126-127.
  3. Dzhigov D.Yu., Information technology for the vacancy applicants selection and recommendation based on a competent assessment / D.Yu. Dzhigov, E.V. Malakhov // Informatics, information systems and technologies: abstracts of the XXI All-Ukrainian. conferences of students and young scientists. Odessa, April 26, 2024 – Odessa, 2024. – PP. 127-128.
  4. Zhar M.Yu., Vision and classification of oneirological images in natural laguage texts / M.Yu. Zhar, E.V. Malakhov // Informatics, information systems and technologies: abstracts of the XXI All-Ukrainian. conferences of students and young scientists. Odessa, April 26, 2024 – Odessa, 2024. – PP. 129-130.
  5. Shvets Yu.O., Cloud information system for supporting the swarm complex / Yu.O. Shvets, M.S. Kozlov, E.V. Malakhov // Informatics, information systems and technologies: abstracts of the XXI All-Ukrainian. conferences of students and young scientists. Odessa, April 26, 2024 – Odessa, 2024. – PP. 134-136
  6. Bocharova Maiia, Information technology in the AI-driven recruitment / Maiia Bocharova, Eugene Malakhov // Modern information systems and technologies in the digital society: abstracts of the International Scientific and Practical Conference. Kharkiv, April 18-19, 2024. – Kh.: KhNUE named after Semen Kuznets, 2024. – P. 76.
  7. Zhmakina A.S., Information technology for adapting clothing patterns based on artificial intelligence methods / A.S. Zhmakina, E.V. Malakhov // Informatics, information systems and technologies: Abstracts of the XX All-Ukrainian conference of students and young scientists. Odessa, April 28, 2023 - Odessa, 2023. - P. 109-110.
  8. O.V. Shlemko , Subsystem of logical integration and data cleaning from heterogeneous sources of project management system / O.V. Shlemko , E.V. Malakhov // Informatics, information systems and technologies: Abstracts of XVIII All-Ukrainian conference of students and young scientists. Odessa, April 23, 2021 – Odessa, 2021. – P. 196.
  9. Eugene Malakhov, The multilayer swarm intelligence system model in the rescue and relief emergency activity search task. / Eugene Malakhov, Andrey Tsariuk // Information systems and technologies: proceedings of the 9th International scientific and technical conference, Kharkiv, November 17-20, 2020. – KNURE. – Kh.: Printing Madrid, 2020. – P. 293-295.
  10. Grigoryan A., Multilayer Landscape Generator / A. Grigoryan, E. Malakhov // 3d International Conference “Computer Algebra and Information Technologies (CAIT-Odessa-2018)”. August 20-25, 2018, Odessa, Ukraine. Proceedings. – Odessa: Bondarenko M., 2018. – PP. 101-104.
  11. Glava M., Comparison of the nominal type properties of objects of different subject domains / M. Glava, E. Malakhov // on Computer Algebra and Information Technologies (CAIT-2016). Abstracts of the 2nd International Conference, August 21-26, 2016, Odessa, Ukraine. – Odessa: I. I. Mechnikov Odessa National University, 2016 – P. 15.
  12. Malakhov E., Algorithms of classification of mass problems of production subject domains / E. Malakhov, V. Mezhuyev, D Shchelkonogov // Computer Algebra and Information Technologies (CAIT-2016). Abstracts of the 2nd International Conference, August 21-26, 2016, Odessa, Ukraine. – Odessa: I. I. Mechnikov Odessa National University, 2016 – P. 25.
  13. Dr. Sci. E.V. Malakhov, T.V. Filatova. Algorithm for determining the matching of educational qualification levels on the different accreditation levels. International scientific-practical conference "Information Control Systems and Technologies" (ICST-ODESSA-2014), September 23 25, 2014, Odessa. Odessa: "VMV", 2014. PP. 26-28.
  14. Eugene V. Malakhov, Maria G. Glava. Determination of correspondence between the projections of universal entities on various data domains. Computer Algebra and Information Technology: Book of abstracts of International conference (Odessa, August 20-26, 2012). Odessa: ONU, 2012. С. 50-52.

R&D WORKS

Scientific Supervisor: “Methods, models, information technology of organizational decision support distributed systems”, No. 0121U111663 (Ministry of Education & Science of Ukraine)

THESES SUPERVISED

  • B.F. Trofimov, PhD in Information Technologies, 2010, “Information technology for database multi-version presentation and control of informational systems”.
  • P.A. Stanovskiy, PhD in Information Technologies, 2010, “The fractal coding information technology in the telecommunication networks of videoobservation”.
  • I.I. Bobok, PhD in Systems of Information Protection, 2013, “Method to improve detection efficiency of embedding confidential information”.
  • M.G. Glava, PhD in Information Technologies, 2018, “Information technology for the integration of heterogeneous databases on the base on the association of models of subject domains”.

More than 50 MS in Information Technologies, MS in Computer Engineering (2012-2024, Odessa: I.I. Mechnikov Odessa National University) & MS in Economic Cybernetics (2000-2012, Odessa National Polytechnic University).

SYNERGISTIC ACTIVITIES

Editorial board member of

Organization Committee Co-Chair:

  • 8-13th International Conference on Software and Computer Applications (ICSCA 2019-2024, Malaysia) (co-chair / program chair / session chair)
  • 8-10th International Conference on Computer Technology Applications (ICCTA 2022-2024, Austria) (publicity chair / session chair)
  • International conference “Computer Algebra & Information Technologies” – co-chair;
  • Annual All-Ukrainian conference “Informatics, Information Systems & Technologies” (since 2013) – scientific advisor

Reviewer: SienceAsia journal, Electrotechnical and Computer Systems journal

Member of Scientific Council of the Ministry of Education & Science of Ukraine

Expert of The National Agency for Higher Education Quality Assurance of Ukraine

Member of subcommittee F6 "Information Systems & Technologies" of the Scientific and Methodological Committee on Information Technologies, Automation and Telecommunications (SMC 6) of the Ministry of Education & Science of Ukraine

MEMBERSHIPS

IEEE Member

Academician of the Ukrainian Academy of Economic Cybernetics

AWARDS

  • Breastplate sign of Ministry of Education of Ukraine "Excellence of Education of Ukraine", 1998.
  • Breastplate sign of Ministry of Education of Ukraine "Petro Mohyla", 2008.

TAUGHT COURSES

  • Database Design (Data Structures + Database Design + SQL) for Bachelors of Information Systems & Technologies, Bachelors of Computer Engineering, Bachelors of Software Engineering
  • Queuing Theory & Simulation for Masters of Computer Engineering
  • Software Project Management for Bachelors of Information Systems & Technologies and for Masters of Computer Engineering
  • OLAP-systems for Masters of Information Systems & Technologies

Admission

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Phone: (+38-0482) 68-18-58
Phone: (+38-093) 755-78-24
E-mail: vstup@onu.edu.ua

Rector

Vsevoloda Zmiienka St, 2, Odesa, 65082
Reception: (+38-048) 723-52-54
Phone: (+38-048) 723-35-15
Email: rector@onu.edu.ua

 

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