Oleh Melnykov


Position: Associate Professor

Degree: PhD

Title: Associate Professor

Contacts: Oleg.Melnikov@khpi.edu.ua, Educational building №2, room 520

Head of the student research group “Modern methods of data analysis“

Professional and academic experience

  • 2022 – present time – associate professor of the Department of System Analysis and Information and Analytical Technologies of the National Technical University “Kharkiv Polytechnic Institute”
  • 2004 – 2022 – Associate Professor of the Department of Economic Cybernetics and Marketing Management of the National Technical University “Kharkiv Polytechnic Institute”
  • 2001 – 2004 – Assistant Professor of the Department of Economics at Cornell University (Ithaca, USA)
  • 1997 – 2000 – Assistant (teaching & research assistant) of the Department of Economics, Yale University (New Haven, USA)
  • 1993 – 1995 – Assistant of the Department of Technical Cybernetics of the Kharkiv State Polytechnic University
  • 1989 – 1990 – Intern-researcher of the Department of Technical Cybernetics of the Kharkiv Polytechnic Institute

Education

  • Advanced qualification – Kharkiv Regional Institute of Public Administration of the National Academy of Public Administration under the President of Ukraine, certificate No. SV23322597/7-21. Topic: “Using information technologies in the management of organizations.” Study period: 11/16/2020-03/16/2021, 180 academic hours, 6 credits.
    Master of Philosophy (M. Phil) – 1999. Yale University (New Haven, USA)
  • Candidate of Economic Sciences, specialty 08.00.13 Economic and mathematical methods – 1994, Kharkiv Engineering and Economic Institute
  • Electromechanical engineer, majoring in robotic systems – 1989, Kharkiv Polytechnic Institute

Teaching disciplines

Scientific interests

  • Mathematical modeling of complex systems
  • Theory of optimal management
  • Applied econometrics
  • Theory of industry markets
  • Auction theory and public procurement
  • Intelligent data analysis

Professional achievements and membership

  • Published about 130 scientific and educational works
  • Proficiency in English at C level (certificate)
  • Participation in the international educational project “Global Faculty Week 2023” on the basis of Kaunas University of Technology, Kaunas, Lithuania, April 24-28, 2023 (certificate)
  • Participation in the international educational project “Global Faculty Week 2022” on the basis of Kaunas University of Technology, Kaunas, Lithuania, April 25-29, 2022 (certificate)
  • Member of the professional public association “Ukrainian Scientific and Educational IT Society” (Certificate No. 23-00082 FS dated November 11, 2021)
  • Member of the European Academy of Marketing (EMAC) since 2022 (certificate)
  • Member of the Ukrainian Association for the Development of Management and Business Education, 2018-2021.

Published works

Textbooks, study guides, monographs

  • Oh. S. Melnikov. Intelligent data analysis: educational and methodological guide for students of the second (master’s) level of training in specialties 122 – Computer science, 124 – System analysis. Kharkiv: KhPI Publishing House, 2023. 196 p. (13.72 u.d.a.). ISBN 978-617-05-0434-0.
  • History of economics and economic theories: textbook / V.O.Syvokon, N.V.Stativka, V.L.Minenko, etc.; according to general ed. V. O. Syvokonya, N. V. Stativky. Kharkiv: Publishing House of KhaRI NADU “Master”, 2019. 620p. (ch. 22, pp. 503-524, 1.77 d.a.). ISBN 978-966-390-139-8.
  • Melnikov O. S. Market research as a prerequisite for business organization. Management of business development in Ukraine: realities and prospects. In general ed. N. V. Stativky, O. V. Zhadana. Kharkiv: “Master’s” Publishing House of KhaRI NADU, 2019. P.58-65.

Educational and methodical works

  • Methodical instructions for performing the laboratory work “Identifying relationships in statistical data” from the discipline “Intellectual data analysis” [Electronic resource]: for students of the second level of special training. 122 “Computer science”, 124 “System analysis” / comp. O. S. Melnikov; National technical University “Kharkiv Polytechnic Institute”. Electron. text. data. Kharkiv, 2023. 22 p. https://repository.kpi.kharkov.ua/handle/KhPI-Press/66073
  • Methodical instructions for performing the laboratory work “Descriptive characteristics of random sequences” from the discipline “Random processes” [Electronic resource]: for students of special. 122 “Computer science” / edited by: O.S. Melnikov, Yu.S. Shakhnovskyi; National technical University “Kharkiv Polytechnic Institute”. Kharkiv, 2023. 26 p. https://repository.kpi.kharkov.ua/handle/KhPI-Press/66074
  • Methodical instructions for the execution and defense of theses: for students of special. 051 “Economics” specialization 051.04 “Economic Cybernetics” educational qualification. “Master’s” level / compiled by: V. Ya. Zaruba [etc.] ; National technical University “Kharkiv Polytechnic Institute”. Kharkiv: Modelist, 2019. 28 p. https://repository.kpi.kharkov.ua/handle/KhPI-Press/66074

Articles

  • Oh.S. Melnikov. Optimizing the duration of auctions in the presence of time costs. Bulletin of the National Technical University “KhPI”. Series: System analysis, management and information technologies: coll. of science pr. Kharkiv: NTU “KhPI”, 2023. No. 2 (10). P. 31-35. DOI: 10.20998/2079-0023.2023.02.05 (Professional edition) http://samit.khpi.edu.ua /article/download/293656/286485
  • Oleg Melnikov. Heuristic Rules for the Dynamic Pricing Problem. Organizations and Markets in Emerging Economies. 2023. Vol. 14, no. 2(28). pp. 436–457. DOI: 10.15388/omee.2023.14.99. (Scopus, Web of Science)
    https://www.zurnalai.vu.lt/omee/article/download/29818/31405
  • Y.I. Dorofeev, L.M. Lyubchyk, O.S. Melnikov Stabilization of discrete systems with state time delays and limitations of control influences. Radio electronics, informatics, management: scientific journal. No. 2 (65) 2023. Zaporizhzhia: NU “Zaporizhia Polytechnic”, 2023. P. 142-151. DOI: 10.15588/1607-3274-2023-2-15 (Special edition, Web of Science) http ://ric.zntu.edu.ua/article/download/283572/277832/653773
  • Oh.S. Melnikov. Strategic management of advertising during the life cycle of the product. Bulletin of the National Technical University “KhPI”. Series: Strategic management, management of portfolios, programs and projects: coll. of science pr. Kharkiv: NTU “KhPI”, 2022. No. 2(6). P. 58-63. DOI: 10.20998/2413-3000.2022.6.11 (Professional edition) https://repository.kpi.kharkov.ua /handle/KhPI-Press/59799
  • Oh.S. Melnikov. Strategies of dynamic pricing in the management of sales of discrete goods with a limited period of implementation. Bulletin of the National Technical University “KhPI”. Series: Economic sciences: coll. of science pr. Kharkiv: NTU “KhPI”, 2022. No. 2(2022). P. 38-43. DOI: 10.20998/2519-4461.2022.2.38 (Professional edition)
    https://repository.kpi.kharkov.ua/handle/KhPI-Press/60898
  • Oh.S. Melnikov. Discrete-continuous model of sales management in real time. Bulletin of the National Technical University “KhPI”. Series: System analysis, management and information technologies: coll. of science pr. Kharkiv: NTU “KhPI”, 2022. No. 2 (8). P. 63-69. DOI: 10.20998/2079-023.2022.02.10 (Professional edition) https://repository.kpi.kharkov.ua /handle/KhPI-Press/61416
  • K.I. Melnikova, O.S. Melnikov. Improvement of the personnel training system in the field of public procurement. Theory and practice of public administration: collection. of science pr. Kharkiv: “Master’s” Publishing House of HarRI NADU, 2020. Issue 2(69). P. 201-207. DOI: 10.34213/tp.20.02.24 (Professional edition)

Theses of reports

  • A.S. Yefimova, O.S. Melnikov. Optimization of the company’s production management based on dynamic pricing. XVIII International Scientific and Practical Conference of Master’s and Postgraduate Students “Theoretical and Practical Research of Young Scientists” (November 28–30, 2023): conference materials / edited by Prof. E.I. Falcon Kharkiv: NTU “KhPI”, 2023. P. 116.
  • Melnikov, O. S. Dynamic Pricing Strategies for Discrete Perishable Products [Electronic resource] / O. S. Melnikov // European Marketing Academy : proc. of the 50th regional conference, September 21-23, 2022. Electronic text data. Kaunas, 2022. P. 1-10. https://repository.kpi.kharkov.ua/handle/KhPI-Press/60412
  • K.I. Melnikova, O.S. Melnikov. Development of the public procurement system based on digital technologies. Public administration of the 21st century: a look into the future: coll. theses of the XXI International of science congress Kharkiv: Publishing House of KhaRI NADU “Master”, 2021. (DOI: 10.34213/mnkongr.2021). P. 466-469. https://ipa.karazin.ua/wp-content/ themes/education/filesforpages/science/zbirnik_kongress_2021.pdf#page=466
  • A.V. Lehman, O.S. Melnikov. Forecasting demand for film industry products. XIV International scientific and practical conference of master’s and postgraduate students “Theoretical and practical research of young scientists” (December 01-04, 2020): conference materials / edited by Prof. E.I. Falcon Kharkiv: NTU “KhPI”, 2020. P.258-259. https://repository.kpi.kharkov.ua/handle/KhPI-Press/64316
  • K.Yu. Soboleva, O.S. Melnikov. Optimizing the portfolio of commercial bank securities. XIV International scientific and practical conference of master’s and postgraduate students “Theoretical and practical research of young scientists” (December 01-04, 2020): conference materials / edited by Prof. E.I. Falcon Kharkiv: NTU “KhPI”, 2020. P.239-240. https://repository.kpi.kharkov.ua/handle/KhPI-Press/64300
  • A.V. Hnenkov, O.S. Melnikov. Digital marketing as an innovative communication tool. XIV International scientific and practical conference of master’s and postgraduate students “Theoretical and practical research of young scientists” (December 01-04, 2020): conference materials / edited by Prof. E.I. Falcon Kharkiv: NTU “KhPI”, 2020. P.279-280. https://repository.kpi.kharkov.ua/handle/KhPI-Press/64331
  • O.S. Melnikov, O.O. Gudymenko. Optimizing the distribution of the company’s advertising budget. Proceedings of the 15th international scientific and practical conference “Research and optimization of economic processes “Optimum-2019”. Kharkiv: FOP Yu.I. Tomenko, 2019. P. 153-154. https://repository.kpi.kharkov.ua/handle/KhPI-Press/67605
  • O.S. Melnikov, V.Yu. Samoilov. Simulation modeling of cash flows of an insurance company. Proceedings of the 15th international scientific and practical conference “Research and optimization of economic processes “Optimum-2019”. Kharkiv: FOP Tomenko Yu.I., 2019. P. 156-158. https://repository.kpi.kharkov.ua/handle/KhPI-Press/67589