Julia Minaeva

Мінаєва Юлія Іванівна

PhD in Technical Sciences, Docent, Associate Professor at the Department of Intellectual Technologies. 

Higher Education:

Kyiv National University of Construction and Architecture. Master of Science (MSc) in Computer Science. Lecturer.

Defended Thesis:

  • PhD: 05.13.06 – Information Technology, «Information intelligent technology of portfolio forming in conditions of uncertainty».

Work experience: 

  • 2008 – 2018 – Kyiv National University of Construction and Architecture. Postgraduate Student, Assistant Professor, Associate Professor.
  • 2018 – 2019 – Taras Shevchenko National University of Kyiv, Associate Professor.

Scientific papers: 

Author of 66 scientific works, including 1 textbook, 5 educational and methodical works, 29 articles in professional editions of Ukraine, 14 abstracts at conferences. The Hirsch Index in Scopus – 1, in Google Scholar – 2.


Publications indexed in Scopus or Web of Science
– Minaev, Y.M., Filimonova, O.Y., Minaeva, Y.I. Forecasting of Fuzzy Time Series Based on the Concept of the Nearest Fuzzy Sets and Tensor Models of Time Series. Cybernetics and Systems Analysis, Vol 59, pp. 165–176 (2023). (link)
– Minaeva, J. The Concept of Nearest Fuzzy Sets (Kronecker Proximity) and its Application for Data Representation and Decision Making Under Uncertainty. Selected Papers of the VIII International Scientific Conference “Information Technology and Implementation” (IT&I-2021), Workshop Proceedings, Kyiv, Ukraine, December 1-3, 2021. CEUR Workshop Proceedings 3179, CEUR-WS.org 2022, pp. 55–68. (link)
– Minaev, Y. , Filimonova, O., Minaeva, J. Tensor models for data extraction and use of hidden knowledge in the environment of uncertainty modeled by fuzzy sets of 1 and 2 types. International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT&DS’2021). CEUR Workshop Proceedings, 2021, 2917, pp. 243–262 (link)
– Minaev, Y.N., Filimonova, O.Y., Minaeva, J.I. et al. Fuzzy Mathematics with Limited Possibilities for Assigning Membership Functions. Cybernetics and Systems Analysis, Vol 56, pp. 29–39 (2020). (link)
– Minaev, Y.M., Filimonova, O.Yu., Minaeva, J.I. Multi-fuzzy sets as aggregation subjective and objective fuzziness. Modern Machine Learning Technologies, Workshop Proceedings of the 8th International Conference on “Mathematics. Information Technologies. Education”, MoMLeT&DS-2019, Shatsk, Ukraine, June 2-4, 2019. CEUR Workshop Proceedings 2386, CEUR-WS.org 2019, Vol 2386, pp. 163–182. (link)
– Minaev, Y.N., Filimonova, O.Y. & Minaeva, J.I. Kronecker (Tensor) Models of Fuzzy-Set Granules. Cybernetics and Systems Analysis, Vol 50(4), pp. 519–528 (2014). (link)

Scientific interests:

Data mining focused on computer network traffic, development of obtaining hidden information (knowledge) methods on the basis of tensor decompositions of data.

Scientific and International activity:

  • Participates in international scientific and technical conferences, seminars.

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