Doctor of Philosophy (Physical and Mathematical), Associate Professor

Associate Professor of Department of Mathematical Support of Computer Systems

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SCIENTIFIC DEGREES

Ph.D. (Physical and Mathematical) in Physics of Devices, Elements and Systems Odessa State Polytechnic University (now Odessa National Polytechnic University), Ukraine 2001
Thesis: “Calculation of optimal schemes of the method of selective ionization of atoms by light and electric fields in the problems of laser isotope separation”.

ACADEMIC TITLES

Associate Professor of the Higher and Applied Mathematics Department, 2003.

EDUCATION

Mathematician with a degree in Applied Mathematics Odessa I.I. Mechnikov State University, 1991 (now Odessa I.I. Mechnikov National University)

PUBLICATIONS

Author and co-author of more than 35 scientific papers in peer-reviewed journals and indexed conference proceedings; 4 monographs and chapters of multi-author monographs; more than 60 conference abstracts

Scopus Author ID: 8532376700

ORCID: 0000-0001-9208-4923

Citations (Google Scholar)

key monographs and textbooks

1. An intelligent system for analyzing and detecting text bot content of great importance in social networks/ Ph.D. M. Rudnichenko, Ph.D. N. Shibaeva, D. Shvedov, Ph.D. I. Shpinareva, Dr.Sci. I. Petrov// Advances in information-control systems and technologies. Monograph under the scientific editing of prof. V.Vichuzhanin – Lviv-Torun: Liha-Pres, 2024. – Р.197-222. DOI: 10.36059/978-966-397-422-4
2.  System for evaluation and analysis of text content based on machine-based algorithms / Ph.D. Rudnichenko M., Ph.D. Shibaeva N., Ph.D. Otradska T., Ph.D. Potienko O., Ph.D. Shpinareva I., Dr. Sci. Petrov I. // Information processing in control and decision-making systems. problems and solutions. Monograph under the scientific editing of prof. V. Vychuzhanin. – Odessа: НУ «ОМА», 2023. – PP.160-188
3.  Intelligent system for detecting attacks in local network./ Shpinareva I.M.// Information Control Systems and Technologies. Problems and solutions. Monograph under the scientific editing of prof. V. Vychuzhanin. – Odesa: Publ.Ecology, 2019 – P. 74-85.
4.  Quantum modelling and optimal control of selective atomic photoprocesses. Monograph / Glushkov O.V., Shpinareva I.M., Ambrosov S.V. – Odessa, ODEKU, 2002 –115p.

key peer-reviewed papers and full-text proceedings

1. N. Rudnichenko Hybrid Intelligent System for Recognizing Biometric Personal Data / N. Rudnichenko, V.Vychuzhanin, T. Otradskya, I. Petrov, I. Shpinareva // Computational & Information Technologies for Risk-Informed Systems: the 3rd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2022) co-located with XXII International scientific and technical conference on Information Technologies in Education and Management (ІТЕМ 2022), January 12, 2023: Proceedings of the Workshop and Conference. – ceur-ws.org, ISSN 1613-0073. – Online Event, Neubiberg, Germany, 2023. – P. 74-85. https://ceur-ws.org/Vol-3422/
2.  Kunak I. S., Shpinareva I. M., Penko V. G. Identification of a person in a video stream by machine learning methods. "Informatics and mathematical methods in simulation". Volume 11, No. 4 - Odessa, ONPU. 2021,Р. 287-295
3.  A.S. Kvasikova, I.M. Shpinareva, A.V. Tkach, Optimized quantum defect method in relativistic theory of spectra of Li-like multicharged ions. Photoelectronics. Vol.30. – Odessa, 2021, PP. 173-178;
4. T.B. Tkach, A.S. Kvasikova, I.M. Shpinareva, On some numerical model to solving dynamical equations of nonrelativistic and relativistic backward-wave tube. Photoelectronics. Vol.30 – Odessa 2021, PP. 146-151
5.  Penko V.G., Shpinareva I.M., Yaroshchuk O.V. Diagnostics of heart disease based on a decision tree. "Informatics and mathematical methods in simulation". Volume 11, No. 24 - Odessa, ONPU. 2021,РP.112-119
6. Shpinareva I.M., Yakushina A. A., Voloshchuk L.A, Rudnichenko N. D. Detection and classification of network attacks using the deep neural network cascade. // Herald of Advanced Information Technology. – Odessa, 2021. – Vol.4, No.3. – PP.244-254.
7.  Gerenko O.A.,Ph.D. Shpinareva I.M., Morozova K.Y. Question-relevant background systems with support voice features // Collection of scientific works of the Military Institute of Kyiv National Taras Shevchenko University. – Kyiv 2017,No.55- PP.119-124
8.  Korchevsky D.A., Malakhov A.V., Ignatenko A.V., Ponomarenko E.L, Shpinareva I.M. Stochastic dynamics of the laser field rotational excitation for molecules //Photoelectronics-2014.- Vol.23.- PP.156-159

key conference abstracts

1. Y. Shcherbyna, Text-to-image generation model using machine learning methods/ Y. Shcherbyna, I. Shpinareva // Information Control Systems and Technologies (ICST-ODESSA-2024): materials of the XII International Scientific and Practical Conference. Odessa, September 23-25, 2024 – Odessa, 2024. – PP. 179-182
2. Osipov A.V., Gesture recognition using deep learning and computer vision / Osipov A.V., Shpinareva I.M. // Informatics, information systems and technologies: abstracts of the XXI All-Ukrainian conferences of students and young scientists. Odessa, April 26, 2024 – Odessa, 2024. – PP.144-145
3. .Y. Shcherbyna., Ph.D. I. Shpinareva Image generation from description using deep machine learning// Information Control Systems and Technologies (ICST-ODESSA-2023): materials of the XI International Scientific and Practical Conference. Odessa, September 21-23, 2023 – Odessa, 2023. – PP. 131-133
4. Ph.D. I. Shpinareva, A. Yakushina, Ph.D. О.Nazarenko Face detection methods in video // Information Control Systems and Technologies (ICST-ODESSA-2023): materials of the XI International Scientific and Practical Conference. Odessa, September 21-23, 2023 – Odessa, 2023. – PP.119-121
5.  D. Shvedov, Ph.D. I. Shpinareva, Ph.D. M. Rudnichenko System for forecasting financial time series based on using neural networks // Information Control Systems and Technologies (ICST-ODESSA-2023): materials of the XI International Scientific and Practical Conference. Odessa, September 21-23, 2023 – Odessa, 2023. – PP.117-118
6. Osipov A. V., Shpinareva I. M. Application of machine learning methods for prediction of heart diseases.// Informatics, information systems and technologies: abstracts of the XX All-Ukrainian conferences of students and young scientists. Odessa, April 28, 2024 – Odessa, 2024. – PP. 103-104
7. Kovaleva G.V., Nazarenko O.A., Shpinareva I.M. Principles of construction and methodology of using programmes of accelerated control of knowledge acquisition.//Materials of the International Scientific and Methodological Conference “Quality Management of Specialist Training” – Odesa, 21 April 2022., PP.149
8.  Yakushina A.A., Shpinareva I.M. Prospects of using deep learning methods in the tasks of object detection in a compressed video sequence. // Informatics, information systems and technologies: abstracts of the XIX All-Ukrainian conferences of students and young scientists. Odessa, April 29, 2022 – Odessa, 2022. – PP. 81-82
9. Shcherbyna E.D., Shpinareva I.M. Development of a mobile application for skin cancer diagnosis using machine learning. // Informatics, information systems and technologies: abstracts of the XIX All-Ukrainian conferences of students and young scientists. Odessa, April 29, 2022 – Odessa, 2022. – PP. 82-84
10. Yakushina A.A., Spinareva I. M. Network traffic classification using deep learning methods.// Information Control Systems and Technologies (ICST-ODESSA-2021): materials of the X International Scientific and Practical Conference. Odessa, September 23-25, 2021 – Odessa, 2021. – PP. 44-48.
11. Yakushina A.A., Shpinareva I.M. Detection of anomalies in network traffic using deep learning methods // Informatics, information systems and technologies: abstracts of the XVIII All-Ukrainian conferences of students and young scientists. Odessa, April 23, 2021 – Odessa, 2021. – PP. 172-174.
12.  Yaroshchuk. O.V., Yakushina A.A., Shpinareva I.M. The use of capsule neural networks for object recognition tasks regardless of their environment./ XXIV International Forum of Young Scientists «Radio Electronics and Youth in the XXI Century». Collections of materials Forum. Vol.5 – Kharkiv National University of Radio Electronics.2020 – PP. 207-208
13. Yaroshchuk O.V., Yakushyna А.A., Ph.D. Shpinareva I.M. Decision trees in forecasting problems. // Information Control Systems and Technologies (ICST-ODESSA-2020): materials of the IX International Scientific and Practical Conference. Odessa, September 24-26, 2020 – Odessa, 2020. – PP.136-138
14. Tarabayeva D.D., Shpinareva I.M. Wavelet transform for hiding information in video files.// Information Control Systems and Technologies (ICST-ODESSA-2019): materials of the VIII International Scientific and Practical Conference. Odessa, September 24-26, 2019 – Odessa, 2019. – PP.82
15. Tarasov A.I., Shpinareva I.M. Electronic voting system using blockchain technology.// Information security in information and communication systems: collection of abstracts of the III All-Ukrainian scientific and practical conference of young scientists, students and cadets, Lviv, 28 November 2019. Lviv, 2019 – PP.121
16. Maksimov M.Y., Shpinareva I.M. System for detecting attacks on a local computer network.//International Science and Technical Conference of students, postgraduate students, and young scientists «Computer Science, Information Technologies and Management Systems » (CSYSC-2018). Ivano-Frankivsk, 2018 – PP. 102-105
17. Krivonos V. Research and modification of algorithms in classification and forecasting / . Krivonos V., Shpinareva I.// 3d International Conference “Computer Algebra and Information Technologies (CAIT-Odessa-2018)”., August 20-25, 2018, Odessa, Ukraine. Proceedings. – Odessa: Bondarenko M., 2018.– PP. 184-187
18. Morozova K. Automatic texts summarization in natural language./ Morozova K., Shpinareva I., Gerenko O. // 3d International Conference “Computer Algebra and Information Technologies (CAIT-Odessa-2018)”, August 20-25, 2018, Odessa, Ukraine. Proceedings. – Odessa: Bondarenko M., 2018. – PP. 77-80.
19.  Podgornyi N.S., Shpinareva I.M. Technologies of human identification using convolutional neural network // Materials of the III International Scientific and Practical Conference of Young Scientists: “Theoretical and Applied Aspects of Information Technology Application in the Field of Natural Sciences” OSENU– Odessa: ТЕС, 2018. – PP. 140-143
20. N. Kosukhin, I.Shpinareva Criptanalysis of assymetric algorithms using ant colony optimization// International Scientific Conference «Computer Algebra and Information Technologies (CAIT-2016)». Abstracts of the 2nd International Conference, August 21-26, 2016, Odessa: I.I. Mechnikov National University– Odessa, 2016 – PP. 22
21.  I.Shpinareva The comparative characteristic of the intrusion detection systems on basis of neural networks.// Computer Algebra and Information Technology: Book of abstracts of International conference (Odessa, August 20-26, 2012). Odessa: ONU, 2012. PP.86-89

THESES SUPERVISED

More than 35 MS in Information Technologies, MS in Computer Engineering (2008-2024, Odessa: I.I. Mechnikov Odessa National University)

TAUGHT COURSES

• Information Security Technologies for Bachelors of Information Systems & Technologies
• Information Security in Computer Systems for Bachelors of Computer Engineering
• Information Security in Computer Networks for Bachelors of Computer Engineering
• Cryptography for Bachelors of Computer Engineering
• Multi-agent systems and technologies for masters of Information Systems & Technologies
• Design of integrated information security systems for masters of Information Systems & Technologies