Group of Applied Artificial Intelligence for Modeling Biological Systems

 

Azret A. Kochkarov
Doctor of Sciences (Engineering)
PhD in Physics and Mathematics
Head of the Group
Deputy Director for Innovation
INBI, build. 5, room 202

 

Telefone+7 (495) 660-34-30 ext. 499
E-Mail akochkar@fbras.ru

Keywords
Artificial intelligence technologies, deep machine learning, living systems, complex network systems, graph theory, computer vision, synergetics

 

The group’s main tasks are:

  • Biological and botanical data analysis
    – Research on plants grown in artificial environments
  • Intelligent monitoring and control systems in agricultural technologies
    – Development of early warning and plant health monitoring systems
    – Creation of distributed control systems for autonomous urban agricultural production
    – Application of artificial intelligence and ML-Ops in agricultural technologies
  • Biological network and graph analysis
    – Theoretical and experimental studies of network structures
    – Application of graph theory methods to study complex biological networks
  • Behavioral biometrics and emotional analysis based on digital data
    – Identification of psycho-emotional states using social media data
    – Use of behavioral patterns as biometric indicators using machine learning.

 

Selected publications:

  1. Shirokova A.V., Dzhatdoeva S.A., Ruzhitskiy A.O., Belopukhov S.L., Dmitrieva V.L., Luneva V.E., Dmitriev L.B., Kharchenko V.A., Kochkarov A.A., Sadykhov E.G.Treasures Induced by Narrow-Spectrum: Volatile Phenylpropanoid and Terpene Compounds in Leaves of Lemon Basil (Ocimum × citriodorum Vis.), Sweet Basil (O. basilicum L.) and Bush Basil (O. minimum L.) Under Artificial Light City Farm Conditions // Plants. –  2025. – 14(3), 403. https://www.mdpi.com/2223-7747/14/3/403
  2. Rumiantsev B., Dzhatdoeva S., Sadykhov E., Kochkarov A. A Model for the Determination of Potato Tuber Mass by the Measurement of Carbon Dioxide Concentration // Plants. – 2023. – 12(16):2962. https://www.mdpi.com/2223-7747/12/16/2962
  3. Ilin I., Voronova O., Pavlov D., Kochkarov A., Tick A, Khusainov B. System of project management at a medical hub as an instrument for implementation of open innovation // Systems. – 2023. – 11(4):182. https://www.mdpi.com/2079-8954/11/4/182
  4. Kamenchuk V., Rumiantsev B., Dzhatdoeva S., Sadykhov E., Kochkarov A. Analysis of Cross-Influence of Microclimate, Lighting, and Soil Parameters in the Vertical Farm // Agronomy. – 2023. – 13(8):2174. https://www.mdpi.com/2073-4395/13/8/2174
  5. Rumiantsev B., Dzhatdoeva S., Zotov V., Kochkarov A. Analysis of the potato vegetation stages based on the dynamics of water consumption in the closed urban vertical farm with automated microclimate control // Agronomy. – 2023. – 13(4):954. https://www.mdpi.com/2073-4395/13/4/954
  6. Rumiantsev B., Kochkarov R., Kochkarov A. Graph-clustering method for construction of the optimal movement trajectory under the terrain patrolling // Mathematics. – 2023. – 11(1):223. https://www.mdpi.com/2227-7390/11/1/223
  7. Goncharenko V., Kochkarov A., Yatskin D., Rumiantsev B. Modeling the detection of moving objects by means of a spatially distributed continuous monitoring system with a dynamic structure // Advances in Systems Science and Applications. – 2022. – 22(2). – Рр. 1-10. https://ijassa.ipu.ru/index.php/ijassa/article/view/1147
  8. Kochkarov R., Kochkarov A. Introduction to the class of prefractal graphs // Mathematics. – 2022. – 10(14):2500.
    https://www.mdpi.com/2227-7390/10/14/2500
  9. Timofeev I., Pleshakova E., Dogadina E., Osipov A., Kochkarov A., Ignar S., Suvorov S., Gataullin S., Korchagin S. Mathematical models and methods for research and optimization of protein extraction processes from chickpea and curd whey solutions by electroflotation coagulation method // Mathematics. – 2022. – 10(8):1284. https://www.mdpi.com/2227-7390/10/8/1284
  10. Kochkarov A.A., Razinkov S.N., Timoshenko A.V. et al. Identification of objects during the structural and system monitoring of the situation // J. Comput. Syst. Sci. Int. – 2021. – Vol. 60, No.5. – Pp. 695–700.
    https://link.springer.com/article/10.1134/S1064230721050130
  11. Zhukov A. O., Kulikov A. K., Kartsan I. N. Optimization of the control algorithm for heterogeneous robotic agricultural monitoring tools // IOP Conference Series: Earth and Environmental Science. — 2021. — Vol. 839. — P. 032039.
  12. Timoshenko A.V., Kazantsev A.M., Kochkarov A.A., Sychugov A.A. Control of the Process of Functioning of Systems of Continuous Monitoring of Energy Networks in Conditions of External Influences // 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), 2021, pp. 1-5.
    https://ieeexplore.ieee.org/document/9591067/references#references.
  13. Perlov A., Zyuzin А., Kokuev А., Kochkarov А., L’vov K., Tymoshenko A. Experimental modeling of radio information systems for solving the problem of failures forecasting // International Conference «Actual Trends in Radiophysics». Journal of Physics: Conference Series 1499 (2020) 012034. https://iopscience.iop.org/article/10.1088/1742-6596/1499/1/012034
  14. Kochkarov A.A., Razin’kov S.N., Timoshenko A.V., Shevtsov V.A. Comprehensive method of information resources control ensuring the security of telecommunication systems of aviation monitoring complexes // Russian Aeronautics. – 2020. – Vol. 63, No.2. – pp. 347-356. https://link.springer.com/article/10.3103/S1068799820020233
  15. Dudakov N., Perlov A., Blagenkov V., Kochkarov A. Substantiation of the database structure to solve forecasting of the technical condition of the integrated radar systems // Proceedings of 2019 International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon). – 2019. – 4 p. https://ieeexplore.ieee.org/document/8934722
  16. Kalinov I., Kochkarov A., Antoshina V. Control system for assessing reliability functioning of the complex radio electronic equipment using machine learning methods // Proceedings of 2019 International Conference on Engineering and Telecommunication (EnT). – IEEE, 2019. – С. 1-5. https://ieeexplore.ieee.org/document/9030597
  17. Sunchalin A.M., Kochkarov R.A., Levchenko K.G., Kochkarov A.A., Ivanyuk V.A. Methods of risk management in portfolio theory // Espacios. – 2019. – Vol. 40. – № 16. – 25 p. http://www.revistaespacios.com/a19v40n16/19401625.html
  18. Kochkarov A.A., Malinetskii G.G., Yatskin D.V. Modeling of interaction in command-information systems with dynamic replicas // Procedia Computer Science. – 2019. – Vol. 150. – Pp. 726-729. https://www.sciencedirect.com/science/article/pii/S1877050919303564
  19. Kochkarov A.A., Kochkarov R.A., Malinetskii G.G. Issues of dynamic graph theory // Computational Mathematics and Mathematical Physics, Vol. 55, № 9, 2015, pp. 1590–1596. https://link.springer.com/article/10.1134/S0965542515090080
  20. Kochkarov A.A., Kochkarov R.A. A parallel algorithm for searching for the shortest path on prefractal graphs // Computational Mathematics and Mathematical Physics, Vol. 44, № 6, 2004, pp. 1088‑1092.