Development of the theoretical foundations of intelligent decision-making technology for managing complex objects based on a unified artificial immune system and the principles of immunological homeostasis

Graduated from Kazakh Polytechnic Institute in 1982 with a degree in 0511 Automation and Telemechanics, works as the head of the laboratory of Intelligent Control and Forecasting Systems at the Institute of Information and Computing Technologies of the Ministry of Education and Science of the Republic of Kazakhstan. Research interests: artificial intelligence, forecasting, artificial immune systems, pattern recognition, management of complex objects, distance learning for people with visual impairments, cognitive mnemonic schemes for industrial automation systems, cognitive opto-technologies of psychophysical color perception, opto-informatics. Galina Akhmetovna Samigulina (b.1965), Doctor of Engineering, prof., graduated from Kazakh Polytechnic Institute in 1982 with a degree in Automation and Telemechanics, works as the head of the laboratory of Intelligent Control and Forecasting Systems at the Institute of Information and Computing Technologies of the Ministry of Education and Science of the Republic of Kazakhstan. Research interests: artificial intelligence, forecasting, artificial immune systems, pattern recognition, control of complex objects, distance learning for people with visual impairments, cognitive mnemonic schemes for industrial automation systems, cognitive opto-technologies of psychophysical color perception.

1. Samigulina Galina, Samigulina Zarina, “Diagnostics of industrial equipment and faults prediction based on modified algorithms of artificial immune systems”, Journal of Intelligent Manufacturing, 2022, № 33, 1433–1450
2. Samigulina Galina, Samigulina Zarina, “Modified immune network algorithm based on the Random Forest approach for the complex objects control”, Artificial Intelligence Review, 2019, № 52, 2457-2473
3. Samigulina Galina, Samigulina Zarina, “Development of a Unified Artificial Immune System for Intelligent Technology of Complex Industrial Automation Objects Control in the Oil and Gas Industry”, Smart Innovation, Systems and Technologies (Zimmermann, A., Howlett, R.J., Jain, L.C., Schmidt, R. (eds) Human Centred Intelligent Systems . KES-HCIS 2021), 244, Springer, 2021, 1-12
4. Samigulina Galina, Samigulina Zarina, “Development of a Knowledge Base for a Unified Artificial Immune System for Complex Objects Control”, Proceeding of 2021 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM), 2021, 807-811
5. Samigulina Galina, Samigulina Zarina, “Development of theoretical foundations for the creation of intelligent technology based on a unified artificial immune system for complex objects control of the oil and gas industry”, J. Phys.: Conf. Ser (032038), 2094, 1-12

• Kazakh-British Technical University, Almaty
• IICT