Speciality:
05.13.18 (Mathematical modeling, numerical methods, and the program systems)
E-mail: Website: https://iict.kz/ru/home Keywords: Intelligent technology, control of complex objects, unified artificial immune system, modified algorithms, immunological homeostasis.
Subject:
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
Main publications:
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
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
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
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
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
