Research topics and projects

The Department of Computer Science has a scientific school of Professor Dovbysh Anatolii Stepanovych. The scientific school of the department has developed a progressive information-extreme intellectual technology for designing intelligent learning systems. The main scientific unit of the department, which ensures the implementation of research and development by representatives of the scientific school, is the problematic research laboratory of intelligent systems. The results of the laboratory’s work are implemented in the industry of Sumy and Kharkiv regions, in the development of new distance learning technologies at the university, in the medical and military spheres. Over the past five years, A. Dovbysh and the staff of the Problem Laboratory of Intelligent Systems have published more than 150 scientific articles and abstracts in professional journals in Ukraine and abroad.

The department carries out research work in the following areas:

• analysis and synthesis of learning (self-learning) intelligent control systems for poorly formalized processes (supervisor: Professor A.S. Dovbysh, PhD);
  • intelligent decision support systems for automation of poorly formalized technological processes
  • algorithms and information technology tools for analysis and synthesis of the educational process management system
  • information technologies for designing onboard autonomous navigation systems for unmanned aerial vehicles
  • information analysis and synthesis of intellectual components of computerized medical diagnostic systems
  • intelligent technologies for information and/or cybersecurity
• mathematical and computational models in economics (supervisor: Member of the American Mathematical Society, Doctor of Philosophy, Professor V. Kalashnikov);
• theoretical and practical aspects of the application of disproportionality functions (supervisor, PhD, associate professor V. Avramenko);
• розроблення моделей і методів забезпечення резільєнтності систем штучного інтелекту до атак, новизни в даних або зміни середовища (науковий керівник, к.т.н., доцент В.В. Москаленко);
  • development of artificial intelligence models and methods for analyzing multimodal sensor information of unmanned aerial vehicles
  • development of models and methods for optimizing the resilience of artificial intelligence systems to destructive influences in conditions of limited resources
  • development of models and methods for controlled degradation of artificial intelligence systems under the influence of destructive factors
  • development of algorithmic and software for intelligent machine vision systems and natural language understanding and generation systems.

State budget programs of the department:

1. Development of scientific and methodological foundations and information tools for designing self-learning adaptive process control systems (supervisor – Doctor of Technical Sciences, Professor Dovbysh A.S.)
2. Theoretical, methodological and technological foundations of the management system of a higher education institution as an innovative one (supervisor – Professor Vasyliev A.V.)
3. Intelligent system for diagnosing and predicting the course and consequences of the pathological process (State Research Project No. 0113U000134) (supervisor – Doctor of Technical Sciences, Professor Dovbysh A.S.)
4. Intelligent system of load and resource management of distributed computing environment with enhanced information security” (State Research Project No. 0115U000686) (supervisor – Doctor of Technical Sciences, Professor Dovbysh A.S.)
5. Intelligent self-learning limb prosthesis (DR0117U002248) (supervisor – Doctor of Technical Sciences, Professor Dovbysh A.S.)
6. Onboard system of an unmanned aerial vehicle for autonomous recognition of small-sized ground objects (DR0120U102000) (supervisor – Doctor of Technical Sciences, Professor Dovbysh A.S.)
7. Autonomous on-board system of an unmanned aerial vehicle for recognizing and determining the coordinates of objects on the ground (DR 0118U006045) (supervisor – PhD Moskalenko V.V.)
8. Intelligent autonomous on-board system of an unmanned aerial vehicle for identifying objects on the ground (State Research Project No. 0117U003934) (supervisor – Candidate of Technical Sciences V. Moskalenko)
9. Information technology for ensuring the resilience of artificial intelligence systems for the protection of cyber-physical systems (supervisor: PhD, Associate Professor V. Moskalenko)
10. Information technology for ensuring the resilience of the intelligent onboard system of small aircraft (supervisor: Candidate of Technical Sciences, Senior Lecturer Moskalenko A. S.).

Candidates of higher education at the level of candidate and doctor of technical sciences regularly defend their dissertations prepared at the department:

The Department of Computer Science has a permanent postgraduate program.