Babayev J. Management of humanitarian projects in the zone of extreme actions on the basis of complementary neural networks.

Українська версія

Thesis for the degree of Doctor of Philosophy (PhD)

State registration number

0823U101661

Applicant for

Specialization

  • 073 - Менеджмент

19-12-2023

Specialized Academic Board

ДФ 05.073

Kyiv National University of Construction and Architecture

Essay

The dissertation work is dedicated to the solution of the important scientific problem of developing conceptual provisions, models, methods and approaches to the management of humanitarian projects in the zones of extreme actions with the help of increasing the level of artificial intelligence in the form of fuzzy situational networks and complimentary neural networks with the successful application of a transformational type of leadership, specific competencies and team values. The reasons for applying the concept of artificial intelligence were studied and the relevant models of neural networks were analyzed. The objective prerequisites for the application of artificial intelligence models include the following: extreme environment, complexity, fragility, uncertainty and nonlinearity, knowledge base, and the working environment of humanitarian projects.

Research papers

1. Babayev J., Vukomanovic M., Bushuyev S., Achkasov I. Managing Projects Portfolio in Complex Environments Based on Fuzzy Situational Networks. CEUR Workshop Proceedingsthis link is disabled, 2022, 3295, pp. 107–116; ISSN 16130073

2. Bushuyev S., Babayev I., Bushuieva V., Babayev J., Bushuiev D., Managing Project Success with Infodemic vs Pandemic Environment on the COVID - 19 Pandemic Case. SIST 2021 - 2021 IEEE International Conference on Smart Information Systems and Technologies, 2021, 9465939

3. Bushuyev S., Babayev I., Bushuiev D., Bushuyeva N., Babayev J. Emotional behavior in the “Infodemic vs. Panicdemic vs. Pandemic” modeling COVID-19. CEUR Workshop Proceedings this link is disabled, 2021, 2851, pp. 391–400 ISSN 16130073

4. Bushuyev S., Babayev J., Bushuiev D., Kozyr B. Emotional Infection of Management Innovation SMART Government Projects. 2020 IEEE European Technology and Engineering Management Summit, E-TEMS 2020, 2020, 9111796. ISSN 16130073

5. Bushuyev S., Bushuiev D., Zaprivoda A., Babayev J., Elmas Ç. Emotional infection of management infrastructure projects based on the agile transformation. CEUR Workshop Proceeding sthis link is disabled, 2020, 2565, pp. 1–12 ISSN 16130073

6. Bushuyev S., Babayev I., Babayev J., Kozyr B. Complementary Neural Networks for Managing Innovation Projects 2019 IEEE International Conference on Advanced Trends in Information Theory, ATIT 2019 - Proceedings, 2019, pp. 393–396, 9030454 ISBN 978-172816144-0

7. Babayev I., Babayev J. Management priority of ICT projects in programme of development organization in complex dynamically varying environmen. International Scientific and Technical Conference on Computer Sciences and Information Technologies, 2018, 2, pp. 234–238, 8526618

8. Babayev, I., & Babayev, J. (2022). MECHANISMS OF PROJECT MANAGEMENT OF DIGITAL TRANSFORMATION OF INTERNATIONAL MULTIMODAL TRANSPORT. Transport Development, (3(14), 39-48.

9. Bushuyev S. Management of Humanitarian Projects in Conflict Zones Based on Complementary Neural Networks / Igbal Babayev, Jahid Babayev, Boris Kozyr. // Advances in Economics, Business and Management Research, volume 108/ 5th IPMA SENET Project Management Conference (SENET). – 2019. – pp.64-71.

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