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Information × Registration Number 0225U000500, (0121U114523) , R & D reports Title Models and information technologies of data processing and analysis in complex computer systems and networks popup.stage_title Моделі й інформаційні технології обробки та аналізу даних в складних комп'ютерних системах і мережах Head Hnatushenko Volodymyr V., Доктор технічних наук Registration Date 13-01-2025 Organization National Technical University Dnipro Polytechnic popup.description1 Development, improvement, research and use of models and information technologies of data processing and analysis in complex computer systems and networks popup.description2 Mathematical, methodological and software support for methods, models and information technologies for data processing and analysis in complex computer systems and networks was developed. The research resulted in the preparation of training manuals, various methodological developments and scientific publications. Machine learning models based on Random Forest, CatBoost, ResNet and YOLOv8, as well as data mining technologies for satellite image analysis, classification of large data sets and forecasting have been developed and improved. Web technologies were developed for automated data collection and malicious URL detection, ensuring a high level of cyber security. Visual authentication tools integrated with access systems have been developed to improve the security of information systems and ensure reliable access to resources. Tools for modelling natural processes and anthropogenic phenomena for environmental monitoring and prediction of natural disasters, environmental analysis and assessment of anthropogenic impacts have been developed. Technologies for analysing satellite images to detect fires, deforestation, floods and to assess the environmental impact of military operations have been further developed. Product Description popup.authors Ivanov Denys V. Balalaieva Olena Yu. Beshta Dmytro O. Beshta Liliia V. Boldyriev Daniil O. Bulana Tetiana M. Harkusha Ihor M. Hontsov Volodymyr A. Dereza Andrii Yu. Dmytriievа Iryna S, Zhuravlova Yuliia S, Zarichnyi Volodymyr S. Kashtan Vita Yu. Kozhevnykov Anton V. Korobko Olha V. Korotenko Hryhorii M. Molodets Bohdan V. Nikulin Serhii L. Olevskyi Victor I. Panferova Yana V. Radionov Yevhen D. Selivorstova Tetiana V. Serhieieva Kateryna L. Sokolova Nataliia O. Sushchevskyi Dmytro V. Tkachenko Serhii M. Kharchuk Vladyslav V. Tsvirkun Leonid I. Chumychov Denys D. Shedlovska Yana I. Shedlovskyi Ihor A. popup.nrat_date 2025-01-13 Close