Preface
                           It is our pleasure to present you the proceedings of 4th International Workshop on
                   Information Technologies: Theoretical and Applied Problems (ITTAP-2024), held in Ternopil,
                   Ukraine, from October 23 to 25, 2024. The workshop is organized by the Faculty of Computer
                   Information Systems and Software Engineering of Ternopil Ivan Puluj National Technical
                   University and Opole University of Technology and focuses on theoretical and practical (technical)
                   problems of recent research and the work of international academics, scientists and practitioners
                   related to intelligent information technology, signaling and systems modeling, and the application
                   of information technology in medicine.
                           This workshop provides opportunities to exchange new ideas establish business or research
                   relationships and find global partners for future cooperation. International Program Committee
                   has 22 members. 100 % of ITTAP-2024 International Program Committee members have more than
                   10 DBLP papers. There are the representatives of 5 Ukrainian Universities and of 7 Universities
                   from around the world (United Kingdom, Italy, Czech Republic, Poland). 4thd International
                   Workshop on Information Technologies: Theoretical and Applied Problems (ITTAP-2024) received
                   61 submissions from Ukraine and the world. All papers were evaluated by two or three reviewers.
                   Based on the reviews, a rating of papers was compiled. Papers with a positive average scores were
                   accepted for presentation at the Workshop. According to the decision of the International Program
                   Committee, 52 papers were conditionally accepted for presentation at the workshop. We received
                   camera-ready papers, which were also evaluated by reviewers (it was checked whether all
                   comments and recommendations were taken into account). As a result, only 52 camera ready
                   papers are accepted for presentation at the Workshop. The ITTAP-2024 joined scientists from
                   Ukraine, Algeria, Poland, Viet Nam, United Kingdom. In general, the representatives from 12
                   Universities from around the world, and 32 Ukrainian Universities will take part in the workshop.
                   So, final acceptance rate is 73%. We would like to thank the members of International Program
                   Committee and Organizing Committee, and external reviewers for their excellent and tireless work.
                   We sincerely wish everyone fruitful work and interesting presentations! We hope that the
                   workshop results make a significant contribution to the development of intelligent information
                   technologies in Ukraine and the world.
                           Despite the war that Russia is waging against Ukraine, Ukrainian scientists continue to
                   actively working and to develop scientific potential for the development of our independent state.
                                                                                            October, 2024
                                                                                            Iaroslav Lytvynenko
                                                                                            Serhii Lupenko




CEUR
                  ceur-ws.org
Workshop      ISSN 1613-0073
Proceedings