International Scientific Symposium «Intelligent Solutions» (IntSol-2021) provides a leading international forum that brings together researchers and practitioners from different fields with the purpose of exploring the fundamental aspects of computational intelligence and decision making theory as practical impacts of information technology in modern world. The collection includes selected papers presented at the 2 th International Scientific Symposium «Intelligent Solutions» (IntSol-2021, September 28-30, 2021, Kyiv-Uzhhorod, Ukraine). The purpose of the event is presentation and discussion of the latest scientific results in the field of computer science, information technology, research and development of methodologies, techniques and tools for digital transformations of society on this basis. The conference was held as a video conference using the Zoom platform on 28-30 September. The collection contains main symposium papers peer-reviewed and selected by the program committee. Professors and associate professors, sometimes in collaboration with PhD students are the authors of the papers Professor, V.MLeonidHulianytskyi Professor,MykolaMalyar Professor,VitaliySnytyuk Professor,YuriyZaychenko Professor,PeterBidyuk Professor,YevgeniyBodyanskiy Professor,SándorBozóki Glushkov Professor,RothHubert Professor,StanLipovetsky KrassimirMarkov Professor,NataliyaPankratova Professor, V.MIvanSergienko PhDMariyaSodenkamp Professor,VladimirVovk Professor,MichaelZgurovsky National Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic Institute»
Kyiv Ukraine
Electronics Kharkiv National University of Radio
Kharkiv Ukraine
Computer and Automation Research Institute Hungarian Academy of Sciences
Hungary
Institute of Cybernetics National Academy of Sciences of Ukraine
Ukraine
Automatic Control Engineering Institute (RST) Siegen University
Siegen Germany
GfK Custom Research North America
Minneapolis MN USA
Uzhgorod National University
Uzhgorod Ukraine
ITHEA Institute of Information Theories and Applications
Bulgaria
National Technical University
Ukraine
Igor Sikorsky Kyiv Polytechnic Institute»
Kyiv Ukraine
Institute of Cybernetics National Academy of Sciences of Ukraine
Ukraine
Taras Shevchenko National University of Kyiv
Ukraine
Universität Bamberg
Bamberg Germany
Taras Shevchenko National University of Kyiv
Ukraine
Royal Holloway Sergey Yakovlev University of London
United Kingdom
National Aerospace University «Kharkov Aviation Institute»
Ukraine
National Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic Institute»
Kyiv Ukraine
National Technical University
Ukraine
Igor Sikorsky Kyiv Polytechnic Institute»
Kyiv Ukraine
International Scientific Symposium «Intelligent Solutions» (IntSol-2021) provides a leading international forum that brings together researchers and practitioners from different fields with the purpose of exploring the fundamental aspects of computational intelligence and decision making theory as practical impacts of information technology in modern world. The collection includes selected papers presented at the 2 th International Scientific Symposium «Intelligent Solutions» (IntSol-2021, September 28-30, 2021, Kyiv-Uzhhorod, Ukraine). The purpose of the event is presentation and discussion of the latest scientific results in the field of computer science, information technology, research and development of methodologies, techniques and tools for digital transformations of society on this basis. The conference was held as a video conference using the Zoom platform on 28-30 September. The collection contains main symposium papers peer-reviewed and selected by the program committee. Professors and associate professors, sometimes in collaboration with PhD students are the authors of the papers 083FC22494005BFCBD2F0A27995F8223 GROBID - A machine learning software for extracting information from scholarly documents

Yurii Stoyan, Professor, National Academy of Sciences of Ukraine, A.Pidgorny Institute for Mechanical Engineering Problems, Kharkiv, Ukraine Vitaliy Tsyganok, Professor, Institute for Information Recording of the National Academy of Sciences of Ukraine Oleksii Voloshyn, Ukraine Professor,