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https://ceur-ws.org/Vol-3777/preface.pdf
Dmytro Chumachenko
Polina Golland
Sergiy Yakovlev
(Eds.)
4th International Workshop of IT-professionals
on Artificial Intelligence
ProfIT AI 2024
Cambridge, MA, USA
September, 25-27, 2024
CEUR
ceur-ws.org
Workshop ISSN 1613-0073
Proceedings
4th International Workshop of IT-professionals on
Artificial Intelligence “ProfIT AI 2024”, Cambridge, MA,
USA, September, 25-27, 2024
Dmytro Chumachenko, Polina Golland, Sergiy Yakovlev (Eds.): 4th International Workshop of IT-
professionals on Artificial Intelligence (ProfIT AI 2024), Cambridge, MA, USA, 25-27 September,
2024, CEUR-WS.org, online.
Copyright © 2024 for the individual papers by the papers’ authors. Copying permitted only for private
and academic purposes. This volume is published and copyrighted by its editors.
Preface
It is our pleasure to present you the proceedings of 4th International Workshop of IT-professionals on
Artificial Intelligence (ProfIT AI 2024), Cambridge, MA, USA, 25-27 September, 2024.
The workshop was organized by National Aerospace University “Kharkiv Aviation Institute” (Kharkiv,
Ukraine) and Massachusetts Institute of Technology (Cambridge, MA, USA).
ProfIT AI 2024 is intended to discuss practical aspects of the latest research and results of international
scientists and practitioners related to artificial intelligence. Aim of the workshop is to exchange new
ideas, obtained theoretical and practical results of scientific research in the field of artificial intelligence,
to discuss the current stage of the industry all around the world, to integrate efforts to introduce research
results, the establishment of creative contacts and the expansion of scientific ties. We believe that the
workshop results are going to make a significant contribution to the development of artificial
intelligence.
The workshop was supported by the largest associations of Ukraine: Ukrainian Scientific IT Society,
Kharkiv IT Cluster and Coordinating council of the National Academy of Sciences of Ukraine on
Artificial Intelligence.
The workshop is soliciting literature review, survey and research papers including, whilst not limited to,
the following areas of interest:
• Natural Language Processing;
• Computer Vision;
• Intelligent Systems;
• Intelligent Methods in Healthcare;
• Artificial Intelligence Ethics, Policy and Governance.
The language of Workshop ProfIT AI 2024 is English. The Workshop took the form of oral
presentations of peer-reviewed regular papers.
Submitted papers was peer-reviewed by two reviewers from at least two counties on the basis of
technical quality, relevance, originality, significance, and clarity. The Program Committee used reviews
to determine which papers could be accepted for presentation at the workshop.111 papers were received,
39 papers were accepted (Acceptance rate is 35%). All accepted papers were presented during the
Workshop.
The workshop would not have been possible without the support of many people. First of all, we would
like to thank the program and organization staff, the members of the Technical Program Committees and
external reviewers for their excellent and tireless work. We express special thanks to the Global MIT
At-Risk Fellows (GMAF) Program for their support. We sincerely wish that all attendees benefited
scientifically from the workshop and wish them every success in their research. It is the humble wish of
the workshop organizers that the professional dialogue among the researchers, scientists, engineers and
doctors continues beyond the event and that the friendships and collaborations forged will linger and
prosper for many years to come.
The International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI) was first held in
2021 at the National Aerospace University "Kharkiv Aviation Institute" in Kharkiv (Ukraine). In 2022,
during the planning of the second workshop, on February 24, Russia invaded Ukraine. Kharkiv became
a place of bloody battles, and its inhabitants showed courage in fighting against the Russian occupiers.
At the National Aerospace University "Kharkiv Aviation Institute", which was the venue for the first
workshop, the Russian army carried out more than 200 missile and bomb strikes. This brought
destruction to the campus, which continues to recover. The escalation of the Russian war in Ukraine, in
addition to massive destruction and loss of life, led to a forced transformation of the academic and
scientific sphere. Despite this, Ukrainian scientists continue their research in the face of war, limited
resources, power outages, and heating. Therefore, 2nd International Workshop of IT-professionals on
Artificial Intelligence “ProfIT AI 2022” was organized in Lodz University of Technology and its
Institute of Information Technology. And the 3rd International Workshop of IT-professionals on
Artificial Intelligence “ProfIT AI 2023” was organized in University of Waterloo. We would like to
express special thanks to the Massachusetts Institute of Technology and particularly Computer Science
and Artificial Intelligence Lab, which became the venue for the 4th International Workshop of IT-
professionals on Artificial Intelligence “ProfIT AI 2024”. Furthermore, we express special thanks to the
Armed Forces of Ukraine and the brave Ukrainian people, who show unimaginable courage in the
struggle for freedom and democratic values.
2024 Dmytro Chumachenko
Polina Golland
Sergiy Yakovlev
COMMITTEES
Program Committee Chairs
Dmytro Chumachenko National Aerospace University “Kharkiv Aviation Institute”,
Ukraine
Polina Golland Massachusetts Institute of Technologies, USA
Program Committee
Adam Wojciechowski Lodz University of Technology, Poland
Alina Nechyporenko Technical University of Applied Sciences Wildau, Germany
Amedeo Buonanno Italian National Agency for New Technologies, Energy and
Sustainable Economic Development, Italy
Andrii Kopp National Technical University Kharkiv Polytechnic Institute,
Ukraine
Artem Boyarchuk Tallinn University of Technology, Estonia
Dmytro Mishkin Czech Technical University in Prague, Czech Republic
George Barbastathis Massachusetts Institute of Technologies, USA
Gerardo Chowell Georgia State University, USA
Grygoriy Zholtkevych V.N. Karazin Kharkiv National University, Ukraine
Ievgen Meniailov V.N. Karazin Kharkiv National University, Ukraine
Ievgen Sidenko Petro Mohyla Black Sea State University, Ukraine
Igor Potapov University of Liverpool, United Kingdom
Ihor Korobiychuk Warsaw University of Technology, Poland
Iurii Krak Taras Shevchenko National University of Kyiv, Ukraine
Ivan Izonin Lviv Polytechnic National University, Ukraine
Jasleen Kaur University of Waterloo, Canada
Katarzyna Szymanska-Debowska Lodz University of Technology, Poland
Kseniia Bazilevuch National Aerospace University “Kharkiv Aviation Institute”,
Ukraine
Michael Yudelson Carnegie Mellon University, USA
Michael Zgurovsky National Technical University of Ukraine “Igor Sikorsky Kyiv
Polytechnic Institute”, Ukraine
Michal Gregus Comenius University in Bratislava, Slovak Republic
Natalia Kryvinska Comenius University in Bratislava, Slovak Republic
Nataliia Kussul University of Maryland, USA
Nataliya Shakhovska Lviv Polytechnic National University, Ukraine
Nima Hejazi Harvard University, USA
Oksana Pichugina Brock University, Canada
Oleksandr Khimich V.M.Glushkov Institute of Cybernetics, Ukraine
Oleksandr Konovalov University of St Andrews, United Kingdom
Oleg Illiashenko National Aerospace University “Kharkiv Aviation Institute”,
Ukraine
Oleksandr Sokolov Nicolaus Copernicus University, Poland
Oleksii Rubel National Aerospace University “Kharkiv Aviation Institute”,
Ukraine
Pavel Skums University of Connecticut, USA
Pavlo Molchanov NVIDIA, USA
Piotr Lipinski Lodz University of Technology, Poland
Plinio Morita University of Waterloo, Canada
Saman Ghaffarian University College London, United Kingdom
Sergey Subbotin National University “Zaporizhzhia Polytechnic”, Ukraine
Sergii Stirenko National Technical University of Ukraine “Igor Sikorsky Kyiv
Polytechnic Institute”, Ukraine
Sergiy Gnatyuk National Aviation University, Ukraine
Sergiy Yakovlev Lodz University of Technology, Poland
Shankar Gangisetty KLE Technological University, India
Solomiia Fedushko Lviv Polytechnic National University, Ukraine
Tariq Zaman University of Technology Sarawak, Malaysia
Tetiana Hovorushchenko Khmelnytskyi National University, Ukraine
Vyacheslav Kharchenko National Aerospace University “Kharkiv Aviation Institute”,
Ukraine
Yevgeniy Bodyanskiy Kharkiv National University of Radioelectronics, Ukraine
Yuriy Syerov Lviv Polytechnic National University, Ukraine
Organizing Committee
Halyna Padalko Center for International Governance Innovations, Canada
Serhii Krivtsov National Aerospace University “Kharkiv Aviation Institute”,
Ukraine
Mykola Butkevych National Aerospace University “Kharkiv Aviation Institute”,
Ukraine