vrgupВестник Ростовского государственного университета путей сообщенияVestnik Rostovskogo Gosudarstvennogo Universiteta Putej Soobshcheniya0201-727XРостовский государственный университет путей сообщения10.46973/0201-727X_2025_4_108vrgup-189Research ArticleИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ, АВТОМАТИКА И ТЕЛЕКОММУНИКАЦИИINFORMATION TECHNOLOGIES, AUTOMATION AND TELECOMMUNICATIONSАналитический обзор трудов конференции IITI’25Analytical review of proceedings of IITI’25 conferenceКовалевС. М.KovalevS. M.

Ковалев Сергей Михайлович, научный руководитель; доктор технических наук, профессор

Kovalev Sergey Mikhailovich, Scientific Supervisor; Doctor of Engineering Sciences, Professor

ksm.1954@yandex.ruКотенкоИ. В.KotenkoI. V.

Котенко Игорь Витальевич, главный научный сотрудник; кандидат технических наук, доцент

Kotenko Igor Vitalievich, Chief Researcher; Doctor of Engineering Sciences, Professor

ivkote@comsec.spb.ruРодзинС. И.RodzinS. I.

Родзин Сергей Иванович, кандидат технических наук, доцент; ведущий научный сотрудник

Rodzin Sergey Ivanovich, Candidate of Engineering Sciences, Associate Professor; Leading Researcher

srodzin@sfedu.ruГудаА. Н.GudaA. N.

Гуда Александр Николаевич, проректор по научной работе, доктор технических наук, профессор

Guda Alexander Nikolaevich, Doctor of Engineering Sciences, Professor

guda@rgups.ruСухановА. В.SukhanovA. V.

Суханов Андрей Валерьевич, заместитель начальника отделенияинтеллектуальных информационных технологий цифровой станции; кандидат технических наук, доцент

Sukhanov Andrey Valeryevich, Deputy Head of the Department of IntelligentInformation Technologies of the Digital Station

a.suhanov@vniias.ruБутаковаМ. А.ButakovaM. A.

Бутакова Мария Александровна, главный научный сотрудник; доктор технических наук, профессор

Butakova Maria Alexandrovna, Chief Researcher; Doctor of Engineering Sciences, Professor

m.butakova@vniias.ruГришаевС. Ю.GrishaevS. Yu.

Гришаев Сергей Юрьевич, директор, кандидат технических наук

Grishaev Sergey Yurievich, Director, Candidate of Engineering Sciences

s.grishaev@vniias.ruРостовский филиал АО «Научно-исследовательский и проектно-конструкторский институт информатизации, автоматизации и связи на железнодорожном транспорте» (Ростовский филиал АО «НИИАС»), Ростовский государственный университет путей сообщения (РГУПС)Rostov branch of JSC «Scientific Research and Design Institute of Information, Automation and Communications in Railway Transport» (Rostov branch of JSC NIIAS); Rostov State Transport University (RSTU), Chair «Automation and Telemechanics in Railway Transport»Санкт-Петербургский Федеральный исследовательский центр Российской академии наук, Санкт-Петербургский национальный исследовательский университет информационных технологий, механики и оптикиFederal Research Center of the Russian Academy of Sciences; Saint Petersburg National Research University of Information Technologies, Mechanics and OpticsЮжный федеральный университет (ЮФУ), Институт компьютерных технологий и информационной безопасности, Ростовский филиал АО «Научно-исследовательский и проектно-конструкторский институт информатизации, автоматизации и связи на железнодорожном транспорте» (Ростовский филиал АО «НИИАС»)Southern Federal University (SFedU), Institute of Computer Technology and Information Security; Rostov branch of JSC «Scientific Research and Design Institute of Information, Automation and Communications in Railway Transport» (Rostov branch of JSC NIIAS)Ростовский государственный университет путей сообщения (РГУПС)Rostov State Transport University (RSTU), Vice-Rector for Scientific Work;Ростовский филиал АО «Научно-исследовательский и проектно-конструкторский институт информатизации, автоматизации и связи на железнодорожном транспорте» (Ростовский филиал АО «НИИАС»), Ростовский государственный университет путей сообщения (РГУПС)Rostov branch of JSC «Scientific Research and Design Institute of Information, Automation and Communications in Railway Transport» (Rostov branch of JSC NIIAS); Rostov State Transport University (RSTU), Chair «Computer Science and Automated Control Systems»Ростовский филиал АО «Научно-исследовательский и проектно-конструкторский институт информатизации, автоматизации и связи на железнодорожном транспорте» (Ростовский филиал АО «НИИАС»), Ростовский государственный университет путей сообщения (РГУПС)Rostov branch of JSC «Scientific Research and Design Institute of Information, Automation and Communications in Railway Transport»; Rostov State Transport University (RSTU), Chair «Computer Sciences»Ростовский филиал АО «Научно-исследовательский и проектно-конструкторский институт информатизации, автоматизации и связи на железнодорожном транспорте» (Ростовский филиал АО «НИИАС»)Rostov branch of JSC «Scientific Research and Design Institute of Information, Automation and Communications in Railway Transport» (Rostov branch of JSC NIIAS)20253012202504108150Copyright © Ковалев С.М., Котенко И.В., Родзин С.И., Гуда А.Н., Суханов А.В., Бутакова М.А., Гришаев С.Ю., 20252025Ковалев С.М., Котенко И.В., Родзин С.И., Гуда А.Н., Суханов А.В., Бутакова М.А., Гришаев С.Ю.Kovalev S.M., Kotenko I.V., Rodzin S.I., Guda A.N., Sukhanov A.V., Butakova M.A., Grishaev S.Y.Данная работа распространяется под лицензией Creative Commons Attribution 4.0.This work is licensed under a Creative Commons Attribution 4.0 License.https://vestnik.rgups.ru/jour/article/view/189

В обзоре приводится краткое реферирование коллекции наиболее интересных докладов 9-й Международной научной конференции «Интеллектуальные информационные технологии для индустрии» (IITI’25), которая проходила в период с 4 по 7 ноября 2025 г. на территории Федерального центра «Сириус» в России. Конференция была организована Научно-технологическим университетом «Сириус», Ростовским государственным университетом путей сообщения и Научно-исследовательским и проектно-конструкторским институтом информатизации, автоматизации и связи на железнодорожном транспорте при поддержке Российской ассоциации искусственного интеллекта.

Цель конференции – ускорить ориентированную на человека трансформацию в Индустрию 5.0 посредством инноваций на основе ИИ, способствуя внедрению практичных, безопасных и устойчивых технологий, которые ставят во главу угла интересы людей и прогресса. В докладах представлены междисциплинарные исследования, сочетающие ИИ в индустрии, человеко-машинный интерфейс, робототехнические системы, интеллектуальные транспортные системы, мягкие вычисления, машинное обучение, многоагентные системы с эмпирической проверкой в реальных промышленных условиях.

The review provides a brief summary of the collection of the most interesting reports of the 9th International Scientific Conference «Intelligent Information Technologies for Industry» (IITI'25), which was held from November 4–7, 2025, on the territory of the Federal Center «Sirius» in Russia. The conference was organized by Sirius University of Science and Technology, the Rostov State Transport University and the Scientific Research and Design Institute of Informatization, Automation and Communication in Railway Transport with the support of the Russian Association of Artificial Intelligence.

The aim of the conference is to accelerate the human-centered transformation in Industry 5.0 through AI-based innovation, facilitating the introduction of practical, safe and sustainable technologies that prioritize the interests of people and progress. The reports present interdisciplinary research combining AI in industry, human-machine interface, robotic systems, intelligent transport systems, soft computing, machine learning, multi-agent systems with empirical verification in real industrial conditions.

интеллектуальные информационные технологииискусственный интеллект в Индустрии 5.0робототехнические системыавтоматизация на транспортемашинное обучениемягкие вычислениябиоинспирированные алгоритмыинтеллектуальные агентыintelligent information technologiesartificial intelligence in Industry 5.0robotic systemsautomation in transportmachine learningsoft computingbioinspired algorithmsintelligent agentsReferencesIlicheva, V. Analysis of a Logical Approach for Modeling Transport Systems Extended by Builtin Arithmetic / V. Ilicheva, A. Guda // Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 1. – P. 732–741. – ISBN 978-3-032-13615-2 (eBook).Ilicheva, V. Analysis of a Logical Approach for Modeling Transport Systems Extended by Builtin Arithmetic / V. Ilicheva, A. Guda // Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 1. – P. 732–741. – ISBN 978-3-032-13615-2 (eBook).Mikheyenkova, M. On the Role of Argumentation in Trustworthy Decision-Making Systems / M. Mikheyenkova // Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 1. – P. 741–750. – ISBN 978-3-032-13615-2 (eBook).Mikheyenkova, M. On the Role of Argumentation in Trustworthy Decision-Making Systems / M. Mikheyenkova // Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 1. – P. 741–750. – ISBN 978-3-032-13615-2 (eBook).Eremeev, A. P. Boolean and metric extensions of Allen's interval logic / A. P. Eremeev, G. S. Plesnewicz // Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 1. – P. 708– 721. – ISBN 978-3-032-13615-2 (eBook).Eremeev, A. P. Boolean and metric extensions of Allen's interval logic / A. P. Eremeev, G. S. Plesnewicz // Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 1. – P. 708– 721. – ISBN 978-3-032-13615-2 (eBook).Bochkov, A. On the “Reasonableness” Criterion for Artificial Intelligence / A. 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Kovalchuk // Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 2. – P. 301–316. – ISBN 978-3-032-13612-1 (eBook).Data Mining Methods for Classifying Complex Objects on Example of Oil Well Production Flow Regimes / I. Mikhaylov, I. Fominykh, M. Fomina, K. Sidorov // Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 2. – P. 167–176. – ISBN 978-3-032-13612-1 (eBook).Data Mining Methods for Classifying Complex Objects on Example of Oil Well Production Flow Regimes / I. Mikhaylov, I. Fominykh, M. Fomina, K. Sidorov // Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 2. – P. 167–176. – ISBN 978-3-032-13612-1 (eBook).Hybrid Algorithm for Forming a Route Configuration Taking into Account Uncertainty in Terrain Information / M. Beskhmelnov, A. Vyatkin, Y. Dobrikov, O. 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Problems of Recognizing a Potential Intruder by Body Movements and Face and Ways of Solving Them / A. Kolodenkova, M. Bochkarev // International Conference on Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 2. – P. 88–96. – ISBN 978-3-032-13612-1 (eBook).Kolodenkova, A. Problems of Recognizing a Potential Intruder by Body Movements and Face and Ways of Solving Them / A. Kolodenkova, M. Bochkarev // International Conference on Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 2. – P. 88–96. – ISBN 978-3-032-13612-1 (eBook).Vakhitov, R. Object-Centric World Models Meet Monte Carlo Tree Search / R. Vakhitov, L. Ugadiarov, A. Panov // International Conference on Intelligent Information Technologies for Industry (IITI’25). – 2025. – Vol. 2. – P. 481–492. – ISBN 978-3-032-13612-1 (eBook).Vakhitov, R. Object-Centric World Models Meet Monte Carlo Tree Search / R. Vakhitov, L. Ugadiarov, A. 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The authors declare that there are no conflicts of interest present.