vrgupВестник Ростовского государственного университета путей сообщенияVestnik Rostovskogo Gosudarstvennogo Universiteta Putej Soobshcheniya0201-727XРостовский государственный университет путей сообщения10.46973/0201-727X_2023_1_159vrgup-134Research ArticleИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ, АВТОМАТИКА И ТЕЛЕКОММУНИКАЦИИINFORMATION TECHNOLOGIES, AUTOMATION AND TELECOMMUNICATIONSАналитический обзор трудов конференции IITI’22Analytical review of proceedings of IITI’22 conferenceКовалевС. М.KovalevS. M.

Ковалев Сергей Михайлович, кафедра «Автоматика и телемеханика на железнодорожном транспорте», профессор; главный научный сотрудник, доктор технических наук, профессор

Kovalev Sergey Mikhaylovich, Chair «Automatics and Remote Control on Railway Transport», Professor; Chief Scientific Researcher, Doctor of Engineering Sciences, Professor 

ksm@rfniias.ruГудаА. Н.GudaA. N.

Гуда Александр Николаевич, кафедра «Информатика», доктор технических наук, профессор, заведующий кафедрой, проректор по научной работе

Guda Alexander Nikolayevich, Chair «Informatics», Doctor of Engineering Sciences, Professor, Head of the Chair, Vice Rector for Scientific Research 

guda@rgups.ruДолгийА. И.DolgiyA. I.

Долгий Александр Игоревич, кандидат технических наук, доцент, генеральный директор 

Dolgiy Alexander Igorevich, Candidate of Engineering Sciences, Associate Professor, General Manager 

info@vniias.ruРостовский государственный университет путей сообщения (РГУПС); Ростовский филиал АО «Научно-исследовательский и проектно-конструкторский институт информатизации, автоматизации и связи на железнодорожном транспорте» (РостФ НИИАС)Rostov State Transport University (RSTU); JSC «NIIAS» Rostov BranchРостовский государственный университет путей сообщения (РГУПС)Rostov State Transport University (RSTU)АО «Научно-исследовательский и проектно-конструкторский институт информатизации, автоматизации и связи на железнодорожном транспорте» (НИИАС)JSC «NIIAS»20233003202301159174Copyright © Ковалев С.М., Гуда А.Н., Долгий А.И., 20232023Ковалев С.М., Гуда А.Н., Долгий А.И.Kovalev S.M., Guda A.N., Dolgiy A.I.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/134

В обзорной статье дан краткий анализ работ, представленных на конференции IITI’22, рассмотрены основные направления как теоретических, так и прикладных исследований в области современного искусственного интеллекта (ИИ). Традиционно основной акцент в большинстве принятых к публикации материалов был сделан на применении современных информационных и интеллектуальных технологий в технике. Были выделены четыре основные направления, представленные на конференции IITI’21: прикладные интеллектуальные системы, машинное обучение, интеллектуализация производственных процессов, нечеткие и нетрадиционные логики. По каждому из направлений сделан анализ наиболее интересных докладов для популяризации результатов исследований в области прикладного искусственного интеллекта среди русскоязычной аудитории.

В рамках конференции был организован круглый стол, на котором также обсуждались проблемы использования ИИ в медицине, бизнесе и образовании. Лучшие работы также вошли в сборник трудов конференции «Proceedings of the Sixth International Scientific Conference „Intelligent Information Technologies for Industry” (IITI’22)».

The paper provides a brief review of the proceeding analysis presented at the IITI’22 conference, and considers the main areas of both theoretical and applied research in the field of modern artificial intelligence (AI). Traditionally, the main emphasis in most of the materials accepted for publication was on the use of modern information and intellectual technologies in technology. Four main areas presented at the IITI'21 conference were identified: applied intelligent systems, machine learning, and intellectualization of production processes, fuzzy and non-traditional logics. For each of the areas, an analysis of the most interesting reports was made to popularize the results of research in the field of applied artificial intelligence among the Russian-speaking audience.

As part of the conference, a round table was organized, which also discussed the problems of using AI in medicine, business and education. The best works were also included in the proceedings of the conference "Proceedings of the Sixth International Scientific Conference "Intelligent Information Technologies for Industry" (IITI'22)".

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The authors declare that there are no conflicts of interest present.