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Proceedings of the Sixth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’22)

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Sergey Kovalev

    1. Rostov State Transport University, Rostov-on-Don, Russia

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  2. Andrey Sukhanov

    1. Rostov State Transport University, Rostov-on-Don, Russia

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  3. Imran Akperov

    1. Southern University (IMBL), Rostov-on-Don, Russia

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  4. Sebnem Ozdemir

    1. Istinye University, Sarıyer, Turkey

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  • Presents key advances in Intelligent Information Technologies for Industry
  • Covers proceedings of the 6th IITI 2023 conference “Intelligent Information Technologies for Industry”
  • Written by experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 566)

Included in the following conference series:

Conference proceedings info: IITI 2022.

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About this book

This book contains the works connected with the key advances in Intelligent Information Technologies for Industry presented in the main track of IITI 2022, the Sixth International Scientific Conference on Intelligent Information Technologies for Industry held on October 31 - November 6, 2022, in Istanbul, Turkey. The works were written by the experts in the field of artificial intelligence including topics such as machine learning, decision making intelligent systems, fuzzy logic, bioinspired systems and Bayesian networks. The following industrial application domains were touched: railway automation, intelligent medical systems, flexible socio-technical systems, navigation systems and energetic systems. The editors believe that this book will be helpful for all scientists and engineers interested in the modern state of applied artificial intelligence.

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Table of contents (49 papers)

  1. Front Matter

    Pages i-xvi
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  2. Decision Making Intelligent Systems

    1. Front Matter

      Pages 1-1
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    2. Knowledge Bases Engineering Based on Event Trees Transformations: A Case Study for Aircraft Diagnostics

      • Aleksandr Yu. Yurin, Olga A. Nikolaychuk, Nikita O. Dorodnykh, Aleksandr B. Stolbov, Yuri V. Kotlov, Vladimir M. Popov
      Pages 3-12

    3. Architecture of a Distributed Intelligence System for Data Mining Based on Case-Based Reasoning

      • Alexander Eremeev, Pavel Varshavskii, Sergey Polyakov
      Pages 13-21

    4. Category Technology to Design Intelligent Systems for Complicated Decisions

      • A. V. Zhozhikashvili, V. L. Stefanuk
      Pages 22-30

    5. Communication as a Basic Element of the Methodology for the Development of Intelligent Systems

      • Yu.I. Rogozov, Vyacheslav S. Lapshin, Sergey A. Kucherov
      Pages 31-41

    6. Approach to the Implementation of Intelligent Low-Code Platforms

      • Yu I. Rogozov, Vyacheslav S. Lapshin, Marina A. Borovskaya
      Pages 42-50

    7. Collaborative Decision Support with Ontology-Based Neuro-Symbolic Artificial Intelligence: Challenges and Conceptual Model

      • Alexander Smirnov, Andrew Ponomarev, Nikolay Shilov
      Pages 51-59

    8. Integration of Intelligent and Mathematical Technologies for Decision Support in Research and Ensuring Energy Resilience

      • Liudmila Massel, Aleksei Massel, Timur Mamedov
      Pages 60-72

    9. Patterns in Smart Wireless Sensor Network Nodes

      • Gennady. P. Vinogradov, Igor A. Konyukhov
      Pages 73-82

    10. Intelligent Recommender System for Spatial Analysis

      • Stanislav Belyakov, Alexander Bozhenyuk, Igor Dolgiy, Margarita Knyazeva
      Pages 83-92

    11. Identification of Generalized Euclidean N-dimensional Information Space of Modeling and Decision-Making of a Specialist

      • Nikolay N. Lyabakh, Maksim V. Kolesnikov, Maksim V. Bakalov, Vyacheslav M. Zadorozhniy
      Pages 93-103

  3. Machine Learning and Its Applications

    1. Front Matter

      Pages 105-105
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    2. Detection of Anomalies and Attacks in Container Systems: An Integrated Approach Based on Black and White Lists

      • Igor Kotenko, Igor Saenko, Andrey Chechulin, Lidia Vitkova, Maxim Kolomeec, Igor Zelichenok et al.
      Pages 107-117

    3. Frequent Pattern Discovery as Table Constraint Satisfaction Problem

      • Alexander Zuenko, Olga Zuenko
      Pages 118-130

    4. Methodology for Detecting Anomaly and Attack on Cloud Infrastructure Instances

      • Igor Pestov, Lidia Vitkova
      Pages 131-141

    5. Sift Descriptor for Social Media User Accounts Matching

      • Anastasia A. Korepanova, Maxim V. Abramov
      Pages 142-151

    6. Draft-Based Learning Model to Discover Data from a Cognitive Causal Model

      • Alexander Tselykh, Vladislav Vasilev, Larisa Tselykh
      Pages 152-161

    7. Machine Learning-Based Predictive Modeling of Mechanical Properties of Coatings

      • Vladimir I. Kolesnikov, Olga A. Belyak, Tatyana V. Suvorova, Alexander A. Guda, Danil M. Pashkov
      Pages 162-171

    8. Synthesis of Estimation System for UAV Orientation with a Neural Network-Identifier

      • Andrey A. Kostoglotov, Anton A. Penkov, Vladimir O. Zekhtser
      Pages 172-180
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Other volumes

  1. Proceedings of the Sixth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’22)

Editors and Affiliations

  • Rostov State Transport University, Rostov-on-Don, Russia

    Sergey Kovalev, Andrey Sukhanov

  • Southern University (IMBL), Rostov-on-Don, Russia

    Imran Akperov

  • Istinye University, Sarıyer, Turkey

    Sebnem Ozdemir

Bibliographic Information

  • Book Title: Proceedings of the Sixth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’22)

  • Editors: Sergey Kovalev, Andrey Sukhanov, Imran Akperov, Sebnem Ozdemir

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-19620-1

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-19619-5Published: 31 October 2022

  • eBook ISBN: 978-3-031-19620-1Published: 30 October 2022

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XVI, 531

  • Number of Illustrations: 62 b/w illustrations, 94 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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