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  • Conference proceedings
  • © 2022

Proceedings of the Fifth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’21)

  • Presents key advances in Intelligent Information Technologies for Industry
  • Includes the proceedings of the 5th IITI 2021 conference on “Intelligent Information Technologies for Industry”
  • Written by experts in the field

Conference proceedings info: IITI 2021.

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Table of contents (70 papers)

  1. Front Matter

    Pages i-xvii
  2. Neural Networks

    1. Front Matter

      Pages 1-1
    2. Integrated Approach for Data Mining Based on Case-Based Reasoning and Neural Networks

      • Alexander Eremeev, Pavel Varshavskii, Anton Kozhevnikov, Sergey Polyakov
      Pages 15-23
    3. Neural Network Adaptation of the Kalman Filter for Odometry Fusion

      • Linar Abdrazakov, Dmitry Yudin
      Pages 44-54
    4. Application of Deep Reinforcement Learning Methods in Debt Collection

      • Gleb Kuzmin, Aleksandr I. Panov, Ivan Razvorotnev, Vyacheslav Rezyapkin
      Pages 66-77
    5. Diagnostics of the Technological System State for Phosphorus Production Based on Deep Neural Networks

      • Andrey Yu. Puchkov, Ekaterina I. Lobaneva, Maria A. Vasilkova
      Pages 87-95
  3. Non-classical Logic

    1. Front Matter

      Pages 117-117
    2. Logic Theory of Text Contents

      • L. V. Savinitch, A. V. Zhozhikashvilly, V. L. Stefanuk
      Pages 119-127
    3. Extended First-Order Step Theories

      • Michael Vinkov, Vladimir Ivanov, Igor Fominykh, Andrey Sukhanov
      Pages 128-136
  4. Fuzzy Models and Systems

    1. Front Matter

      Pages 147-147
    2. Fuzzy Approach to Car Retarding Adaptation on Hump Yards

      • Ivan A. Olgeyzer, Andrey V. Sukhanov, Alexaner N. Shabelnikov, Olesya V. Ignatieva
      Pages 161-169

Other Volumes

  1. Proceedings of the Fifth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’21)

About this book

This book presents key advances in intelligent information technologies for industry. This book of Lecture Notes in Networks and Systems contains the papers presented in the main track of IITI 2021, the Fifth International Scientific Conference on Intelligent Information Technologies for Industry held on September 30 – October 4, 2021 in Sirius, Russia. The conference was jointly co-organized by Rostov State Transport University (Russia) and VŠB–Technical University of Ostrava (Czech Republic) with the participation of Russian Association for Artificial Intelligence (RAAI) and Sirius University (Russia).

IITI 2021 was devoted to practical models and industrial applications related to intelligent information systems. It was considered as a meeting point for researchers and practitioners to enable the implementation of advanced information technologies into various industries. Nevertheless, some theoretical talks concerning the state of the art in intelligent systems and soft computing were also included into proceedings.

There were 180 paper submissions from 14 countries. Each submission was reviewed by at least three chairs or PC members. We accepted 69 regular papers (38\%). Unfortunately, due to limitations of conference topics and edited volumes, the Program Committee was forced to reject some interesting papers, which did not satisfy these topics or publisher requirements. We would like to thank all authors and reviewers for their work and valuable contributions. The friendly and welcoming attitude of conference supporters and contributors made this event a success!



Editors and Affiliations

  • Rostovskogo Strelkovogo Polka Narodnogo, Rostov State Transport University, Rostov-on-Don, Russia

    Sergey Kovalev

  • Bauman Moscow State Technical University, Moscow, Russia

    Valery Tarassov

  • Department of Computer Science, VŠB-TUO, Ostrava-Poruba, Czech Republic

    Vaclav Snasel

  • Apt. 8, Rostov State Transport University, Rostov-on-Don, Russia

    Andrey Sukhanov

Bibliographic Information

  • Book Title: Proceedings of the Fifth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’21)

  • Editors: Sergey Kovalev, Valery Tarassov, Vaclav Snasel, Andrey Sukhanov

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-030-87178-9

  • 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 2022

  • Softcover ISBN: 978-3-030-87177-2Published: 16 September 2021

  • eBook ISBN: 978-3-030-87178-9Published: 15 September 2021

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XVII, 709

  • Number of Illustrations: 123 b/w illustrations, 145 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access