Lecture Notes in Networks and Systems
cover

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

Editors: Kovalev, S., Tarassov, V., Snasel, V., Sukhanov, A. (Eds.)

  • 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
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eBook $229.00
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  • ISBN 978-3-030-87178-9
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Softcover $299.99
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  • ISBN 978-3-030-87177-2
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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!


Table of contents (70 chapters)

Table of contents (70 chapters)
  • Image-Based Facial Emotion Recognition Using Convolutional Neural Networks and Transfer Learning

    Pages 3-14

    Moravčík, Erik (et al.)

  • Integrated Approach for Data Mining Based on Case-Based Reasoning and Neural Networks

    Pages 15-23

    Eremeev, Alexander (et al.)

  • Signal Spreading Through a Chain of Asynchronous Threshold elements

    Pages 24-34

    Kuznetsov, Oleg P.

  • Application of Reinforcement Learning in Open Space Planner for Apollo Auto

    Pages 35-43

    Ivanov, Dmitriy (et al.)

  • Neural Network Adaptation of the Kalman Filter for Odometry Fusion

    Pages 44-54

    Abdrazakov, Linar (et al.)

Buy this book

eBook $229.00
price for USA
  • ISBN 978-3-030-87178-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $299.99
price for USA
  • ISBN 978-3-030-87177-2
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

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
Series Volume
330
Copyright
2022
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-87178-9
DOI
10.1007/978-3-030-87178-9
Softcover ISBN
978-3-030-87177-2
Series ISSN
2367-3370
Edition Number
1
Number of Pages
XVII, 709
Number of Illustrations
123 b/w illustrations, 145 illustrations in colour
Topics