Skip to main content
SpringerLink
Log in

Lecture Notes in Computational Intelligence and Decision Making

2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence”, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Sergii Babichev

    1. Department of Physics, Kherson State University, Kherson, Ukraine

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Volodymyr Lytvynenko

    1. Department of Informatics and Computer Science, Kherson National Technical University, Kherson, Ukraine

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Presents recent research on Decision Making and Computational Intelligence
  • Provides proceedings of the International Scientific Conference (ISDMCI'2021), Ukraine, May 24–28, 2021
  • Written by experts in the field

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 77)

Included in the following conference series:

Conference proceedings info: ISDMCI 2021.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
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

Licence this eBook for your library

Institutional subscriptions

Table of contents (54 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Analysis and Modeling of Complex Systems and Processes

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Financial Risk Estimation in Conditions of Stochastic Uncertainties

      • Oleksandr Trofymchuk, Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
      Pages 3-24

    3. Numerical Modeling of Disk Dissolution in Melt During Gas Blowing

      • Kyrylo Krasnikov
      Pages 25-38

    4. Streaming Algorithm to the Decomposition of a Polyatomic Molecules Mass Spectra on the Polychlorinated Biphenyls Molecule Example

      • Serge Olszewski, Violetta Demchenko, Eva Zaets, Volodymyr Lytvynenko, Irina Lurie, Oleg Boskin et al.
      Pages 39-53

    5. Method of Functional-Value Calculations of Complex Systems with Mixed Subsystems Connections

      • Maksym Korobchynskyi, Mykhailo Slonov, Pavlo Krysiak, Myhailo Rudenko, Oleksandr Maryliv
      Pages 54-68

    6. Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A Review

      • Lyudmyla Yasinska-Damri, Ihor Liakh, Sergii Babichev, Bohdan Durnyak
      Pages 69-81

    7. A Method of Analytical Calculation of Dynamic Characteristics of Digital Adaptive Filters with Parallel-Sequential Weight Summation

      • Kostiantyn Semibalamut, Volodymyr Moldovan, Svitlana Lysenko, Maksym Topolnytskyi, Sergiy Zhuk
      Pages 82-93

    8. Simulation Modeling as a Means of Solving Professionally-Oriented Problems in Maritime Industry

      • Tatyana Zaytseva, Lyudmyla Kravtsova, Oksana Tereshchenkova, Alona Yurzhenko
      Pages 94-106

    9. Data Mining Methods, Models and Solutions for Big Data Cases in Telecommunication Industry

      • Nataliia Kuznietsova, Peter Bidyuk, Maryna Kuznietsova
      Pages 107-127

    10. Agile Architectural Model for Development of Time-Series Forecasting as a Service Applications

      • Illia Uzun, Ivan Lobachev, Luke Gall, Vyacheslav Kharchenko
      Pages 128-147

    11. Essential R Peak Detector Based on the Polynomial Fitting

      • Olga Velychko, Oleh Datsok, Iryna Perova
      Pages 148-163

    12. An Approach to Identifying and Filling Data Gaps in Machine Learning Procedures

      • Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
      Pages 164-176

    13. Information Technology for Assessing the Situation in Energy-Active Facilities by the Operator of an Automated Control System During Data Sampling

      • Lubomyr Sikora, Natalya Lysa, Roman Martsyshyn, Yuliya Miyushkovych
      Pages 177-187

    14. Application of Ensemble Methods of Strengthening in Search of Legal Information

      • Nataliya Boyko, Khrystyna Kmetyk-Podubinska, Iryna Andrusiak
      Pages 188-200

    15. Synthesis of Barker-Like Codes with Adaptation to Interference

      • Oleg Riznyk, Ivan Tsmots, Roman Martsyshyn, Yuliya Miyushkovych, Yurii Kynash
      Pages 201-216

    16. Models of Factors of the Design Process of Reference and Encyclopedic Book Editions

      • Vsevolod Senkivskyy, Iryna Pikh, Alona Kudriashova, Nataliia Senkivska, Lyubov Tupychak
      Pages 217-229

    17. Analysis of Digital Processing of the Acoustic Emission Diagnostics Informative Parameters Under Deformation Impact Conditions

      • Volodymyr Marasanov, Hanna Rudakova, Dmitry Stepanchikov, Oleksandr Sharko, Artem Sharko, Tetiana Kiryushatova
      Pages 230-251

    18. Solution of the Problem of Optimizing Route with Using the Risk Criterion

      • Pavlo Mamenko, Serhii Zinchenko, Vitaliy Kobets, Pavlo Nosov, Ihor Popovych
      Pages 252-265

    19. Automatic Optimal Control of a Vessel with Redundant Structure of Executive Devices

      • Serhii Zinchenko, Oleh Tovstokoryi, Andrii Ben, Pavlo Nosov, Ihor Popovych, Yaroslav Nahrybelnyi
      Pages 266-281
Back to top

Other volumes

  1. Lecture Notes in Computational Intelligence and Decision Making

Keywords

About this book

This book is devoted to current problems of artificial and computational intelligence including decision-making systems. Collecting, analysis, and processing information are the current directions of modern computer science. Development of new modern information and computer technologies for data analysis and processing in various fields of data mining and machine learning creates the conditions for increasing effectiveness of the information processing by both the decrease of time and the increase of accuracy of the data processing. 


The book contains of 54 science papers which include the results of research concerning the current directions in the fields of data mining, machine learning, and decision making.  The papers are divided in terms of their topic into three sections. The first section "Analysis and Modeling of Complex Systems and Processes" contains of 26 papers, and the second section "Theoretical and Applied Aspects of Decision-Making Systems" contains of 13 papers. There are 15 papers in the third section "Computational Intelligence and Inductive Modeling". 


The book is focused to scientists and developers in the fields of data mining, machine learning and decision-making systems.

Editors and Affiliations

  • Department of Physics, Kherson State University, Kherson, Ukraine

    Sergii Babichev

  • Department of Informatics and Computer Science, Kherson National Technical University, Kherson, Ukraine

    Volodymyr Lytvynenko

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation