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14th International Conference on Theory and Application of Fuzzy Systems and Soft Computing – ICAFS-2020

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Rafik A. Aliev

    1. Department of Control Systems, Azerbaijan State Oil and Industry University, Baku, Azerbaijan

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  2. Janusz Kacprzyk

    1. Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

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  3. Witold Pedrycz

    1. Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada

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  4. Mo Jamshidi

    1. Department of Electrical and Computer Engineering, University of Texas at San Antonio, San Antonio, USA

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  5. Mustafa Babanli

    1. Azerbaijan State Oil and Industry University, Baku, Azerbaijan

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  6. Fahreddin M. Sadikoglu

    1. Department of Mechatronics, Near East University, Mersin, Turkey

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  • Covers new ideas from the theoretical aspects and applications of AI tools and soft computing as fuzzy logic, neural networks, hybrid systems, and others
  • Considers applications in economics, business, industry, education, earth sciences, and other fields
  • Is a useful guide for academics, practitioners, and graduates in fields of fuzzy logic and soft computing
  • Allows for increasing of interest in development and applying of these paradigms in various real-life fields

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1306)

Included in the following conference series:

Conference proceedings info: ICAFS 2020.

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Table of contents (103 papers)

  1. Front Matter

    Pages i-xxvii
    Download chapter PDF

  2. Fuzzy Clique Set Determination Method as an Example of Fuzzy Temporal Graph Invariant

    • Alexander Bozhenyuk, Vitalii Bozheniuk, Janusz Kacprzyk, Margarita Knyazeva
    Pages 1-9

  3. Z-set Based Approach to Control System Design

    • Rafik A. Aliev, Latafat A. Gardashova
    Pages 10-21

  4. Logics of Estimates for Fuzzy Statements

    • Gerald S. Plesniewicz, Valery B. Tarassov
    Pages 22-29

  5. Construction of Consistent Z-Preferences in Decision Making for a Foreign Market Selection

    • Rafig R. Aliyev
    Pages 30-37

  6. Fuzzy Decision Method Based on Zadeh’s Data Aggregation Approach

    • Mustafa B. Babanli, Jale M. Babanli
    Pages 38-46

  7. Fuzzy Soft Sets and Image Processing Application

    • Jiří Močkoř, Petr Hurtik
    Pages 47-54

  8. Quality Criteria of Fuzzy IF-THEN Rules and Their Calculations

    • Nigar E. Adilova
    Pages 55-62

  9. Multiple Z-Regression with Fuzzy Coefficients

    • Olga M. Poleshchuk
    Pages 63-70

  10. Solution of the Retail Marketing Problem of Rational Choice of the Location of Trade Enterprises Using the Method of Hierarchy Analysis and Fuzzy Set Theory

    • Ahmed Veliyev, Tarlan Abdullayev, Ramiz Alekperov, Vuqar Salahli
    Pages 71-79

  11. Multi-criterial Optimization Problem for Fuzzy If-Then Rules

    • O. H. Huseynov, Nigar E. Adilova
    Pages 80-88

  12. Evaluation of the Management and Prevention of Covid-19 Pandemic in Most Infected Countries via Fuzzy PROMETHEE Approach

    • Omid Mirzaei, Gülsüm Aşıksoy, Ayse Gunay Kibarer
    Pages 89-94

  13. Fuzzy Dynamic Programming-Based Multi-stage Transportation Problem

    • Shamil A. Ahmadov
    Pages 95-101

  14. Comparative Assessment of the Regional Freight Transportation by Method of Fuzzy Linear Regression

    • Taras Bogachev, Tamara Alekseychik, Anatoly Chuvenkov, Svetlana Batygova
    Pages 102-109

  15. Construction of Device for Fuzzy Chaos Signal Generation

    • K. M. Babanli
    Pages 110-117

  16. Monadic Automata with Relational Morphisms

    • Jiří Močkoř
    Pages 118-125

  17. Dental Disease Detection Using Fuzzy Logic

    • L. A. Gardashova, B. F. Aliyev
    Pages 126-132

  18. Evaluation of the Effectiveness of Integration Processes in Production Enterprises Based on the Fuzzy Logic Model

    • Rahib Imamguluyev, Tural Suleymanli, Niyar Umarova
    Pages 133-139

  19. Fuzzy Approach for Evaluation of Student’s Performance

    • J. M. Babanli
    Pages 140-147

  20. The Man Who Changed the Scientific World: To the Centenary of the Birth of Lotfi Zadeh

    • Rafik A. Aliev, Valery B. Tarassov
    Pages 148-164
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  1. 14th International Conference on Theory and Application of Fuzzy Systems and Soft Computing – ICAFS-2020

Keywords

About this book

This book presents the proceedings of the 14th International Conference on Applications of Fuzzy Systems, Soft Computing, and Artificial Intelligence Tools, ICAFS-2020, held in Budva, Montenegro, on August 27–28, 2020. It includes contributions from diverse areas of fuzzy systems, soft computing, AI tools such as uncertain computation, decision making under imperfect information, deep learning and others. 


The topics of the papers include theory and application of soft computing, neuro-fuzzy technology, intelligent control, deep learning–machine learning, fuzzy logic in data analytics, evolutionary computing, fuzzy logic and artificial intelligence in engineering, social sciences, business, economics, material sciences and others.


Editors and Affiliations

  • Department of Control Systems, Azerbaijan State Oil and Industry University, Baku, Azerbaijan

    Rafik A. Aliev

  • Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

    Janusz Kacprzyk

  • Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada

    Witold Pedrycz

  • Department of Electrical and Computer Engineering, University of Texas at San Antonio, San Antonio, USA

    Mo Jamshidi

  • Azerbaijan State Oil and Industry University, Baku, Azerbaijan

    Mustafa Babanli

  • Department of Mechatronics, Near East University, Mersin, Turkey

    Fahreddin M. Sadikoglu

Bibliographic Information

  • Book Title: 14th International Conference on Theory and Application of Fuzzy Systems and Soft Computing – ICAFS-2020

  • Editors: Rafik A. Aliev, Janusz Kacprzyk, Witold Pedrycz, Mo Jamshidi, Mustafa Babanli, Fahreddin M. Sadikoglu

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-64058-3

  • 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 2021

  • Softcover ISBN: 978-3-030-64057-6Published: 05 January 2021

  • eBook ISBN: 978-3-030-64058-3Published: 04 January 2021

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXVII, 829

  • Number of Illustrations: 146 b/w illustrations, 89 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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