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11th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions and Artificial Intelligence - ICSCCW-2021

  • Conference proceedings
  • © 2022

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. System 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, North Cyprus, Turkey

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  • Presents recent research on the theory and application of soft computing, computing with words and perceptions
  • Features articles from the 11th International Conference
  • Written by respected experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 362)

Included in the following conference series:

Conference proceedings info: ICSCCW 2021.

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About this book

This book presents the proceedings of the 11th Conference on Theory and Applications of Soft Computing, Computing with Words and Perceptions and Artificial Intelligence, ICSCCW-2021, held in Antalya, Turkey, on August 23–24, 2021. The general scope of the book covers uncertain computation, decision making under imperfect information, neuro-fuzzy approaches, natural language processing, and other areas. The topics of the papers include theory and application of soft computing, computing with words, image processing with soft computing, intelligent control, machine learning, fuzzy logic in data mining, soft computing in business, economics, engineering, material sciences, biomedical engineering, and health care.

This book is a useful guide for academics, practitioners, and graduates in fields of soft computing and computing with words. It allows for increasing of interest in development and applying of these paradigms in various real-life fields.

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Table of contents (102 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Multistage Decision Making in Bimodal Information Environment

    • R. A. Aliev
    Pages 1-1

  3. Interactive Solution of Difficult Choice and Decision Making Problems: Effective and Efficient but not Always Easy

    • Janusz Kacprzyk
    Pages 2-2

  4. About Valery Borisovich TARASOV (16.02.1955–22.07.2021)

    • R. A. Aliev, Alexey Averkin
    Pages 3-5

  5. Designing and Evaluating Interpretable Rule-Based Architecture Under Privacy Constraints: A Framework of Granular Computing

    • Witold Pedrycz
    Pages 6-6

  6. Fuzzy Classification-Based Alloy Selection from a Large Dataset

    • M. B. Babanli
    Pages 7-13

  7. Consistent Z-preferences Formulation in Decision Analysis

    • Rafig R. Aliyev
    Pages 14-18

  8. New High Step-Up DC-DC Converter in PV System: Performance and Analysis

    • Senol Bektas, Farzad Mohammadzadeh Shahir, Ebrahim Babaei
    Pages 19-27

  9. Investigation of the Quality of Fuzzy IF-THEN Model for a Control System

    • Nigar E. Adilova
    Pages 28-33

  10. Circular Intuitionistic Fuzzy Sets in Multi Criteria Decision Making

    • Esra Çakır, Mehmet Ali Taş, Ziya Ulukan
    Pages 34-42

  11. Z+ - Number Based Alternatives Selection in Investment Problem

    • Shamil A. Ahmadov
    Pages 43-50

  12. Fuzzy Interval-Valued Temporal Automated Planning and Scheduling Problem

    • Janusz Kacprzyk, Margarita Knyazeva, Alexander Bozhenyuk
    Pages 51-58

  13. Z-numbers Based Preference of Expert Opinions on Social Capital

    • G. Imanov, M. Murtuzaeva, A. Aliyev
    Pages 59-66

  14. Quality Metrics of LSB Image Steganography Technique for Color Space HSI

    • Yucel Inan
    Pages 67-74

  15. Z-Set Based Inference Using ALI-2 Implication for Control System Design

    • Latafat A. Gardashova
    Pages 75-84

  16. Z-Numbers-Based Approach to Hotel Service Quality Assessment

    • Aziz Nuriyev, Ahmet Bahadir Baysal
    Pages 85-94

  17. Predicting Stock Prices Using Random Forest and Logistic Regression Algorithms

    • Aysel Aliyeva
    Pages 95-101

  18. Explainable Artificial Intelligence: Rules Extraction from Neural Networks

    • Alexey Averkin, Sergey Yarushev
    Pages 102-109

  19. Application of Emotional Neural Network in Modeling Evaporation

    • Fahreddin Sadikoglu, Vahid Nourani, Nardin Jabbarian Paknezhad, Soheil Emamalipour
    Pages 110-115

  20. Malaria Detection Using Convolutional Neural Network

    • Khaled Almezhghwi
    Pages 116-123
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Other volumes

  1. 11th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions and Artificial Intelligence - ICSCCW-2021

Editors and Affiliations

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

    Rafik A. Aliev

  • System 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, North Cyprus, Turkey

    Fahreddin M. Sadikoglu

Bibliographic Information

  • Book Title: 11th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions and Artificial Intelligence - ICSCCW-2021

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

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-030-92127-9

  • 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: 978-3-030-92126-2Published: 05 January 2022

  • eBook ISBN: 978-3-030-92127-9Published: 04 January 2022

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XVII, 785

  • Number of Illustrations: 88 b/w illustrations, 167 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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