Intelligent and Fuzzy Systems: Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference, Volume 1 (Lecture Notes in Networks and Systems, 504)

Preface
Organization
	Program Committee Chairs
	Program Committee Members
Contents
Ordinary Fuzzy Sets
Fuzzy Static and Dynamic De Novo Type Approaches to Optimal System Design
	References
Non-additive Measures, Set Distances and Cost Functions on Sets: A Fréchet-Nikodym-Aronszajn Distance and Cost Function
	1 Introduction
	2 Preliminaries
		2.1 Fuzzy Measures
		2.2 Cost Functions and Distances
	3 Cost Functions for Sets
		3.1 Measure Metrics and Measure Cost
		3.2 Why Triangle Inequality for All?
	4 Conclusions and Future Work
	References
Ergonomics, Human Performance, and Fuzzy Logic
	1 Ergonomics and Human Performance
	2 Different Fuzzy Models in Ergonomics
	3 Conclusions
	References
Systematic Mapping Study of Fuzzy Risk Indicators for Pedestrians
	1 Introduction
	2 Research Methodology
		2.1 Mapping Questions
		2.2 Search Strategy
		2.3 Study Selection
		2.4 Data Extraction Strategy and Synthesis Method
	3 Results and Discussion
		3.1 MQ1: When was this research conducted and how has the frequency changed over Time?
		3.2 MQ2: Which Publication Channels are the Main Target for this Research Topic?
		3.3 MQ3: What Type of Research is Published?
		3.4 MQ4: What are the Applied Methods on the Selected Papers?
		3.5 MQ5 &MQ6: What’s the Level of Reliability and Validity of Those Methods? and Which Indicators Predict the Severity of Accidents?
	4 Conclusion
	References
Dealing with Nonmonotonic Criteria in Decision-Making Problems Using Fuzzy Normalization
	1 Introduction
	2 Preliminaries
		2.1 Fuzzy Logic
		2.2 Fuzzy Normalization
		2.3 TOPSIS
	3 Study Case
	4 Conclusions
	References
Feasibility Analysis of Automated Vertical Farming in Istanbul Using Fuzzy Logic
	1 Introduction
	2 Literature Review
	3 Methods and the Assumptions
	4 Result and Discussion
	5 Conclusion
	References
How Mining and Summarizing Information on Time Series Can Be Formed Using Fuzzy Modeling Methods
	1 Introduction
	2 Preliminaries
		2.1 Fuzzy Transform
		2.2 Fuzzy Natural Logic
	3 Time Series
	4 Mining Information from Time Series
		4.1 Evaluation of Local Trend in Natural Language
		4.2 Other Applications
	5 Conclusion
	References
Fuzzy-Chaotic Variant of the Multiverse Optimizer Algorithm in Benchmark Function Optimization
	1 Introduction
	2 Multi-verse Optimizer and Literature Review of Variants
	3 Chaos Theory and Fuzzy Logic Implementation
	4 Test and Results
	5 Conclusions
	References
Classification of Non-pharmaceutical Anti-COVID Interventions Based on Novel FTOPSIS-Sort Models
	1 Introduction
	2 FTOPSIS-Sort Models
		2.1 FTOPSIS Models
		2.2 The Family of Fuzzy Multicriteria Sorting Models FTOPSIS-Sort
	3 Sorting Anti-COVID Measures
		3.1 Description of the Case Study
	4 Conclusions
	References
A Hybrid Fuzzy Rule-Based Polyhedral Separation Approach: Medical Diagnosis Application
	1 Introduction
	2 Preliminaries
		2.1 Robust Linear Programming
		2.2 Polyhedral and h-Polyhedral Separation
		2.3 Dataset Details
	3 Proposed Model
	4 Experimental Analysis
		4.1 Performance Metrics
		4.2 Results and Discussion
	5 Conclusion and Future Work
	References
Fuzzy Pedestrian’s Risk Perception and Notification in Fuzzy Neighborhoods
	1 Introduction
	2 Notification in Fuzzy Neighborhood
	3 System and Application
		3.1 Receive Time Duration
		3.2 Pedestrian Reaction Time
	4 Conclusion
	References
The Approximate Method for Solving Second-Order Fuzzy Boundary Value Problems
	1 Introduction
	2 Preliminaries
	3 The Shooting Method for FBVP
	4 Runge-Kutta Cash-Karp Method in Fuzzy Setting
	5 Numerical Examples
	6 Conclusion
	References
Deployment of Software Agents and Application of Fuzzy Controller on the UWB Localization Based Mobile Robots
	1 Introduction
	2 Related Works
	3 Background
	4 System Implementation
		4.1 System Hardware
		4.2 System Software
	5 Fuzzy Controller and Software Agents
	6 Discussion
	7 Conclusion and Future Work
	References
Real-Time Distributed System for Pedestrian Assistance Using Fuzzy Logic: Application and Results
	1 Introduction
	2 Pedestrian Exposure Model
	3 Application and Results
	4 Conclusion
	References
Fuzzy Clustering Based Association Rule Mining: A Case Study on Ecommerce
	1 Introduction
	2 Methodology
		2.1 Association Rule Mining
		2.2 Fuzzy Clustering
	3 Real World Application
		3.1 Data Preparation
		3.2 Modelling
		3.3 Testing Models
	4 Conclusions
	References
A Novel Fuzzy Clustering-Based Task Allocation Method for Location and Routing of Multi Robots in the Response Phase of Disasters
	1 Motivational Background and Review
	2 The Proposed Probabilistic Clustering then Routing Strategy (P-FCM-ACO)
		2.1 The Fuzzy c-means (FCM) Clustering Algorithm
		2.2 Ant Colony Optimization (ACO) Algorithm
		2.3 Mathematical Model
	3 Simulation Study
		3.1 Clustering and Routing Phase
	4 Results
	5 Discussion and Recommendations
	References
The Method of Ranking Business Processes on Weaknesses Based on the Theory of Fuzzy Sets
	1 Introduction
	2 Description of the Method and Algorithm for Determining the Priority of Business Processes
	3 Business Process Prioritization Example
	4 Conclusıon
	References
Assessment of the Effectiveness of Marketing Activities of Commercial Enterprises Using the Theory of Fuzzy Sets
	1 Introduction
	2 Fuzzy Inference Model for Evaluating the Quality of Marketing Activities
	3 An Example of Evaluating the Quality of Marketing Activities
	4 Conclusıon
	References
Sparse Weighted Multi-view Possibilistic C-Means Clustering with L1 Regularization
	1 Introduction
	2 Related Works
	3 The Sparse Weighted Multiview Possibilistic C-Means with L1 Regularization (S-WMV-PCM-L1) Clustering Framework
	4 Experimental Comparisons and Results
	5 Conclusion
	References
Picture Fuzzy Simple Additive Weighting Method for Food Presentations Scoring of Gastronomy Students
	1 Introduction
	2 Picture Fuzzy Sets
	3 The Proposed Methodology Using Picture Fuzzy SAW
		3.1 Determination of the Picture Fuzzy Linguistic Scales
		3.2 Specifying the Importance of the Experts
		3.3 Specifying the Criteria and Determination of the Importance
		3.4 Evaluation of the Alternatives Under the Criteria
		3.5 Aggregation of the Experts’ Judgments Using PFWA Operator
		3.6 Calculation of the Picture Fuzzy SAW Values of the Alternatives
		3.7 Determination of the Scores of the Alternatives
	4 Application
	5 Conclusion
	References
A Proposed Methodology for Risk Classification Using Fuzzy Group Decision Making and Fuzzy C-Means
	1 Introduction
	2 Literature Review
	3 Method
		3.1 Group Decision Making
		3.2 Fuzzy C-Means
	4 Numerical Study
	5 Conclusion
	References
Prediction of the Annual Yield of Citrus Growth in the Guzelyurt District Using Fuzzy Inference Systems
	1 Introduction
	2 Methodology
		2.1 Data Gathering
		2.2 Fuzzy Logic Modelling
	3 Results and Discussions
	4 Conclusions
	References
Parallel Machine Scheduling with Fuzzy Processing Times and Sequence Dependent Setup Times: An Application in a Textile Company
	1 Introduction and Problem Definition
	2 Problem Formulation and Solution Methodology
		2.1 Fuzzy Processing and Sequence Dependent Set-Up Times
		2.2 Fuzzy MILP Formulation
		2.3 Randomized Search Algorithm
	3 Numerical Study
	4 Conclusion
	References
Integrated Warehouse Layout Planning with Fuzzy C-Means Clustering
	1 Introduction
		1.1 Literature Review
	2 Methodology
		2.1 Fuzzy C-Means (FCM) Clustering
	3 Numerical Study
	4 Discussion
	5 Conclusion
	References
Planning and Scheduling Scheme Based on Fuzzy Finite State Machine Model
	1 Introduction
	2 Planning and Scheduling Problem Formulation for Multi-mode Resource-Constrained Project Scheduling Problem (MRCPSP)
		2.1 Mathematical Programming Formulation of Multi-mode Scheduling Problem
		2.2 Exact and Heuristic Solution Procedures to Solving Multi-mode Resource-Constrained Project Scheduling Problem (MRCPSP) with Time Windows
	3 Planning with Fuzzy Finite State Machine Model
	4 Conclusion
	References
Electric Vehicle Selection by Using Fuzzy SMART
	1 Introduction
	2 Literature Review
	3 Proposed Methodology
	4 Sample Application
	5 Conclusion
	References
Fuzzy Periodic Patterns from Super-Market Datasets
	1 Introduction
	2 Related Works
	3 Terminology Used
		3.1 Fuzzy Set
		3.2 Convex Normal Fuzzy Set
		3.3 Fuzzy Number
		3.4 Fuzzy Interval
		3.5 Support and Core of a Fuzzy Set
		3.6 Set Superimposition
	4 Proposed Algorithm
	5 Experimental Setting and Results
	6 Proposed Applications
	7 Conclusions and Lines for Future Works
	References
A Supervised Approach to Community Detection Problem: How to Improve Louvain Algorithm by Considering Fuzzy Measures
	1 Introduction
	2 Preliminaries
	3 A Supervised Approach
	4 Evaluation and Benchmarking
	5 Conclusions
	References
Hierarchical Fuzzy Inference System for Diabetes Mellitus Prediction
	1 Introduction
	2 Literature Review
	3 The Proposed Model
		3.1 Data Collection
		3.2 Architecture of the Hierarchical Fuzzy Inference System
		3.3 Selection of Membership Functions
		3.4 Development of the IF-THEN Rule Statement
	4 Result and Discussion
		4.1 Performance Evaluation
	5 Conclusion
	References
Danger Level Ranking of Possible Dam Failures in Turkey by Grey Relational Analysis
	1 Introduction
	2 Methodology
	3 Applying GRA and Results
	4 Conclusion
	References
An Adaptive Fuzzy Assisted Fault Identification Observer for Bearing Using AE Signals
	1 Introduction
	2 Experimental AE Bearing Dataset
	3 Adaptive Fuzzy Assisted Fault Observer Algorithm
		3.1 Autoregressive Gaussian-Laguerre AE Signal Modeling
		3.2 Adaptive Fuzzy Assisted Fault Observer Approach
		3.3 Residual Signal Generation and Signal Classification
	4 Experimental Results
	5 Conclusions
	References
Using Fuzzy Set Based Model for Pharmaceutical Supply Chain Risks Assessment
	1 Introduction
	2 Methodology
		2.1 Pythagorean Fuzzy Sets
		2.2 Interval Valued Pythagorean Fuzzy AHP (IVPF-AHP) Method
		2.3 Interval Valued Pythagorean Fuzzy WASPAS (IVPF-WASPAS) Method
	3 Application
	4 Conclusions
	References
A New Fuzzy Based Risk Assessment Approach for the Analysis of Occupational Risks in Manufacturing Sector
	1 Introduction
	2 Methodology
		2.1 Matrix Risk Assessment Method
		2.2 Neutrosophic Set Theory
		2.3 Mamdani Fuzzy Inference System
	3 Application
		3.1 Definition of Parameters
		3.2 Obtaining Membership Degrees
		3.3 Calculation of Risk Magnitudes with Fuzzy Inferences System
	4 Conclusions
	References
Fuzzy Predictor of Daily Average Water Consumption Per Capita for Turkey
	1 Introduction
	2 Methodology
		2.1 Turkish Standards
		2.2 Fuzzy Logic
	3 Fuzzy Predictor on Water Consumption Pattern
	4 Comparative Results
	5 Conclusion
	References
Distributed No-Wait Flow Shop with Fuzzy Environment
	1 Introduction
	2 Parallel Kangaroo Algorithm
	3 Considered Problem and Solution
	4 Conclusions and Future Research
	References
Fuzzy Based Weighted, Arithmetic Optimization Algorithm (AOA) for Cash Management Optimization on Automatic Teller Machines (ATM)
	1 Introduction
	2 ATM Cash Management
	3 Literature View
	4 Method
		4.1 Fuzzy Logic
		4.2 Fuzzy AHP
		4.3 Arithmetic Optimization Algorithm (AOA)
	5 Study and Results and Discussion
	6 Conclusion and Future Works
	References
Site Selection of Grid-Connected Photovoltaic Power Plants with Fuzzy Hybrid Method
	1 Introduction
	2 Literature Review
	3 Factors in PV Site Selection
	4 Methods
		4.1 Fuzzy Set Theory
		4.2 Fuzzy AHP
		4.3 Fuzzy TOPSIS
	5 Numerical Application
	6 Conclusion
	References
Classification of Provinces in Turkey in Terms of Health Indicators with Fuzzy Clustering Analysis
	1 Introduction
	2 Literature Review
	3 Data and Methodology
		3.1 Data
		3.2 Methodology
	4 Results
	5 Conclusion
	Appendix
	References
The Facility Location Problem with Fuzzy Parameters
	1 Introduction
	2 The FLP Model and Fuzziness
	3 Literature Review
	4 Conclusions and Future Work
	References
Fuzzy Network Data Envelopment Analysis in the Evaluation of Project Success Across the Project Life Cycle
	1 Introduction
	2 Project Success and Project Life Cycle
	3 Network Data Envelopment Analysis - State-of-the-Art
	4 Fuzzy Network DEA Models for Project Evaluation
	5 Computational Example
	6 Conclusions
	References
Solving Matrix Games Involving the Level (glower, gupper) Interval Valued Pentagonal Fuzzy Payoffs: Signed Distance Ranking Approach
	1 Introduction
	2 Preliminaries
	3 Geometric Representation of IVPentFN
	4 Application of Proposed Method to Game Problems
	5 Conclusion
	References
A Literature Review on Supplier Selection Problem and Fuzzy Logic
	1 Introduction
	2 Multi-criteria Supplier Selection Problem
	3 Supplier Selection Criteria
	4 Fuzzy Logic
	5 Solution Methodologies for Supplier Selection Problem and Fuzzy Logic
	6 Conclusion
	References
Fuzzy C-Means Clustering of Ships Passing Through Turkish Straits
	1 Introduction
	2 Literature Review
	3 Data Examination
	4 Methodology
	5 Results and Discussion
	6 Conclusion
	References
Applying Fuzzy Decision Tree Method for Hypertension Classification in Adolescent
	1 Introduction
	2 Literature Review
	3 Materials and Method
	4 Discussion and Analysis
	5 Conclusion and Future Studies
	References
Action Selection Based on Fuzzy AHP-Based TOPSIS Method in Fuzzy FMEA-Based Risk Assessment: A Case Study
	1 Introduction
	2 Literature Review
	3 Methodology and Application
	4 Conclusion
	References
Forecasting Crop Yields Based on Fuzzy Analysis of the Dynamics of Remote Sensing Multispectral Data
	1 Introduction
	2 Problem Definition
	3 FTS: Main Stages of Predictive Modeling
	4 Models for Forecasting the NDVI FTS
	5 Conclusion
	References
Supplier Selection After Pandemic in SMEs Using Fuzzy Best Worst Method and Fuzzy WASPAS
	1 Introduction
	2 Supplier Selection and the Methodology
	3 Application
	4 Conclusion
	References
Fuzzy TODIM for ELICIT Information
	1 Introduction
	2 Background
		2.1 Linguistic Multi-criteria Group Decision-making
		2.2 2-Tuple Linguistic Model and ELICIT Information
	3 ELICIT-TODIM
	4 Case Study
	5 Conclusions
	References
A Novel MCDM Method Based on Possibility Mean and Its Application to Water Resource Management Problem Under Bipolar Fuzzy Environment
	1 Introduction
	2 Basic Preliminaries
	3 Possibility Mean of Bipolar Triangular Fuzzy Numbers
	4 Multi-criteria Decision Making Method Using Possibility Under GIFNs Environments
	5 Multi-criteria Decision Making of Water Resource Management in Purulia District
	6 Conclusion
	References
Fuzzy TOPSIS and Goal Programming Approaches to Multi Objective Facility Location Problem for Emergency Goods and Services Distribution and Bornova/Izmir Case Study
	1 Problem, Background and Literature Review
		1.1 Problem and Background
		1.2 Literature Review
	2 Methodology
		2.1 Goal Programming
		2.2 Fuzzy TOPSIS
	3 Implementation: Bornova/IZMIR Case Study
		3.1 Goal Programming
		3.2 Fuzzy TOPSIS
		3.3 Results
	4 Conclusion and Future Research Directions
	References
Determination of Competencies with Fuzzy Multi-criteria Decision Making Methods for Determining the Development Program for Analyst Position in a Participation Bank
	1 Introduction
		1.1 Literature View
		1.2 Fuzzy AHP
		1.3 Fuzzy EDAS
		1.4 NZN
	2 Case Study
		2.1 Weights of Competencies
		2.2 Evaluation of System Analysts
	3 Results
	4 Conclusion
	References
Z-Fuzzy Numbers
Using Fuzzy Z - Numbers When Processing Flexible Queries
	1 Introduction
	2 Basic Concepts and Definitions
	3 Problem Statement
	4 The Proposed Method of Converting Regular Fuzzy Number to Z-number
	5 A Numerical Example
	6 Conclusion
	References
Comparative Analysis of Expert Evaluation Criteria Under Z-Information
	1 Introduction
	2 Basic Concepts and Definitions
	3 Problem Formulation and Solution
	4 Conclusion
	References
Creation of a Group Expert Criterion for Evaluating the State of a Plant Species Under Z-Information
	1 Introduction
	2 Basic Concepts and Definitions
	3 Problem Formulation and Solution
	4 Conclusion
	References
Data Envelopment Analysis with Z-Numbers – An Application to Project Selection
	1 Introduction
	2 Biases in Project Management
	3 DEA Application to the Project Selection Problem
	4 Z-Numbers and Their Application to Decision Making
	5 Application to a Project Portfolio
	6 Conclusions
	References
Picture Fuzzy Sets
Risk Analysis of Digital Transformation with an Integrated Picture Fuzzy QFD and FMEA Methodology
	1 Introduction
	2 Literature Review on Fuzzy QFD and FMEA Methodologies
	3 Preliminaries: Picture Fuzzy Sets
	4 Picture Fuzzy QFD and FMEA Methodology
	5 Application: Digital Transformation Risk Analysis
	6 Conclusions
	References
ARAS Method in Picture Fuzzy Environment for the Selection of Catering Firm
	1 Introduction
	2 Literature Review
	3 Picture Fuzzy Sets
	4 Picture Fuzzy ARAS
	5 Application
	6 Conclusion
	References
Working Environment Selection After Pandemic Using Picture Fuzzy Sets
	1 Introduction
	2 Literature Review
	3 Methodology
	4 Working Environment Selection Using PFAHP
	5 Conclusion
	References
Cloud Service Provider Selection Using Interval-Valued Picture Fuzzy TOPSIS
	1 Introduction
		1.1 Literature Review on Cloud Service
	2 Interval-Valued Picture Fuzzy Sets (IVPFS)
	3 IVPF TOPSIS
	4 Application
	5 Conclusion
	References
Picture Fuzzy Benefit/Cost Analysis in Digital Transformation for an IT Firm
	1 Introduction
	2 Literature Review
	3 Picture Fuzzy Sets
	4 Picture Fuzzy Benefit/Cost Analysis
	5 Application
	6 Conclusion
	References
Intuitionistic Fuzzy Sets
On the Temporal Intuitionistic Fuzzy Sets
	1 Introduction
	2 Short Remarks over TIFSs
	3 Main Results
		3.1 Relations over TIFSs
		3.2 Operations over TIFSs
		3.3 Topological Operators over TIFSs
		3.4 Modal Operators over TIFSs
	4 Conclusion: Remarks for Future Research
	References
Intuitionistic Fuzzy Generalized Net Model of the Humanoid Service Robot Functionalities
	1 Introduction
	2 Materials and Methods
	3 The IFGN1-Model of Humanoid Service Robot Functionalities
	4 Conclusions
	References
The Initial Value Problem of Intuitionistic Fuzzy Differential Equations and the Economic Growth Models
	1 Introduction
	2 Preliminaries
		2.1 The Intuitionistic Fuzzy Numbers
		2.2 The Differentialble of Intuitionistic Fuzzy Functions in Ordered Semi-linear Space L*
	3 Main Results
		3.1 The Monoton Ess and Differentialble of Intuitionistic Fuzzy Functions in Ordered Semi-linear Space L*GS.
		3.2 The Initial Valued Problem for Intuitionistic Fuzzy Differential Equations
		3.3 The Economic Growth Models
	4 Conclusions
	References
Second Order Intuitionistic Fuzzy Time Series Forecasting Model via Crispification
	1 Introduction
	2 Literature Review
	3 Preliminaries
	4 Second Order Intuitionistic Fuzzy Time Series Forecasting Model
	5 Numerical Example
	6 Results and Discussion
	7 Conclusion
	References
Internally Stable Set in Intuitionistic Fuzzy Graph
	1 Introduction
	2 Preliminaries
	3 Internal Stability Set
	4 Internal Stability Set Calculation Method
	5 Example of Calculating an Internally Stable Set
	6 Findings and Future Scope
	References
Investigation of Employer Attractiveness from an University Students Perspective by Application of Intuitionistic Fuzzy Assessments
	1 Introduction
	2 Data Collection
	3 Intuitionistic Fuzzy Evaluations
	4 A Generalized Net Model
	5 Conclusion
	References
Digital Interpretation of Movie Sales Revenue Through Intuitionistic Fuzzy Analysis of Variance
	1 Introduction
	2 Literature Review
	3 Short Remarks on IMs and Intuitionistic Fuzzy Logic
		3.1 Intuitionistic Fuzzy Pairs
		3.2 Definition of Intuitionistic Fuzzy Index Matrix
	4 One-Way ANOVA to the Movie Sales of ``Heights\'\' and ``Avengers\'\'
	5 Intuitionistic Fuzzy Approach to One-Way ANOVA by ``Day of the Week\'\' Factor
	6 Conclusion
	References
Circular Intuitionistic Fuzzy Analytic Hierarchy Process for Remote Working Assessment in Covid-19
	1 Introduction
	2 Circular Intuitionistic Fuzzy Sets
	3 Circular Intuitionistic Fuzzy Analytic Hierarchy Process
	4 Case Study
	5 Conclusion
	References
Weighting ESG Criteria of Banks by Using Interval Valued Intuitionistic Fuzzy Best Worst Method
	1 Introduction
	2 Literature Review
	3 Interval Valued Intuitionistic Fuzzy Best Worst Method
		3.1 Interval Valued Intuitionistic Fuzzy Sets
	4 Interval Valued Intuitionistic Fuzzy Best Worst Method
	5 A Case Study: Weighting ESG Criteria for Banking Industry
	6 Conclusions
	References
Watson Crick Intuitionistic Fuzzy Automata
	1 Introduction
	2 Literature Review
	3 Preliminaries
	4 Watson Crick Intuitionistic Fuzzy Automata
	5 Application
	6 Conclusion and Future Scope
	References
Generalized Net Model of a Serial Composition of Services with Intuitionistic Fuzzy Estimations of Uncertainty
	1 Introduction
	2 Preliminaries
	3 Generalized Net Model of a Serial Composition of Services
	4 Conclusion
	References
Intuitionistic Fuzzy Estimations of Uncertainty of a Parallel Composition of Services
	1 Introduction
	2 Preliminaries
	3 Parallel Composition of Services
	4 Conclusion
	References
Intuitionistic Fuzzy Model for Franchisee Selection
	1 Introduction and Literature Review
	2 Remarks on IMs and Intuitionistic Fuzzy (IF) Logic
		2.1 Intuitionistic Fuzzy Pair (IFP)
		2.2 Three-Dimensional Intuitionistic Fuzzy Index Matrices (3-D IFIM)
	3 An Intuitionistic Fuzzy Index-Matrix Model for Selection of a Franchisee
	4 A Real Case Study of IFIMFr to a Patisserie
	5 Conclusion
	References
Software Selection for IT Industry Using Complex q-Rung Orthopair Fuzzy MCDM Model
	1 Introduction
	2 Preliminaries
		2.1 Set Operations on C-PyFSs
	3 Weighted Grey Similarity Measure of Cq-ROFS
	4 Complex Cq-ROF Aggregation Operators
	5 Application of the Software Selection for IT Industry
	6 Conclusion
	References
Internet of Things Fermatean Fuzzy CRITIC Testing Procedure for New Normal
	1 Introduction
	2 FF-CRITIC Method
	3 Prioritizing Internet of Things Criteria by FF-CRITIC Method
	4 Conclusion
	References
IoT Platform Selection Using Interval Valued Intuitionistic Fuzzy TOPSIS
	1 Introduction
	2 Literature Review and the IoT Platform Evaluation Criteria
	3 Interval Valued Intuitionistic Fuzzy TOPSIS
	4 Evaluation of IoT Platforms by Using Interval Valued Intuitionistic Fuzzy TOPSIS
	5 Conclusion and Further Suggestions
	References
A Hybrid Algorithm for Multilayer Perceptron Design with Intuitionistic Fuzzy Logic Using Malignant Melanoma Disease Data
	1 Introduction
	2 The ICA Approach
	3 Structure and Algorithm for Increasing the Learning Speed of the Multilayer Perceptron Neural Network
	4 Conclusion
	References
Generalized Net Model of Balanced Iterative Reducing and Clustering Using Hierarchies (Birch) with Intuitionistic Fuzzy Evaluations
	1 Introduction
	2 Generalized Net Model of Balanced Iterative Reducing and Clustering using Hierarchies (Birch) with Intuitionistic Fuzzy Evaluations
	3 Results of the BIRCH with IFE Implementation
	4 Conclusion
	References
Software Utility of One-Way Intuitionistic Fuzzy ANOVA
	1 Introduction
	2 Basic Definitions
	3 Application of ANOVA to the COVID-19 Cases in Europe
		3.1 Classical One-Way ANOVA
		3.2 Application of One-Way ANOVA Over COVID-19 Cases in Europe
	4 Intuitionistic Fuzzy One-Way ANOVA
	5 Conclusion
	References
Spherical Fuzzy Sets
Analyzing Critical Criteria of Spaceport Site Selection Based on Spherical Fuzzy AHP Method
	1 Introduction
	2 Preliminaries of Spherical Fuzzy Sets and Spherical Fuzzy AHP Method
	3 Application
	4 Conclusion
	References
Fuzzy Analytic Hierarchy Process Using Spherical Z-Numbers: Supplier Selection Application
	1 Introduction
	2 Spherical Fuzzy Sets
	3 Z-Numbers and Spherical Z-Numbers
	4 Spherical Fuzzy Z-AHP Method
		4.1 SF Z-AHP with Defuzzified Restriction and Reliability Functions
		4.2 SF Z-AHP with Aggregated and Defuzzified Reliability Function
		4.3 Complete SF Z-AHP
		4.4 SF Z-AHP with Aggregated Restriction and Reliability Functions
	5 Application
	6 Conclusion
	References
A Multi-attribute Decision Making Method for the Evaluation of Software Enterprise Based on T-Spherical Fuzzy Dombi Aggregation Information
	1 Introduction
	2 Preliminaries
	3 Dombi Operations on TSFSs
	4 DAOs for TSFSs
	5 Applications in Multi-attribute Decision Making
		5.1 Impact of qand Ron Ranking Results
	6 Comparative Study
	7 Conclusion
	References
A Decision Support System for Rheumatoid Arthritis (RA) Treatment Selection and Factor Prioritization by Using Spherical Fuzzy Sets
	1 Introduction
	2 Literature Review
	3 Methodology
	4 Application and Results
	5 Conclusion
	References
Neuro-Fuzzy Systems
Active Power Control of a Natural Gas/Fuel Oil Turbine Power Plant with Adaptive Neuro-Fuzzy Inference System-Based on Modern Controllers
	1 Introduction
	2 Materials and, Method
		2.1 Modeling of a Natural Gas/Fuel Oil Turbine Power Plant
		2.2 Control Methods
	3 Results and, Discussion
	4 Conclusion
	References
ANFIS-Based Determination of pH Level of Liquid Raw Materials with Image Processing
	1 Introduction
	2 Literature Survey
	3 Methodology
		3.1 Image Processing Part
		3.2 ANFIS Model Design
	4 Results and Discussion
		4.1 Discussion
		4.2 Further Studies
	References
Recurrent Neural Network Controller for Linear and Nonlinear Systems
	1 Introduction
	2 Recurrent Neural Network
		2.1 Backpropagation Algorithm
		2.2 Direct Model Non-adaptive RNN Controller
	3 Results
	4 Conclusion
	References
Prediction of the Spatiotemporal Dynamics of von Kármán Vortices by ANFIS
	1 Introduction
	2 Methodology
		2.1 Review of the Ginzburg-Landau Equation
		2.2 Review of the ANFIS
	3 Results and Discussion
	4 Conclusion
	References
Two-Stage Rail Defect Classification Based on Fuzzy Measure and Convolutional Neural Networks
	1 Introduction
	2 The Proposed Approach for Two-Step Detection of Rail Surface Defects
		2.1 Fuzzy Measure Based Defect Detection
		2.2 MobileNetv2 Based Classification of Defect Types
	3 Experimental Results
	4 Conclusions
	References
Optimal Gene Selection and Classification of Microarray Data Using Fuzzy Min-Max Neural Network with LASSO
	1 Introduction
	2 Background
	3 Methods and Implementation
		3.1 Feature Selection
		3.2 FMM Classifier
		3.3 Methodology
	4 Results
		4.1 Experimental Setup
		4.2 Dataset
		4.3 Result Analysis
	5 Conclusion and Future Work
	References
Interval Type-3 Fuzzy Aggregators for Ensembles of Neural Networks in Time Series Prediction
	1 Introduction
	2 Interval Type-3 Fuzzy Logic
	3 Proposed Method
	4 Simulation Results
	5 Conclusions
	References
Brain Signal Classification Using Self-tuning Assisted Fuzzy Structure Uncertain Indirect Observer
	1 Introduction
	2 Self-tuning Assisted Fuzzy Structure Uncertain Indirect Observer
	3 Experimental Results
	4 Conclusion
	References
Estimating Return Rate of Blockchain Financial Product by ANFIS-PSO Method
	1 Introduction and Literature Review
	2 Methodology
		2.1 Data Collection
		2.2 Adaptive Neuro-Fuzzy Inference System (ANFIS)
		2.3 Particle Swarm Optimization (PSO)
		2.4 Performance Indicators
	3 Results
	4 Conclusion
	References
Intelligence
Intelligent Fuzzy Clinical Decision Support System to Predict the Coimbra Breast Cancer Dataset
	1 Introduction
		1.1 Literature Review of the Topic
	2 Material, Methods
		2.1 Identifying the Dataset
		2.2 Data Preparation (Crisp Inputs)
		2.3 Reviewing Existing Models
		2.4 Evaluating the Optimal Number of Clusters
		2.5 Setting Several Clusters According to the Previous Evaluation
		2.6 Random Permutations
		2.7 Cluster Analysis
		2.8 Sampling Datasets
		2.9 Pivot Tables
		2.10 Elaborating the Inference Engine for the Decision Support System Centered on Fuzzy Set Theory
		2.11 Evaluating the Fuzzy System Performance
	3 Results and Discussion
	4 Conclusions
	References
Evaluation of Artificial Intelligence Applications in Aviation Maintenance, Repair and Overhaul Industry via MCDM Methods
	1 Introduction
	2 Literature Review
	3 Deciding on the Most Appropriate MRO Process for AI Technology
	4 Deciding on the Most Appropriate AI Tool for Predictive and Preventive Maintenance
	5 Results
	References
Rethinking Customer Analytics: The Impact of Artificial Intelligence
	1 Introduction
	2 Analytics and the Relationship with AI
	3 AI-Embedded Customer Intelligence Capabilities: Evidence from Real Life Cases
		3.1 AI and Big Customer Data
		3.2 AI and Customer Analytics
		3.3 Risk and Value
	4 Revisiting the Framework: Cases from a Taxonomical Angle
	5 Conclusion
	References
Mixing Population-Based Metaheuristics: An Approach Based on a Distributed-Queue for the Optimal Design of Fuzzy Controllers
	1 Introduction
	2 Literature Review
	3 Proposed Method
		3.1 Control Problem
		3.2 Implementation
	4 Experiments and Results
		4.1 Setup
		4.2 Results
	5 Conclusions and Future Work
	References
Fuzzy Subsets Theory-Based Imprecision Modeling Using Ontology and Applied to Risk Estimation in Project Intelligent Management
	1 Introduction
		1.1 Project Intelligent Management and Risk Assessment
		1.2 State of Art
	2 Choice of the Risk Management Ontology
		2.1 Project Management and Intelligent Risk Estimate
		2.2 Our Solution Description
		2.3 Company Database Description
	3 Conclusion and Perspectives
	References
Personalized Literature Selection System Based on the Nearest Neighbor Algorithm
	1 Introduction
		1.1 Recommendation Systems
		1.2 Nearest Neighbour Algorithm
	2 Approach to the Problem
	3 Creation of the System
		3.1 Data Processing
	4 Analysis of the Results
		4.1 Exemplary Results
	5 Conclusions
	References
A Meta-heuristic Approach to the Single Machine Scheduling Problem with Periodic Maintenance
	1 Introduction
	2 Literature Review
	3 Artificial Bee Colony (ABC) Algorithm
	4 Illustrated Example
	5 Computational Results
	6 Conclusion and Future Research
	References
The Intelligent System for Interactive Analysis and Forecasting of Graph Data
	1 Introduction
	2 Libraries for Machine Vision
	3 Forecasting Algorithms
	4 Development of a Mobile Graph Analysis System
	5 Experimental Results
	6 Conclusions
	References
Classification of Concrete Surface Damage Using Artificial Intelligence Technology
	1 Introduction
	2 Literature Review
	3 Method
		3.1 Support Vector Machine
		3.2 Random Forest
		3.3 Image Processing
	4 Results
	5 Conclusion
	References
Extraction of Delay Parameters of Fluid Flows by Genetic Algorithm
	1 Introduction
	2 Methodology
		2.1 Stokes Second Problem with Constant Time Delay
	3 Results and Discussion
		3.1 Extraction of Delay Parameters of Stokes Second Problem by Genetic Algorithm
		3.2 Extraction of Delay Parameters of Unsteady Poiseuille Flow by Genetic Algorithm
	References
Optimal Control and Dynamic Stability of Power Injection Based on Fuzzy Intelligent Controller
	1 Introduction
	2 Modeling of Power Injection with an Intelligent Controller
	3 Simulation Results
	4 Conclusion
	References
Optimization of Moving Averages as Trend Indicators of a Stock Market Asset with Particle Swarm Optimization Algorithm
	1 Introduction
	2 Literature Review
	3 Background
		3.1 Moving Averages
		3.2 Particle Swarm Optimization
	4 Proposed Approach
	5 Study Cases and Experimental Results
		5.1 Metrics Used
		5.2 Experiments Performed
		5.3 Analysis of the Results
	6 Conclusions and Future Work
	References
Intelligent Valid Inequalities for No-Wait Permutation Flowshop Scheduling Problems
	1 Introduction and Problem Definition
	2 Mathematical Model
	3 Valid Inequalities
	4 Computational Experiment
	5 Conclusion
	References
An Intelligent Smartphone-Based ADAS
	1 Introduction
	2 Approach and Methodology
	3 Detection of Driving Context
	4 Fission and Actions for Driving Situations
	5 Fuzzy Logic-Based Driving Assistance System
	6 Use Case Simulation and Validation
	7 Conclusion
	References
Selectivity: The Essence of Natural and Artificial Intelligence
	1 Introduction
	2 Anthropological Viewpoints on Intelligence
	3 The Gap Between AI Theories and Anthropological Views on Intelligence
	4 The Gap Between AI Theories and Philosophical Views on Intelligence
	5 Convergence on Extraction and Formalization of Intelligence
		5.1 AI Should not Wholly Emulate Human Minds
		5.2 AI Can Essentially and Functionally Realize Anthropomorphic and Philosophical “Intelligence” to Help Unifying the Triplet
	6 Conclusion
	References
An Intelligent Understanding of the Post-COVID-19 Uncertainty: Provided Guidelines and Strategies for Resilient Supply Chain Networks
	1 Introduction and Literature Background
	2 Methodology
	3 Evaluation, Results, and Discussion
	4 Conclusion
	References
Intelligent Supply Chains Through Implementation of Digital Twins
	1 Introduction
	2 Evolution of DT
		2.1 Enabling Technologies
	3 Implementation Areas of DT
	4 DT in Supply Chain Management
	5 Conclusion
	References
Evaluation of Control and Management System Performance for the Complex Objects Under Uncertainty
	1 Introduction
	2 Control System Analysis
	3 Application of Fuzzy Temporal Graphs for Solving Production Problems
	4 Numerical Example
	5 Conclusion
	References
A Price Sensitivity Based Intelligent Pricing System for Global E-commerce
	1 Introduction
	2 A Brief Literature on Pricing
	3 Application
		3.1 Modelling Price Elasticity
		3.2 Establishment of Mathematical Model
	4 Conclusion
	References
Intelligent Approach Based on Group Method of Data Handling to Predict Economic Growth Through Entrepreneurship and Innovativeness with Time Series
	1 Introduction
	2 Literature Review
	3 Group Method of Data Handling (GMDH)
	4 Applications and Results
	5 Conclusion
	References
Intelligent Word Embedding Methods to Support Project Proposal Grouping for Project Selection
	1 Introduction
	2 Related Works
	3 Methodology
		3.1 TF-IDF (Term Frequency Inverse Document Frequency)
		3.2 FastText
		3.3 BERT (Bidirectional Encoder Representation from Transformers)
	4 Empirical Analysis
		4.1 Empirical Results
	5 Discussion and Conclusions
	References
Comparative Study of the Firefly Algorithm and the Whale Algorithm
	1 Introduction
		1.1 Swarm Intelligence
	2 Firefly Algorithm
	3 Whale Algorithm (WOA)
	4 Optimizing the Operation of the Wireless Sensor Network
	5 Analysis of the Obtained Results
	6 Conclusions
	References
A Novel Multiswarm Firefly Algorithm: An Application for Plant Classification
	1 Introduction
	2 Proposed Methodology
		2.1 Devised Firefly Approach
		2.2 Image Classification Framework
	3 Research Findings, Comparative Analysis and Discussion
	4 Conclusion
	References
Author Index