Intelligent and Fuzzy Systems: Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference, Volume 2 (Lecture Notes in Networks and Systems, 759)

Preface
Organization
Contents
Artificial Intelligence
Monitoring Sleep-Related Breathing Disorders with Optical Flow
	1 Introduction
	2 Existing Methods and the Proposed Solution
	3 Optical Flow Implementation in Overnight Monitoring
	4 Practical Results
	5 Conclusions and Future Work
	References
The Present and Future Role of Artificial Intelligence in the Promotion of Sustainable Practices in the Construction Sector
	1 Introduction
		1.1 Artificial Intelligence Required for Smart Construction
		1.2 Is There Any Need to Use Advanced Technologies Like AI in the Construction Sector in Order to Promote Sustainable Practices?
		1.3 Objectives
	2 Literature Review
	3 Research Gaps
	4 Methodology
	5 Result and Discussion
	6 Advantages and Challenges of Applying AI
	7 Conclusion
	References
Honeywell Experion Hive as Breakthrough Approach in Control Systems Evolution
	1 Introduction
	2 Experion HIVE
	3 Conclusion
	References
Pathfinding with Dynamic Obstacles
	1 Introduction
	2 Related Works
	3 Proposed Algorithm
	4 Data Analysis and Results
	5 Conclusions
	References
Industry 4.0 Applications
Application of Digital Twin Intelligent Technology for Live Process Control System of Industrial Facility
	1 Introduction
	2 Methods and Results
	3 Conclusion
	References
Level of Automation Assessment for Controlled-Environment Hydroponic Agriculture via Fuzzy MCDM Method
	1 Introduction
	2 Evaluation Criteria
	3 Fuzzy Extended TODIM
	4 Application
	5 Conclusion
	References
Navigating the Ethics of the Metaverse: A Fuzzy Logic Approach to Decision-Making
	1 Introduction
		1.1 Importance of Addressing Ethical Challenges in the Metaverse
	2 Overview of the Fuzzy Logic Approach to Decision-Making
	3 Ethical Challenges in the Metaverse
		3.1 Privacy and Security
		3.2 Social and Cultural Implications
		3.3 Legal and Regulatory Challenges
	4 Fuzzy Logic and Its Relevance to Decision-Making in the Metaverse
		4.1 Examples of How Fuzzy Logic Can Be Applied to Ethical Challenges in the Metaverse
	5 Advantages of Fuzzy Logic for Decision-Making in the Metaverse
		5.1 Implications for Companies and Regulators
	6 Conclusion
	References
Intelligent Health Applications
Investigation the Activity of Medical Institutions for hospital care in Bulgaria with the InterCriteria Analysis Method
	1 Introduction
	2 Presentation of the ICA Approach
	3 Application of the ICA and Discussion
		3.1 Application of the ICA Method for Analysis of the Medical Facilities According Bed Fund in Bulgaria
		3.2 Application of the ICA Method for Analysis of the Medical Facilities Dependences According Bed Fund and Patient Status in Burgas Region
		3.3 Application of the ICA Method for Analysis of Passed Patients in UMBAL Burgas
	4 Conclusion
	References
On an Intelligent Hybrid Intuitionistic Fuzzy Method for Breast Cancer Classification
	1 Introduction
	2 Application of the ICA Method
	3 Application of the Deep Learning Neural Network
	4 Conclusion
	References
Assessment of Cancer Detection from CT Scan Images Using Hybrid Supervised Learning Methods
	1 Introduction
	2 Literature Survey
		2.1 Problem Formulation
		2.2 Research Gap
	3 Research Methodology
	4 Discussion
	5 Conclusion
	6 Future Scope
	References
Unlocking Insights into Mental Health and Productivity in the Tech Industry Through KDD and Data Visualization
	1 Introduction
	2 Literature Review
		2.1 Workplace Mental Disorders (WMD)
		2.2 Mental Health Disorders and Artificial Intelligence Methods
	3 Methodology and Application
		3.1 Methodology
		3.2 Application
	4 Conclusion
	References
Prioritization of User Strategies for mHealthcare App Selection
	1 Introduction
	2 Literature Review
	3 Developed Methodology
	4 Application
		4.1 Numerical Results
		4.2 Discussions and Comparisons
	5 Conclusion
	References
Fuzzy Numbers and Analysis of Radiological Images
	1 Introduction
	2 The Definition of Fuzzy Number
	3 Methods
	4 Conclusion
	References
Analyzing and Responding to Google Maps Reviews with a Chatbot in Healthcare
	1 Introduction
	2 Literature Review
	3 Methodology
	4 Results and Discussion
	5 Conclusion and Future Research
	References
A Novel Decision-Making Framework Based on Interval-Valued Pythagorean Fuzzy AHP and CODAS: An Application to Healthcare Supplier Selection
	1 Introduction
	2 Preliminaries
	3 Proposed IVPF AHP and CODAS Methodology
	4 Implementation
		4.1 Problem Solution
		4.2 Sensitivity Analysis
	5 Conclusion
	References
Machine Learning
Socio-Economic Development Index Estimation for Small Area Urban Neighbourhoods: A Machine Learning Approach
	1 Introduction
	2 Literature Review
	3 Conceptual Model
	4 Methodology
	5 Conclusion
	References
Classification of Land Cover Based on Deep Learning Technique and High-Resolution UAV Images
	1 Introduction
	2 Research Method
		2.1 Convolutional Neural Network
		2.2 Hyperparameters of CNN
		2.3 UAV Images
	3 Results
	4 Conclusion
	References
Store Segmentation Using Machine Learning Methods: An Organized Supermarket Chain Case
	1 Introduction
	2 Literature Review
	3 Methodology
	4 Data Preparation and Pre-processing
	5 Conceptual Model
	6 Empirical Findings
		6.1 Profilling Segments
		6.2 Sustainability of the Segments
	7 Conclusion
	References
Demand Forecasting in Pharmaceutical Industry Under Covid-19 Pandemic Conditions by Machine Learning and Time Series Analysis
	1 Introduction
	2 Methodology
		2.1 Business Understanding and Feature Selection
		2.2 Data Understanding and Collection
		2.3 Data Pre-Processing
		2.4 Forecasting Model/Method Applications
		2.5 Forecast Accuracy Assessment
	3 Application Results and Discussion
		3.1 XGBoost
		3.2 Discussion
	4 Conclusion and Recommendations
	References
Earthquake Predictions Using Machine Learning and Acoustic Emissions
	1 Introduction
	2 Literature Review
	3 Methodology
	4 Conclusions
	References
Machine Learning Prediction of Wind Turbine Energy Production
	1 Introduction
	2 Literature Review
	3 Implementation
		3.1 Building a Model for Forecasting Wind Turbine Energy Production
		3.2 Procedure of the Machine Learning Algorithms
		3.3 Prediction of Wind Turbine Energy Production with Multiple Linear Regression Model
		3.4 Estimation of the Energy Produced by a Wind Turbine Using a Decision Tree Algorithm
		3.5 Estimation of the Energy Produced by a Wind Turbine Using a Random Forest Algorithm
		3.6 Prediction of the Energy Produced by a Wind Turbine Using an Artificial Neural Network Algorithm
	4 Conclusion
	References
Application of a Fuzzy Based Machine Learning Approach to the Detection of Harmful Algae in Water Monitoring
	1 Introduction
	2 Related Work
	3 Methodology
		3.1 Data Generation and Feature Extraction
		3.2 Structure of the Classification Model
	4 Results
	5 Conclusion
	References
Flight Gate Assignment Problem with Reinforcement Learning
	1 Introduction and Background
	2 Flight Gate Assignment Problem Formulated as an RL-Problem
		2.1 Problem Formulation
		2.2 Reward Recalculation and Step-Wise Reward Function
	3 Q-Learning Algorithm-Training
		3.1 Application of the Algorithm
	4 Q-Learning Algorithm-Test Part
		4.1 Application of Algorithm
	5 Conclusion
	References
Clustering AirBnB Listings in Istanbul Using Unsupervised Machine Learning Techniques
	1 Introduction
	2 Literature Review
	3 Methodology
		3.1 K-Means
		3.2 Fuzzy C-Means
		3.3 Silhouette Index
		3.4 Dunn Index
	4 Data
	5 An Application and Findings
		5.1 K-Means and Fuzzy C-Means Model Building and Comparison
		5.2 Further Analysis and Clustering with the Selected Method
	6 Conclusion and Discussion
	References
Social Media Tri-Domain Analysis for Detection of Potential/Likely Malicious Users
	1 Introduction
	2 Literature Review
		2.1 Rumor Detection
		2.2 Propagandist Detection
	3 Proposed Framework
		3.1 Data Transformation
		3.2 Feature Extraction
	4 Implementation and Results
		4.1 Practical Implementation
		4.2 Results
	5 Conclusion
	References
3-D Face Reconstruction Method Using Deep Learning Based Simulated Annealing
	1 Introduction
	2 Related Work
		2.1 R-Net Architecture
		2.2 C-Net Architecture
	3 Datasets and Pre-processing
		3.1 Datasets
		3.2 Pre-processing
	4 SAR-Net Models
	5 Experiments
	6 Conclusion
	References
Intelligent Unsupervised Defect Detection of Rail Surface via Generative Adversarial Networks
	1 Introduction
	2 Unsupervised Defect Detection Based on Generative Adversarial Networks
		2.1 Multiscale Retinex Algorithm for Image Enhancement
		2.2 Rail Extraction Algorithm
		2.3 Defect Detection of Rail Surface Using Generative Adversarial Networks
	3 Experimental Results
	4 Conclusions
	References
Intelligent Classification of Defective Rails Through GAN and Ensemble Predictive Model
	1 Introduction
	2 Defect Classification Based on Generative Adversarial Networks and Ensemble Method
	3 Experimental Results
	4 Conclusions
	References
A Case of Customer Segmentation in the Saving and Finance Industry
	1 Introduction
	2 Literature Review
	3 Dataset
	4 Method
	5 Conclusion
	References
Intelligent Network Monitoring System Using an ISP Central Points of Presence
	1 Introduction
	2 Related Works
	3 System Architecture
	4 Model
	5 Implementation Details
	6 Results
	7 Conclusion
	References
Estimating the Success Likelihood of Variant Price Promotion Schemes: A Machine Learning Approach
	1 Introduction
	2 Literature Review
	3 Conceptual Model
		3.1 Overview
		3.2 Data Collection and Preprocessing
		3.3 Data Collection and Preprocessing
		3.4 Formation of Classifier Target Value
		3.5 Feature Extraction
	4 Method and Empirical Findings
		4.1 Methodology
		4.2 Model Evaluation and Validation
	5 Conclusions
	References
Classifying the Success of Transfers Made by Turkish Super-League Teams Using Advanced Machine Learning Techniques
	1 Introduction
	2 Literature Review
	3 Methodology
	4 Data
	5 Findings
	6 Conclusion
	References
Workforce Prediction with Machine Learning Algorithms for an FMCG Retailer
	1 Introduction
	2 Literature Review
	3 Methodology
	4 Conclusion
	References
Using LSTM as Intelligent Machine Learning Method to Forecast the Annual Average Relative Humidity: A Case Study for Konya, Turkiye
	1 Introduction
	2 Materials and Methods
		2.1 Long Short-term Memory (LSTM)
		2.2 Data Preparation and Model
	3 Experimental Results
	4 Discussion and Conclusion
	References
Multi-criteria Decision Making
Assessment of Sustainable Energy Resources with Hesitant Fuzzy Linguistic AHP-MULTIMOORA Methods
	1 Introduction
	2 Research Methodology
	3 Case Study
	4 Conclusion
	References
The ELECTRE Method for Hesitant Fuzzy Multi-Attribute Decision-Making in Emergency Evacuation
	1 Introduction and Literature Review
	2 Methodology
	3 Case Study
	4 Conclusion and Future Study
	References
An Integrated Fuzzy Decision-Making Approach to Emergency Evacuation Based on HF ELECTRE
	1 Introduction
	2 A Proposed Integrated Method of Emergency Decision-Making Based on HF ELECTRE for Finding the Maximum Number of Aggrieved
		2.1 Ranking the Shelters for Evacuation Based on HF ELECTREE
		2.2 Emergency Evacuation Based on the Maximum Dynamic Flow Finding
	3 Case Study
	4 Conclusion
	References
Evaluation of MENA Countries in Views of SDG6 Targets Using a Hybrid MCDM Approach
	1 Introduction
	2 Preliminaries and the Proposed Approach
	3 Evaluation of MENA Countries using Proposed Model
	4 Conclusion
	References
Application of Fuzzy AHP Method for Selection of Equipment for Concrete Works
	1 Introduction
	2 Methodology
		2.1 AHP Method
		2.2 Fuzzy AHP Method
	3 Case Study
	4 Conclusions
	References
Comparison of E-Commerce Sites with Pythagorean Fuzzy AHP and TOPSIS Methods
	1 Introduction
	2 Methodology
	3 Case Study
	4 Conclusion
	References
An Application for Evaluating Proficiency and Expert Knowledge Criteria of Information Technologies (IT) Workers with Using Fuzzy Analytic Hierarchy Process
	1 Introduction
	2 Evaluating Proficiency and Expert Knowledge Criteria of Information Technologies (IT)
	3 Literature View
	4 Method
		4.1 Fuzzy Logic
		4.2 Fuzzy AHP
	5 Study and Results
	6 Conclusion and Future Works
	References
Classification of Fuzzy MCDM Literature Applied to Humanitarian Logistics Problems
	1 Introduction
	2 Literature
	3 Methodology and Analysis
		3.1 Methodology
		3.2 Analysis and Results
	4 Conclusion
	References s
Circular Intuitionistic Fuzzy PROMETHEE Methodology: A Case of Smart Cities Evaluation
	1 Introduction
	2 Circular Intuitionistic Fuzzy Set
	3 Circular Intuitionistic Fuzzy PROMETHEE
	4 Application
	5 Conclusion
	References
An International Hub Airport Selection Problem Using Fuzzy Analytic Hierarchy Process (F-AHP): Real Case Study in Turkey
	1 Introduction
	2 Literature Review
	3 Fuzzy Analytical Hierarchy Process
	4 Comparative Case Study
	5 Computational Results
	6 Conclusion
	References
A Novel Continuous Intuitionistic Fuzzy CODAS Method and Its Application to IOT Service Provider Selection for Sustainable Supply Chain
	1 Introduction
	2 Continuous Intuitionistic Fuzzy CODAS
		2.1 Preliminaries of Continuous Intuitionistic Fuzzy Sets
		2.2 Proposed Method: CINFU-CODAS
	3 Application
		3.1 Problem Definition
		3.2 Problem Solution
		3.3 Comparative Analysis
	4 Conclusion
	References
An Initial Research on Comparison of Fuzzy AHP and Classical AHP Methods
	1 Introduction
	2 Literature Review
	3 Methodology
	4 Application and Results
	5 Conclusions
	References
Sustainable Future Technology Evaluation with Digital Transformation Perspective in Air Cargo Industry Using IF ANP Method
	1 Introduction
	2 Sustainability, Digital Transformation and Air Cargo
	3 Proposed Method
		3.1 Intuitionistic Fuzzy Sets
		3.2 Computational Steps of the IF ANP Method
	4 Case Study
	5 Conclusion and Perspective
	References
Multi-criteria Performance Evaluation Framework for Humanitarian Relief Organizations Using Spherical Fuzzy-TOPSIS
	1 Introduction
	2 Literature Review
		2.1 Proposed Model
		2.2 MCDM Approaches Based on Spherical Fuzzy Sets
	3 Methodology
		3.1 Application
	4 Conclusion
	References
Signal Recognition Using Weighted Additive Convolution of Evaluation Criteria
	1 Introduction
	2 Criteria for Assessing the Proximity of Signals
	3 Analysis of Recognition Results
	4 Conclusion
	References
An Application of the Fuzzy TODIM Method for Evaluating Closed-Loop Supply Chain’s Reproduction Process in E-Waste
	1 Introduction
	2 Literature Review
	3 Methodology
	4 Application
		4.1 Criteria Definition
		4.2 Reproduction Processes in WEEE
		4.3 Computational Results
	5 Conclusion
	References
A Proposed Method for Aircraft Selection Using Inter-valued Spherical Fuzzy AHP
	1 Introduction
	2 Literature Review
	3 Methodology
		3.1 Inter-valued Spherical Fuzzy Sets (IVSFSs)
		3.2 Spherical Fuzzy AHP (SFAHP)
	4 Numerical Analysis
	5 Result
	6 Conclusion
	References
An Application with Fuzzy AHP for Making the Assignment Aimed at the Holistic Benefit Over the Person Evaluation as Required by the Requirements and Evaluations of Individuals
	1 Introduction
	2 Literature Review
		2.1 Fuzzy AHP
	3 Case Study
		3.1 Application of Fuzzy AHP
		3.2 Assignments
	4 Results
	References
An Application for Selecting and Evaluating Organization Based KPIs with Fuzzy MCDM in a Large-Scale Organization Operating in the IT Sector
	1 Introduction
	2 Literature Review
		2.1 Fuzzy AHP
		2.2 Neutrosophic Z Number Sets
	3 Case Study
	4 Results and Discussion
	References
Fuzzy Cognitive Maps
Analysis of the Factors Behind the Value of an Agency for an Airline
	1 Introduction
	2 Fuzzy Cognitive Mapping
	3 Application
	4 Conclusion
	References
Procurement Performance Metric Selection Using SCOR Modelling and Scenario-Based Fuzzy Cognitive Map
	1 Introduction
	2 SCOR Metrics
	3 Methodology
		3.1 Establishing FCM Structure
		3.2 Simulating FCMs and Obtaining the Final Weights
	4 Case Study
	5 Conclusion
	References
Joint Application of the FCM and Structural Shift Detection Algorithms in Monitoring
	1 Introduction
	2 Problem Statement. Methods and Algorithms
		2.1 Methods of Processing and Generating Signals About the State Of the External Environment
		2.2 Methods of Processing and Generating Signals About Changes in Object Properties
		2.3 Control Unit
	3 Description of the Experiment
	4 Conclusions
	References
Evaluating the Impact of Risk Component in Supply Chain Management Using Intuitionistic Fuzzy Cognitive Map
	1 Introduction
	2 Literature Review
	3 Methodology and Application
	4 Results
	5 Conclusion
	References
Neural Networks
Enhancing E-Commerce Query Expansion Using Generative Adversarial Networks (GANs)
	1 Introduction
	2 Related Studies and Timeline
	3 GAN Model Design
	4 System Architecture
		4.1 mQE-CGAN Framework
	5 Experiments
		5.1 Datasets
		5.2 Generator Evaluation Metrics
	6 Results
	7 Conclusion
	References
MEConvNN-Designing Memory Efficient Convolution Neural Network for Visual Recognition of Aerial Emergency Situations
	1 Introduction
	2 Literature Review
	3 Methodology
	4 Experiment and Result Analysis
		4.1 Dataset Description
		4.2 Training Methodology
		4.3 Evaluation Criterion
		4.4 Results
	5 Conclusion and Future Work
	References
Multiple Neural Networks for Clustering and Prediction of the Particulate Matter (PM2.5): A Case Study of Beijing
	1 Introduction
	2 Problem Description
	3 Proposed method
	4 Experimental Results
	5 Discussion of Results
	6 Conclusions
	References
Overcoming the Challenges of Uncertainty in Forecasting Economic Time Series Through Convolutional Neural Networks and Other Intelligent Approaches
	1 Introduction
	2 The Literature Review
	3 The Proposed Methodology of CNNs
	4 Innovative Components of the WaveNet-Based Model
	5 Used Data
	6 Proposed Solution
	7 Experimental Results and Discussion
	8 Conclusion
	References
Statistics
InterCriteria Analysis as an Intelligent Tool for Intuitionistic Fuzzy Decision Making: Case Study of Statistics for Science, Technology and Information Society of Turkish Statistical Institute
	1 Introduction to InterCriteria Analysis (ICA) and Literature Review
	2 InterCriteria Analysis Applied to the Datasets for Science, Technology and Information Society in Turkey
	3 Conclusion
	References
Generating High-Quality Prediction Intervals for Regression Tasks via Fuzzy C-Means Clustering-Based Conformal Prediction
	1 Introduction
	2 Inductive Conformal Regression via FCM
		2.1 Brief Overview on FCM
		2.2 Preliminaries on ICPR
		2.3 FCM-Based ICPR: Fuzzified Nonconformity Measures
	3 Results and Discussions
	4 Conclusion and Future Work
	References
Robust Parameter Estimation with Orthogonal Regression Using Interval Constraint Satisfaction Technique
	1 Introduction
	2 Outliers and Robust Estimators
	3 Interval Constraint Satisfaction Technique
	4 Proposed Method
	5 Conclusion and Discussion
	References
Two-Way ANOVA for Fuzzy Observations and an Implication
	1 Introduction
	2 Preliminaries
	3 Two-Way Fuzzy Analysis of Variance (FANOVA)
	4 Implication and Results
	5 Conclusion
	References
An Application of Fuzzy ANOVA on Field of Agricultural Machinery
	1 Introduction
	2 Literature Review
	3 One Way Analysis of Variance for Non-symmetric Triangular Fuzzy Observations
	4 Results of FANOVA on Design of the Agricultural Machinery for Grainy Products
	5 Conclusions
	References
Applications
New Product Development Methodology with Using Sustainability Driven QFD and Neutrosophic Sets: A Case Study of the Aircraft Stabilizer
	1 Introduction
	2 Literature Review
	3 Single Valued Neutrosophic Sets
	4 NPD Methodology with Using Sustainability Driven QFD and Neutrosophic Sets
	5 A Case Study of the Aircraft Stabilizer
	6 Conclusion
	References
Design of 2 DOF Fuzzy Control System for Fuel Cell Systems
	1 Introduction
	2 Proposed 2DOF Fuzzy Control Structure
		2.1 Problem Description
		2.2 Data Driven Design of FM-Based RG and FFC
	3 Comparative Results and Analysis
	4 Conclusion and Future Work
	References
An Application of Cooperative Game Theory in Oil Refining Sites: Case Study of Dora Refinery in Iraq
	1 Introduction
	2 Preliminaries
	3 The Optimization Problem for Modeling the Conflict Among Petroleum Producers in Oil Refineries
	4 Case Study
	5 Results and Discussion
	References
Formation of the Academic Index of a University Teacher Based on Weighted Evaluation Criteria
	1 Introduction
	2 Criteria for the Quality of Teachers’ Activities
	3 Problem Definition
	4 Identification of Weights of Evaluation Criteria Based on Expert Decisions
	5 Conclusion
	References
Classification of XTEKS Companies During COVID-19 Pandemic using Fuzzy-Analytic Hierarchy Process and Fuzzy-C-Means
	1 Introduction
	2 Literature Review
	3 Method
	4 Numerical Study
		4.1 Stage 1 -Calculation of Financial Ratios
		4.2 Stage 2 -Application of FAHP
		4.3 Stage 3 -Application of FCM
	5 Results and Conclusion
	References
An Intelligent System for Determination of Stop – Loss and Take – Profit Limits: A Dynamic Decision Learning Approach
	1 Introduction
	2 Related Works
	3 Application
		3.1 Take – Profit and Stop Lose Method (TP & SL)
		3.2 Sharpe Ratio
	4 Discussions and Concluding Remarks
	References
A Real-Time Assessment Method Based on the Detection of Human Facial Emotions
	1 Introduction
	2 Literature Survey
		2.1 Problem Formulation
		2.2 Discrepancies
	3 Research Methodology
	4 Discussion
	5 Conclusion
	6 Future Scope of Work
	References
Data Driven Positioning Analysis of Music Streaming Platforms
	1 Introduction
	2 Methodology
	3 Application
	4 Conclusion
	References
Application of Extrapolation Methods for Predicting Traffic Flows Using Elements of Fuzzy Logic
	1 Introduction
	2 Transport Demand and Correspondence Matrix
	3 Classic Approaches to the Formation of the Correspondence Matrix
		3.1 The Method of the Single Coefficient of Transport Demand Growth
		3.2 Method of Average Growth Coefficients
		3.3 Detroit Method
		3.4 Fratar Method
		3.5 Fuzzy Approaches to the Formation of the Correspondence Matrix
	4 Conclusion
	References
Geoinformation Model for Smart Grid Sustainability Management
	1 Introduction
	2 Problem Statement
	3 Literature Review
	4 Representing Precedents of Spatial Situations
	5 Transferring a Precedent
	6 Application
	7 Conclusion
	References
Intelligent Benders’ Decomposition Algorithm for Sequencing Multi-model Assembly Line with Sequence Dependent Setup Times Problem: A Case Study in a Garment Industry
	1 Introduction
	2 Literature Review
	3 Mathematical Modeling
	4 Data Generation and Solution Methodologies
		4.1 Data Generation
	5 Computational Results
	6 Conclusions and Future Works
	References
Electroencephalograms Processing Methods for Research of Verbal Intelligence
	1 Introduction
	2 Estimation of the EEG Frequencies Based on Windowed Fourier Transform
	3 Estimation of the EEG Frequencies Based on Wavelet Transform
	4 Conclusion
	References
Site Selection of Solar Powered Electric Vehicle Smart Charging Station: Istanbul Case
	1 Introduction
	2 Materials, Method, and Application
		2.1 WEDBA
		2.2 Application
	3 Results
	4 Conclusion
	References
Evaluation of Interior Spaces in Educational Areas in Terms of Prospect and Refuge Theory Using Fuzzy Logic
	1 Introduction
	2 Prospect and Refuge Theory
	3 Methodology
		3.1 Inputs Selected in Fuzzy Logic Model
		3.2 Outputs Selected in Fuzzy Logic Model
	4 Conclusion
	References
Design of a Fuzzy Linear Quadratic Regulator for the Speed Control of SPMSM
	1 Introduction
	2 LQR Design for Real-World SPMSM
	3 Design and Tuning of F-LQR
	4 Experimental Test Results and Discussion
		4.1 Reference Tracking Performance
		4.2 Disturbance Rejection Performance
	5 Conclusion and Future Work
	References
Intelligent Flight Scheduling for Transit Passengers by Introducing New Flights in Hub-and-Spoke Network
	1 Introduction
	2 Literature Review
	3 Mathematical Models
		3.1 Basic Mathematical Model
		3.2 Basic Mathematical Model with New Flights
	4 Computational Experiment
	5 Conclusion
	References
Epic Poetry Summarization and Visualization by Using Sentiment Analysis, Topic Modeling and DALL-E
	1 Introduction
	2 Literature Review
		2.1 Sentiment Analysis
		2.2 Summarization by Topic Modeling
		2.3 DALL-E
	3 Methodology
		3.1 Sentiment Analysis
		3.2 Latent Dirichlet Allocation
		3.3 LexRank
		3.4 DALL-E
	4 Data
	5 Findings
	6 Conclusion
	References
A Fuzzy System for Forecasting Mild Cognitive Impairment
	1 Introduction
	2 Literature Review
	3 Material and Methods
		3.1 Material and Methods
		3.2 Subjects
	4 Results and Discussion
		4.1 Correlation Analysis of MCI Forecasting System
		4.2 Effectiveness Analysis of Fuzzy Prediction
	5 Conclusion
	References
Fuzzy Multi-criteria Sorting Models FMAVT-Sort and FTOPSIS-Sort: Features and Application Within the Case Studies*-8pt
	1 Introduction
	2 Fuzzy Multi-criteria Sorting Models
		2.1 FMAVT and FTOPSIS Models
		2.2 Fuzzy Multi-criteria Sorting Models FMAVT-Sort and FTOPSIS-Sort
	3 The Case Studies
		3.1 Sorting Internet of Things Platforms
		3.2 Sorting Anti-COVID Non-pharmaceutical Interventions/Measures
	4 Conclusions
	References
Hybrid Fuzzy Approach for Bus Type Selection: IETT Case Study
	1 Introduction
	2 Literature Review
	3 Methodology
		3.1 Criteria Definition
		3.2 Model Design
		3.3 Proposed Methodology
	4 Application and Findings
	5 Conclusion and Discussion
	References
Fuzzy Logic Control for Color-Tunable Lighting Systems
	1 Introduction
		1.1 Fuzzy Logic as a Potential Solution
	2 Fuzzy Logic Control Basics
	3 Color-Tunable Lighting System Design
		3.1 Color Temperature and CRI
	4 Fuzzy Logic Control Implementation
		4.1 Membership Function Selection
	5 Performance Evaluation
	6 Conclusion
	References
Performance Evaluation of Higher Education Institutions Employing Analytical Techniques
	1 Introduction
	2 Data Envelopment Analysis
	3 Case Study
	4 Conclusions
	References
Generalized Net Model of Quality of Service Estimation of Overall Telecommunication System Including a Security Stage
	1 Introduction
	2 Preliminaries
		2.1 Base Virtual Service Devices
		2.2 Parameter\'s Names
		2.3 Conceptual Model of an Overall Telecommunication System Including a Security Stage
		2.4 QoS Indicators on Overall Network and System Level
	3 Generalized Net Model
	4 Conclusion
	References
A New Method of Smart City Modeling Using Big Data Techniques
	1 Introduction
	2 Related Works
	3 Methodology
	4 Results
	5 Discussion and Conclusion
	References
High-Tech Means and Implements of Crime: Challenging the Security of Sustainable Urban Development
	1 Introduction
	2 Research and Results
	3 Discussion
		3.1 3D Printers
		3.2 Unmanned Aerial Vehicle (UAV)
	4 Conclusions
	References
Author Index