Intelligent and Fuzzy Techniques: Smart and Innovative Solutions

Name: Intelligent and Fuzzy Techniques: Smart and Innovative Solutions | Proceedings of the INFUS 2020 Conference, Istanbul, Turkey, July 21-23, 2020
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Proceedings of the INFUS 2020 Conference, Istanbul, Turkey, July 21-23, 2020

Cengiz Kahraman Sezi Cevik Onar Basar Oztaysi Irem Ucal Sari Selcuk Cebi A. Cagri Tolga(Editor)

Springer (Publisher)

Published on 10. July 2020

XXIII, 1705 pages

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Content

Intro
Preface
Contents
Invited Speakers' Papers
Fuzzy Meets Privacy: A Short Overview
1 Introduction
2 Data Protection Methods Based on Fuzzy Techniques
3 Information Loss Measures Based on Fuzzy Techniques
4 Disclosure Risk Measures Based on Aggregation Functions: WM, OWA and the Choquet Integral
5 Conclusion and Future Work
References
Intelligent Planning of Spatial Analysis Process Based on Contexts
Abstract
1 Introduction
2 Review of Related Publications
3 Management of Analysis Process
4 Conceptual Model of Knowledge
5 Optimal Number of Contexts
6 Conclusion
Acknowledgments
References
The Method of Finding the Base Set of Intuitionistic Fuzzy Graph
Abstract
1 Introduction
2 Basic Concepts and Definitions of Intuitionistic Fuzzy Graphs
3 Base Set of Intuitionistic Fuzzy Graph
4 The Method for Finding Base Set
5 Conclusion
Acknowledgments
References
Intuitionistic Fuzzy Assessments of the Abdominal Aorta and Its Branches
Abstract
1 Introduction
2 Proposed Assessment Model
2.1 Intuitionistic Fuzzy Estimations
2.2 Intuitionistic Fuzzy Threshold Values
3 Conclusion
Acknowledgment
References
Mathematical Philosophy and Fuzzy Logic
Abstract
1 Mathematical Philosophy and Mathematics in General
2 Probability and Fuzzy Logic in Industrial Engineering
3 Conclusion
References
Clustering
Segmentation of Retail Consumers with Soft Clustering Approach
1 Introduction
2 Methodology
3 Results
4 Managerial Implications
5 Conclusion and Limitations
References
Segmentation Analysis of Companies' Natural Gas Consumption by Soft Clustering
1 Introduction
2 Fuzzy C-Means Clustering
3 Case Study
4 Conclusions and Future Directions
References
Comparison of Fuzzy C-Means and K-Means Clustering Performance: An Application on Household Budget Survey Data
Abstract
1 Introduction
2 Methods
3 Results
3.1 Descriptive Statistics
3.2 Distribution Analysis
3.3 Normality Tests
3.4 Classification Results
4 Conclusions and Future Work
References
A Hybrid Approach for Clustering and Selecting of Cloud Services Based on User Preferences Evaluation
Abstract
1 Introduction
2 Related Work
3 Proposed Approach
3.1 Cloud Architecture
3.2 Selection Layer Functionality
4 Case Study
5 Conclusion
References
Basket Patterns in Turkey: A Clustering of FMCG Baskets Using Consumer Panel Data
Abstract
1 Introduction
2 Literature Review
3 Methodology
4 Data
5 Model Building and Comparison
6 Findings
7 Conclusion and Discussion
Acknowledgement
References
Journey Segmentation of Turkish Tobacco Users Using Sequence Clustering Techniques
Abstract
1 Introduction
2 Literature Review
3 Methodology
4 Data
5 Model Building and Comparison
6 Findings
7 Conclusion and Discussion
Acknowledgement
References
A Survey on Spherical Fuzzy Sets and Clustering the Literature
Abstract
1 Introduction
2 Review Methodology and Results
3 Conclusion
References
Picture Fuzzy Sets and Spherical Fuzzy Sets
Picture Fuzzy Linear Assignment Method and Its Application to Selection of Pest House Location
Abstract
1 Introduction
2 Picture Fuzzy Sets: Preliminaries
3 Picture Fuzzy Linear Assignment Method
4 An Application to Pest House Location Selection
5 Conclusion
References
Simple Additive Weighting and Weighted Product Methods Using Picture Fuzzy Sets
Abstract
1 Introduction
2 Definitions of Picture Fuzzy Sets
3 The Proposed Methods
3.1 Simple Additive Weighting Method Using Picture Fuzzy Sets
3.2 Simple Weighted Product Method Using Picture Fuzzy Sets
4 An Application
5 Conclusions
References
Evaluating Sustainable Vehicle Technologies for Freight Transportation Using Spherical Fuzzy AHP and TOPSIS
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 Preliminaries on Spherical Fuzzy Sets (SFSs)
3.2 Integrated Spherical Fuzzy AHP-TOPSIS Methodology
4 Implementation and Empirical Results
5 Conclusion and Future Research
Acknowledgments
References
Evaluating Strategic Entry Decisions Using Spherical Fuzzy Sets
Abstract
1 Introduction
2 Spherical Fuzzy Sets and Spherical Fuzzy Maximin Regret Approach
3 Evaluation of a Foreign Direct Investment with a Spherical Fuzzy Maximin Regret Approach
4 Conclusion
References
Spherical Fuzzy Cost/Benefit Analysis of Wind Energy Investments
Abstract
1 Introduction
2 Spherical Fuzzy Sets
3 Spherical Fuzzy Cost Benefit Analysis
4 Application
5 Conclusion and Further Suggestions
References
A Fuzzy Pricing Model for Mobile Advertisements by Using Spherical Fuzzy AHP Scoring
Abstract
1 Introduction
2 Literature Review
3 Spherical Fuzzy AHP Scoring
4 Application
5 Conclusions
References
A Framework for Selection of the Best Food Waste Management Alternative by a Spherical Fuzzy AHP Based Approach
Abstract
1 Introduction
2 Food Waste Management Treatments
2.1 Composting
2.2 Anaerobic Digestion
2.3 Landfilling
2.4 Incineration
3 Criteria Set of Decision Model
4 Research Methodology
5 Selection Procedure
6 Conclusion
References
Using Spherical Fuzzy AHP Based Approach for Prioritization of Criteria Affecting Sustainable Supplier Selection
Abstract
1 Introduction
2 Literature Review
3 Determination of the Criteria
3.1 Economic Criteria (C1)
3.2 Quality Criteria (C2)
3.3 Social Criteria (C3)
3.4 Environmental Criteria (C4)
4 Spherical Fuzzy Analytic Hierarchy Process (SFAHP)
5 Prioritization of the Criteria
6 Conclusion
References
Estimation and Prediction
Estimating Shopping Center Visitor Numbers Based on Various Environmental Indicators
Abstract
1 Introduction
2 Background
3 Case Study
3.1 Data Sources
3.2 Data Models for Predictive Analysis
3.3 Data Models Evaluation
4 Discussion
5 Conclusion and Future Research
References
Predicting Customers' Next-to-Be Purchased Products
Abstract
1 Introduction
2 Methodology
2.1 Data Preprocessing
2.2 Predictive Features
3 Conclusion
References
Estimating Breathing Levels of Asthma Patients with Artificial Intelligence Methods
Abstract
1 Introduction
2 Method
2.1 Adaptive Neural Network Based Fuzzy Inference System (ANFIS)
2.2 Min-Max Normalization
2.3 Dataset Preparation
2.4 ANFIS Prediction Model
2.5 Artificial Neural Networks (ANN)
3 Results and Discussion
4 Conclusion
References
The Problem of Selection with the Fuzzy Axiomatic Design of MEMS Based Sensors in Industry 4.0 Predictive Maintenance Process
Abstract
1 Introduction
2 Material and Method
2.1 Predictive Maintenance
3 MEMS - Micro Electro Mechanical Systems
4 Axiomatic Design
4.1 Introduction to Axiomatic Design Methodology
4.2 Axiomatic Design Method with Fuzzy Numbers
5 Application of Fuzzy Axiomatic Design on the MEMS
6 Conclusion and Future Work
References
Fuzzy Based Noise Removal, Age Group and Gender Prediction with CNN
Abstract
1 Introduction
2 Face Recognition
3 Method
3.1 Fuzzy Logic
3.2 Convolutional Neural Network (CNN)
3.3 Tensor Flow - Keras
4 Study and Results and Discussion
5 Conclusion and Future Works
References
Click Prediction in Digital Advertisements: A Fuzzy Approach to Model Selection
Abstract
1 Introduction
2 Literature Review
3 Proposed Methodology and Modelling
4 Conclusion and Future Work
References
Neural Fuzzy Inference Hybrid System with Support Vector Machine for Identification of False Singling in Stock Market Prediction for Profit Estimation
Abstract
1 Introduction
2 Machine Learning Methods
3 Methodology
4 Experiments
5 Conclusion
References
Estimation of Potential Locations of Trade Objects on the Basis of Fuzzy Set Theory
Abstract
1 Introduction
2 The Method of Solving the Problem of Multi-criteria Decision-Making on the Location of Commercial Facilities on the Basis of the Application of Fuzzy Set Theory
3 Conclusion
References
Surface Roughness Prediction Using ANFIS and Validation with Advanced Regression Algorithms
Abstract
1 Introduction
2 Application Phase
2.1 Training Data
2.2 Adaptive Neuro Fuzzy Inference System (ANFIS)
2.3 Multiple Regression Analysis Using Python
3 Results and Discussion
4 Conclusion
Predicting Likelihood to Purchase of Users for E-commerce
Abstract
1 Introduction
1.1 Predictive Ad-Audiences with Likelihood to Purchase
1.2 Challenges in the Ecommerce and Solution
2 Related Work and Approach
2.1 Predictive Ad-Audiences
2.2 Data Flow and System Architecture
2.3 Approach and Results
3 Summary and Future Work
Hesitant Fuzzy Sets
Webpage Design Based on Generation Differences Using Hesitant Fuzzy Sets
Abstract
1 Introduction
2 Literature Review
2.1 Factors
2.2 Generations
3 Research Model and Methodology
3.1 Research Model and Sample Data
3.2 Methodology
4 Results
4.1 Scenarios
5 Conclusion
References
A Hesitant Fuzzy Linguistic Group Decision Making Model for Energy Storage Unit Selection
Abstract
1 Introduction
2 Literature Review
3 Proposed Methodology
4 Application of the Proposed Methodology
5 Conclusion
Acknowledgements
References
Solar Energy Power Plant Investment Selection with Unbalanced Hesitant Fuzzy Linguistic MULTIMOORA Method Based Score-HeDLiSF
Abstract
1 Introduction
2 Unbalanced HFL-MULTIMOORA Method
3 SEPPIS with Unbalanced HFL-MULTIMOORA Method
4 Conclusion
References
Application of Linear Programming Model in Multiple Criteria Decision Making Under the Framework of Interval-Valued Hesitant Fuzzy Sets
1 Introduction
2 Fundamentals
3 MCDM Model Based on LP Methodology and the Extended TOPSIS Under the Framework of IVHFSs
4 Explanatory Example
5 Comparative Analysis and Concluding Remarks
References
Neutrosophic Sets
Evaluation of the Fourth Party Logistics Provider Under Neutrosophic Environment
Abstract
1 Introduction
2 The Steps of the Proposed Method
3 Application
4 Conclusion
References
A* Algorithm Under Single-Valued Neutrosophic Fuzzy Environment
Abstract
1 Introduction
2 Single-Valued Neutrosophic Fuzzy Sets
3 Proposed Model
4 Application
5 Conclusion
References
Bipolar Neutrosophic Fuzzy Dijkstra Algorithm and Its Application
Abstract
1 Introduction
2 Bipolar Neutrosophic Fuzzy Sets
3 Proposed Model
4 Application
5 Conclusions
References
Physician Selection with a Neutrosophic Multi-criteria Decision Making Method
Abstract
1 Introduction
2 Neutrosophic Sets
3 Neutrosophic AHP
4 Application
5 Conclusion
References
Intuitionistic Fuzzy Sets
An Intuitionist Fuzzy Method for Discovering Organizational Structures that Support Digital Transformation
Abstract
1 Introduction
2 Related Works
2.1 Organizational Reengineering Using Structural Analyses
2.2 Digital Transformation
3 Organizational Structures Discovery by an Intuitionist Fuzzy Method
3.1 Preliminaries
3.2 Intuitionistic Fuzzy Degree Centrality
3.3 The Process of Calculating Collaboration Intuitionistic Matrices
4 Conclusion
References
Modeling Humanoid Robots Mimics Using Intuitionistic Fuzzy Sets
Abstract
1 Introduction
2 Intuitionistic Fuzzy Sets
3 Face Mimics of HRs Using IFS
4 Conclusions
References
Understanding the Blockchain Technology Adoption from Procurement Professionals' Perspective - An Analysis of the Technology Acceptance Model Using Intuitionistic Fuzzy Cognitive Maps
Abstract
1 Introduction
2 Blockchain Concept
3 Literature Survey
4 Methodology
4.1 TAM
4.2 Theoretical Extension of TAM (TAM2)
4.3 Cognitive Mapping
5 Case Study
6 Conclusion
References
Distance and Similarity Measures of Generalized Intuitionistic Fuzzy Soft Set and Its Applications in Decision Support System
1 Introduction
2 Preliminaries
3 Distance and Similarity Measures
3.1 Application in Decision Making and Pattern Recognition
4 Conclusion
References
Intuitionistic Fuzzy Analysis of Variance of Movie Ticket Sales
1 Introduction
2 Basic Definitions on IMs and Intuitionistic Fuzzy Logic
3 Application of ANOVA to the Sales of ``Coziness''
3.1 Classical One-Way ANOVA
3.2 Application of ANOVA to the Sales Revenue of ``Coziness''
4 Intuitionistic Fuzzy One-Way ANOVA
5 Conclusion
References
Interval Valued Intuitionistic Fuzzy Gaussian Membership Function: A Novel Extension
Abstract
1 Introduction
2 Literature Review
3 Research Statement and Objectives
4 Preliminaries
4.1 Bhattacharya Distance Between Two Distributions
5 Interval-Valued Intuitionistic Gaussian Membership Functions
6 Example: Similarities in Two Individuals Using Genetic Brain Profiling and IVIFS-GMF
7 Materials, Method and Result
8 Conclusion and Future Direction
Acknowledgements
References
An Integrated IVIF-DEMATEL and IVIF-TOPSIS Methodology for Hotel Information System Selection
Abstract
1 Introduction
2 The Proposed Methodology
3 Application of the Proposed Methodology
4 Conclusions
References
Decision Making Using New Distances of Intuitionistic Fuzzy Sets and Study Their Application in the Universities
1 Introduction
2 Definitions and Notations
3 New Class of Intuitionistic Fuzzy Sets
4 Applications on Intuitionistic Fuzzy Sets
5 Conclusion
References
Some New Ordered Semi-linear Spaces of Intuitionistic Fuzzy Processes and the Pair of Closely Related States
1 Introduction
1.1 Approach and Objective
1.2 Outline
2 Preliminaries
3 Main Results
3.1 The New Ordered Semi-linear Spaces of Monotone and Continuity of the Fuzzy Functions
3.2 The Differential Calculus of the Geometric Intuitionistic Fuzzy Functions
3.3 The Initial Valued Problem for Intuitionistic Fuzzy Differential Equations
4 Discussion on Application Directions for the Pair of Closely Related Variable States of the Processes
4.1 Application to the Oriental Philosophy Models
4.2 Application to the Economic Competitiveness
5 Conclusions
References
Pythagorean Fuzzy Sets and Q-Rung Orthopair Fuzzy Sets
Emergency Decision Making Problem of Power Cut in Turkey Using Pythagorean Fuzzy Thermodynamic Approach with Prospect Theory
Abstract
1 Introduction
2 Pythagorean Fuzzy Sets
3 Pythagorean Fuzzy Thermodynamic with Prospect Theory
4 Application for Energy Cut in Turkey
5 Conclusions
References
Multi-criteria Cloud Computing Service Provider Selection Employing Pythagorean Fuzzy AHP and VIKOR
Abstract
1 Introduction
2 Preliminaries on Pythagorean Fuzzy Sets (PFSs)
3 Proposed Pythagorean Fuzzy AHP and VIKOR Methodology
4 Application
5 Conclusion
References
Extension of Classical Analytic Hierarchy Process Using q-Rung Orthopair Fuzzy Sets and Its Application to Disaster Logistics Location Center Selection
Abstract
1 Introduction
2 Preliminaries
3 Extension of AHP with Q-Rung Orthopair Fuzzy Sets
4 Application to Disaster Logistics Location Center Selection
4.1 Problem Definition
4.2 Solution Process
5 Comparison with Chang Fuzzy AHP
6 Conclusion
References
Interval Valued q-Rung Orthopair Fuzzy Prioritized Dual Muirhead Mean Operator and Their Application in Group Decision Making
1 Introduction
2 Basic Concepts
2.1 Interval q-Rung Orthopair Fuzzy Set
2.2 Prioritized Aggregation
2.3 Dual Muirhead Mean Operator
3 Prioritized Dual Muirhead Mean Operator
4 Practical Example
5 Conclusions
References
Fuzzy Capital Budgeting Using Fermatean Fuzzy Sets
Abstract
1 Introduction
2 Literature Review
3 Fermatean Fuzzy Sets
3.1 Arithmetic Operations
3.2 Ranking of Fermatean Fuzzy Sets
4 Fermatean Fuzzy Net Present Worth
5 An Illustration
6 Conclusion
References
Interval Valued q-Rung Orthopair Fuzzy EDAS Method and Its Application to Supplier Selection
Abstract
1 Introduction
2 Preliminaries
3 Interval Valued q-Rung Orthopair Fuzzy Weighted Power Mean Aggregation Operator
4 The Extended EDAS Method for IVq-ROFSs
5 A Case Study of Supplier Selection
6 Discussion and Conclusion
References
Hamacher Aggregation Operators Based on Interval-Valued q-Rung Orthopair Fuzzy Sets and Their Applications to Decision Making Problems
Abstract
1 Introduction
2 Preliminaries and Basic Concepts
2.1 Interval Valued q-Rung Orthopair Fuzzy Sets (IVq-ROFSs)
3 Hamacher Operations of Interval Valued q-Rung Orthopair Fuzzy Sets
4 Interval Valued q-Rung Orthopair Fuzzy Sets Hamacher Aggregation Operators
4.1 Interval Valued q-Rung Orthopair Fuzzy Sets Hamacher Weighted Arithmetic Mean {{\bf (IVq - }}{\varvec HWAM}_{{{\varvec H}_{{\varvec \gamma}} }} {{\bf )}}
4.2 Interval Valued q-Rung Orthopair Fuzzy Sets Hamacher Weighted Geometric Mean ({{\bf IVq}} - {\varvec HWGM}_{{{\varvec H}_{{\varvec \gamma}} }} )
5 An Illustrative Example
6 Conclusion
References
Similarity Measures of q-Rung Orthopair Fuzzy Sets Based on Square Root Cosine Similarity Function
Abstract
1 Introduction
2 Preliminaries and Basic Concepts
2.1 Intuitionistic Fuzzy Set (IFS)
2.2 Pythagorean Fuzzy Set (PFS)
2.3 q-Rung Orthopair Fuzzy Sets (Q-ROFSs)
2.4 Cosine Similarity Function
2.5 Square Root Cosine Similarity and Hellinger Distance
3 Some Similarity Measures Based on the Square Root Cosine Similarity Function for q-Rung Orthopair Fuzzy Sets
4 Numerical Example
5 Conclusion
References
The Dice (Sorensen) Similarity Measures for Optimal Selection with q-Rung Orthopair Fuzzy Information
Abstract
1 Introduction
2 Mathematical Preliminaries
2.1 q-Rung Orthopair Fuzzy Sets (q-ROFSs)
2.2 Dice (Sorensen) Similarity Measure
3 Expected Dice (Sorensen) Similarity Measures for q-Rung Orthopair Fuzzy Sets (q-ROFSs)
3.1 Dice (Sorensen) Similarity Measure for q-Rung Orthopair Fuzzy Sets Without Hesitancy Degree
3.2 Dice (Sorensen) Similarity Measure for q-Rung Orthopair Fuzzy Sets Considering Hesitancy Degree
3.3 Weighted Dice (Sorensen) Similarity Measure for q-Rung Orthopair Fuzzy Sets Without Considering Hesitancy Degree
3.4 Weighted Dice (Sorensen) Similarity Measure for q-Rung Orthopair Fuzzy Sets Considering Hesitancy Degree
3.5 Generalized Dice (Sorensen) Similarity Measure for q-Rung Orthopair Fuzzy Sets Without Considering Hesitancy Degree
3.6 Generalized Dice (Sorensen) Similarity Measure for q-Rung Orthopair Fuzzy Sets Considering Hesitancy Degree
3.7 Weighted Generalized Dice (Sorensen) Similarity Measure for q-Rung Orthopair Fuzzy Sets Without Considering Hesitancy Degree
3.8 Weighted Generalized Dice (Sorensen) Similarity Measure for q-Rung Orthopair Fuzzy Sets Considering Hesitancy Degree
4 Optimal Selection Using the Proposed Dice Similarity Measures
5 Conclusion
References
Technology Selection of Indoor Location Systems Using Interval Valued Type-2 Intuitionistic Fuzzy WASPAS
Abstract
1 Introduction
2 Current Studies
3 Interval Valued Type-2 Intuitionistic Fuzzy WASPAS
4 Decision Model
5 Application
6 Conclusion
References
Evaluating the Influencing Factors on Adoption of Self-driving Vehicles by Using Interval-Valued Pythagorean Fuzzy AHP
Abstract
1 Introduction
2 Pythagorean Fuzzy Sets: Preliminaries
2.1 Pythagorean Fuzzy Sets (PFSs)
2.2 Interval-Valued PFSs
3 Methodology: Pythagorean Fuzzy AHP
4 Application
5 Conclusion
References
Evaluation of Maintenance Strategies Using Pythagorean Fuzzy TOPSIS Method
Abstract
1 Introduction
2 Alternative Maintenance Strategies
3 Pythagorean Fuzzy TOPSIS
4 Application of Choosing the Most Appropriate Maintenance Strategy
4.1 Identify of Criteria and Alternatives Maintenance Strategies
4.2 Application of Pythagorean Fuzzy TOPSIS Method
5 Conclusion
References
Multicriteria Decision Making-Applications
Process Robot Automation Selection with MADM in Airline Cargo Sector
Abstract
1 Introduction
2 Attributes
3 Robotic Process Automation
4 WEDBA Steps
5 Real Case Application
6 Conclusion
References
Smart System Evaluation in Vertical Farming via Fuzzy WEDBA Method
Abstract
1 Introduction
2 Literature Review
3 Evaluation Criteria
4 WEDBA
5 Application
6 Conclusion
References
Blockchain Software Selection for a Maritime Organization with MCDM Method
Abstract
1 Introduction
2 Literature Review
3 Methodology
4 Application
4.1 Entropy Method and Results
4.2 TOPSIS Method and Results
5 Conclusion
References
Prioritization of Influence Factors for Selecting E-Learning Systems
1 Introduction
2 Methodology
3 Application
4 Conclusions
References
Special Agriculture Production Selection Using Interval Type-2 Fuzzy AHP
Abstract
1 Introduction
2 Methodology
2.1 Interval Type-2 Fuzzy AHP
2.2 Fuzzy Hesitant TOPSIS
3 Application
4 Conclusion and Further Research
References
Investigating Enablers to Improve Transparency in Sustainable Food Supply Chain Using F-BWM
Abstract
1 Introduction
2 Literature Review
2.1 Enablers for Transparency
3 Research Methodology
4 Results and Discussion
5 Conclusion
References
Resilience Measurement System: A Fuzzy Approach
Abstract
1 Introduction
2 Methodology
2.1 Fuzzy Analytical Hierarchy Process (FAHP)
3 Implementation
4 Conclusion
References
Road Selection for Autonomous Trucks in Turkey with Fuzzy AHP
Abstract
1 Introduction
2 Methodology
3 Road Selection Using Fuzzy AHP
3.1 Defining Criteria
3.2 Defining Alternatives
3.3 Deriving Criteria Weights
3.4 Alternative Evaluation with Respect to Criteria
3.5 Sensitivity Analysis
4 Conclusion and Further Studies
References
Multi-criteria Oil Station Location Evaluation Using Spherical AHP&WASPAS: A Real-Life Case Study
Abstract
1 Introduction
2 Spherical Fuzzy Sets
3 Methodology
4 Implementation
5 Conclusion
References
Managing Cultural Built Heritage in Smart Cities Using Fuzzy and Interval Multi-criteria Decision Making
Abstract
1 Introduction
2 Indicators for Managing Cultural Built Heritage
3 Fuzzy and Interval AHP Algorithm
3.1 Fuzzy AHP Algorithm
3.2 Interval AHP Algorithm
4 Results
5 Conclusion
Acknowledgments
References
Criteria Weighting for Blockchain Software Selection Using Fuzzy AHP
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 Criteria Weighting with Buckley's Fuzzy AHP
3.2 Application of the Proposed Method
4 Results
5 Conclusion
References
A Proposed Decision Making Methodology to Select IT Suppliers for Software Development Outsourcing in Banking Sector Using EDAS Method
Abstract
1 Introduction
2 Literature Review
3 Software Development Outsourcing Vendor Selection in Banking Sector
4 Methodology
5 Numerical Results
6 Conclusion
References
Analysis of Traffic Accidents to Identify Factors Affecting Injury Severity with Fuzzy and Crisp Techniques
Abstract
1 Introduction
2 Data Set and Data Preprocessing
3 Methodology
3.1 Classification and Regression Tree (CRT) Analysis
3.2 Cluster Analysis
4 Results and Discussions
4.1 Gower's Distance Matrix
4.2 Pam Clustering Algorithm
4.3 Fuzzy Clustering
4.4 Classification and Regression Analysis (CRT)
5 Conclusion Remarks
References
Logistics Performance Index (LPI) Analysis with Using AHP and Fuzzy AHP
Abstract
1 Introduction
2 Problem Definition
2.1 LPI Survey on Turkish Companies
3 AHP and Fuzzy AHP Methods
4 Results and Conclusion
References
Sustainable Transportation Service Provider Evaluation Utilizing Fuzzy MCDM Procedure
Abstract
1 Introduction
2 Hierarchical Fuzzy MCDM Approach
3 Case Study
4 Concluding Remarks
References
Development of Assessment Model for Selection of Sustainable Energy Source in India: Hybrid Fuzzy MCDM Approach
Abstract
1 Introduction
2 Literature Review
3 Research Methodology
3.1 Fuzzy Analytic Hierarchy Process (F-AHP)
3.2 Fuzzy WSM, WPM, and WASPAS
4 Results and Discussion
4.1 Application of Fuzzy AHP for Weights Calculation
4.2 Application of WASPAS for Ranking of the Energy Alternatives
5 Validation of Findings
6 Conclusions
References
Evaluation of Criteria that Affect the Sustainability of Smart Supply Chain in a Textile Firm by Fuzzy SWARA Method
Abstract
1 Introduction
2 Methodology
2.1 Fuzzy SWARA
3 Application
3.1 Fuzzy SWARA Results
4 Conclusion
References
Green Supplier Selection Using Intuitionistic Fuzzy AHP and TOPSIS Methods: A Case Study from the Paper Mills
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 Intuitionistic Analytical Hierarchy Process
3.2 Intuitionistic Fuzzy TOPSIS
4 Analysis
5 Conclusion and Further Studies
References
InterCriteria Analysis Applied to Emerging Europe and Central Asia University Rankings
Abstract
1 Introduction
1.1 InterCriteria Analysis (ICA)
1.2 QS Emerging Europe and Central Asia University Rankings 2019
2 InterCriteria Analysis Applied to Emerging Europe and Central Asia University Rankings
2.1 ICA Application for Indicators Behavior Identification
2.2 ICA Application for University Relationships Identification
3 Conclusion
Acknowledgment
References
Determining Significant Factors Affecting Vaccine Demand and Factor Relationships Using Fuzzy DEMATEL Method
Abstract
1 Introduction
2 Literature Review
3 Research Methodology
4 Implementation and Results
5 Managerial Insights and Concluding Remarks
References
Benchmarking and Visualization of the Ergonomic Risks in a Manufacturing Plant: Joint Application of Fuzzy AHP and Treemap
Abstract
1 Introduction
2 Literature Review
3 Method
3.1 Step 1: Identifying the Ergonomic Risk Factors for Each Task in Each Work Cell in a Manufacturing Plant and Building the AHP Model
3.2 Step 2: Performing Pairwise Comparison and Forming the Matrices with Assigning the Triangular Fuzzy Number to Criteria and Alternatives
3.3 Step 3: Calculating the Priorities Matrix and Ranking the Alternatives
3.4 Step 4: Mapping the Risk of Each Work Cell, Tasks, and Postures Based on the Overall Ranking of the Criteria with the Treemap Approach
4 A Numerical Example
5 Conclusion
References
Multicriteria Decision Making-Theory
An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments
1 Introduction
2 Methodology
3 Application
4 Conclusion
References
Different Approaches to Fuzzy Extension of an MCDA Method and Their Comparison
1 Introduction
2 Preliminaries
3 Different FTOPSIS Models and Their Comparison
3.1 Fuzzy Extensions of TOPSIS
3.2 Comparison of Different FTOPSIS Models
4 Conclusions
References
Multi-objective Task Scheduling in Cloud Computing Environment by Hybridized Bat Algorithm
1 Introduction
2 Problem Formulation
3 Proposed Scheduling Algorithm
3.1 Bat Algorithm
3.2 Hybridized Bat Algorithm
4 Experimental Results
5 Conclusion
References
Qualitative Factors in the Fuzzy Earned Value Method
Abstract
1 Introduction
2 State of Art of the Calculation of Estimate at Completion
2.1 Definition and Application of Estimate at Completion
2.2 Existing Methods of Calculations of Estimate at Completion for Individual Project Activities
3 Proposed Method of Calculating the Estimate at Completion of an Individual Activity
4 Conclusions
Acknowledgments
References
The Novel Integrated Model of Plithogenic Sets and MAIRCA Method for MCDM Problems
Abstract
1 Introduction
2 Integration of Plithogenic Sets and MAIRCA Method
2.1 Plithogenic Sets
2.2 MAIRCA Method
2.3 Numerical Example
3 Conclusion
References
An Alternative Approach for Performance Evaluation: Plithogenic Sets and DEA
Abstract
1 Introduction
2 Data Envelopment Analysis
3 Plithogenic Sets
4 Literature Review
5 Application
6 Conclusion
References
Multi-criteria Decision Making Problem with Intuitionistic Fuzzy Sets: A Novel Ranking Method
Abstract
1 Introduction
2 Intuitionistic Fuzzy Sets
3 Ranking Methods for Intuitionistic Fuzzy Sets
3.1 Li et al.'s Ranking Method
3.2 A New Ranking Method for Intuitionistic Fuzzy Sets
4 Comparison of Ranking Methods with Numerical Examples
5 Conclusion
References
Preference-Oriented Fuzzy TOPSIS Method
1 Introduction
2 Crisp and Fuzzy TOPSIS Method in Decision-Making
2.1 TOPSIS Method with Numerical Criteria
2.2 Fuzzy Information Systems
2.3 TOPSIS Method with Fuzzy Criteria
3 Example
4 Conclusions
References
Intelligent Statistical Analyses
A New Approach to Analyze Perceived Design Quality of Mobile Phone Using Fuzzy Hierarchical Conjoint Analysis
Abstract
1 Introduction
2 Literature Review on Smartphone Design
3 Proposed Approach: Fuzzy Hierarchical Conjoint Analysis
3.1 A Short Cut Fuzzy Pairwise Comparison Method
3.2 Conjoint Analysis
4 Illustrative Example
5 Conclusion
References
Congestion Trajectories Using Fuzzy Gaussian Travel Time Based on Mesoscopic and Cellular Automata Traffic Model
Abstract
1 Introduction
2 Traffic Modeling and Simulation
2.1 Cellular Automata Model
2.2 Semi-macroscopic Traffic Model
3 Travel Time Index
3.1 Travel Time Fuzzification
4 Analytic Architecture and Fuzzy Congested Trajectories
5 Conclusion
References
Data Mining Algorithms for Classification Model of Engineering Grade
Abstract
1 Introduction
2 Literature Review
3 Research Methodology
3.1 Association Rule
3.2 Neural Network (NN)
3.3 Support Vector Machine (SVM)
3.4 Decision Tree (DT)
4 Results and Discussion
4.1 Construction Inspection Information
4.2 Association Rule Parameter Setting
4.3 Effectiveness of Classification Model
5 Conclusion
References
A Fuzzy Strategy Analysis Simulator for Exploring the Potential of Industry 4.0 in End of Life Aircraft Recycling
Abstract
1 Introduction
2 Literature Review
3 Method
4 Application
4.1 EoL Aircraft Recycling Business Model
4.2 Perspectives of Industry 4.0 in EoL Aircraft Problem Context
4.3 The Internal and External Factors and Assigning Fuzzy Numbers
4.4 Results and Discussion
5 Conclusion
References
Knowledge Data Discovery (Frequent Pattern Growth): The Association Rules for Evergreen Activities on Computer Monitoring
Abstract
1 Introduction
2 Literature Review
3 Methods
4 Results and Analysis
4.1 Defining Variables
4.2 Data Transformation
4.3 The Item Appears
4.4 FP Tree Formation
4.5 FP Growth Implementation
5 Conclusions
Acknowledgements
References
Enabling Big Data Analytics at Manufacturing Fields of Farplas Automotive
Abstract
1 Introduction: Big Data in Manufacturing
2 Data Ingestion
3 Data Transformation and Storage
4 Data Analytics
5 Data Visualization
6 Conclusion
References
Big Data Analytics Framework for Smart City Real-Time Fuzzy Complex Event Processing
1 Introduction
2 Sensor Observations Uncertainty
3 Complex Space-Time Events Uncertainty
4 Fuzzy Complex Space-Time Events Data Collecting Framework Portunus
5 Conclusion
References
Cloud Based Big Data DNS Analytics at Turknet
1 Introduction
2 Analysis Tools
2.1 Apache Spark
2.2 Processing Big Data with Computing Cluster: EMR
3 Data Analyzing Process
3.1 System Architecture
4 Results
5 Conclusion
References
A Combined Bioinspired Algorithm for Big Data Processing
Abstract
1 Introduction
2 Literature Review
3 Proposed Model
3.1 Multitasking
3.2 Sampling from the Frame
4 Combined Algorithm
5 Experimental Research
6 Conclusion
Acknowledgements
References
Exploration of the Waves of Feminism Using Sentiment Based Text Mining Techniques
Abstract
1 Introduction
2 Literature Review
3 Methodology
4 Data Preparation
5 Findings: Bag of Words Model and Sentiment Analysis
6 Conclusion and Recommendations for Future Research
References
SVM-Based Hybrid Robust PIO Fault Diagnosis for Bearing
Abstract
1 Introduction
2 ARX-Laguerre Rolling Element Bearing Modeling
3 Proposed Algorithm for Fault Detection and Classification
4 Dataset, Results and Discussion
5 Conclusions
Acknowledgements
References
Modeling Urban Traffic by Means of Traffic Density Data: Istanbul Case
Abstract
1 Introduction
2 Traffic Data Set
3 Preliminary Results
4 Contemporary Modeling Approaches
5 Anticipated Results
References
Realising Newspaper Sales by Using Statistic Methods
1 Introduction
2 Related Works
3 Statistical Methods
4 Case Study
4.1 Descriptive Information
5 Conclusion and Discussion
References
Extensions of Fuzzy Sets in Big Data Applications: A Literature Review
Abstract
1 Introduction
2 Concept of Big Data
3 Extension of Fuzzy Sets
4 Literature Review
5 Analysis of Published Papers
6 Conclusion
References
A Big Data Semantic Driven Context Aware Recommendation Method
1 Introduction
2 Preliminaries
2.1 Content-Based Recommender Systems
2.2 Context-Aware Recommender Systems
2.3 MapReduce Paradigm
3 A Recommendation Method with Context Awareness Based on Topic Detection in Current Trend Interest
3.1 Domain Semantic Analysis
3.2 User Profiles Building
3.3 Context Model Building
3.4 Contextualizing User Profiles
3.5 Prediction
4 MapReduce Implementation
5 Conclusions and Further Work
References
Blended Environment of Naive Bayes and Support Vector Machine (SVM) for Designing Simulation Based E-Learning Respiratory System
Abstract
1 Introduction
2 Analyses of Past Proposed Data Mining Algorithmic Methodologies in E-Learning Development
3 Simulation Based E-Learning Respiratory System by Using Naïve-Bayes and Support Vector Machine
3.1 Training Modal Through Naïve Bayes
3.2 Training Model Through Support Vector Machine (SVM)
4 Conclusion
References
InterCriteria Analysis of Public Health Data in Bulgaria
Abstract
1 Introduction
2 An Application of the ICA
2.1 An Application of the ICA for the Number of the Health Establishments in Bulgaria for 2010-2018
2.2 An Application of the ICA for the Number of Beds in the Health Establishments in Bulgaria for 2010-2018
3 Discussions
3.1 After Applying the ICA Approach for the Number of the Health Establishments for 2010-2018 the Following Conclusions Can Be Made
3.2 After applying the ICA Approach for the Number of the Beds in the Different Types of Health Establishments for 2010-2018 the Following Conclusions Can Be Made
4 Conclusion
Acknowledgment
Conflict of Interest
References
A Case Study on Vehicle Battery Manufacturing Using Fuzzy Analysis of Variance
Abstract
1 Motivation and Literature Review
2 Preliminaries
3 Fuzzy Analysis of Variance (FANOVA)
4 Computational Results of FANOVA on the Average Length of Car Battery Life
5 Conclusion and Future Research Works
References
New Suggestion for Fuzzy Random Variable and Its Statistical Simulation
1 Introduction and Preliminaries
2 Piecewise Linear Fuzzy Random Variable
3 A Better Formula for Piecewise Linear Fuzzy Random Variable Based on the Continuous ecd Function
4 Conclusions Future Scientific Works
References
Networks
Fuzzy Centrality Analysis for Smart City Trajectories
1 Introduction
2 Path Algebra and Fuzzy Centrality
2.1 Preliminaries
2.2 Fuzzy Centrality
3 Fuzzy Centrality Analysis of Outdoor Trajectories
4 Smart Trajectories Meta-Model and OGC CityGML
4.1 Application to Trajectories
4.2 System Architecture
5 Conclusion
References
Improving Customer Experience for an Internet Service Provider: A Neural Networks Approach
Abstract
1 Introduction
2 Methodology
3 Application
4 Results and Discussion
5 Conclusion
References
Segmentation of Larynx Histopathology Images via Convolutional Neural Networks
1 Introduction
2 Materials and Methods
2.1 Dataset
2.2 Groundtruth Generating
2.3 Segmentation Model
3 Simulation Results
4 Discussion and Conclusion
References
Glioma Brain Tumor Grade Classification from MRI Using Convolutional Neural Networks Designed by Modified FA
1 Introduction
2 Methodology
2.1 Original Firefly Algorithm
2.2 Modified Firefly Algorithm
3 Experimental Setup and Results
3.1 Dataset Details
3.2 Experimental Setup
3.3 Experimental Results
4 Conclusion
References
Dynamic System Control Using Z-number Based Fuzzy Neural Network
Abstract
1 Introduction
2 Fuzzy Rule Interpolation
3 Z-number Based Fuzzy Neural Network
4 Simulation Studies
5 Conclusions
References
Comprehensive Research of the Commodity Market: Theoretical, Methodological and Modern Approaches Using Neural Networks with Fuzzy Logic
Abstract
1 Introduction
2 Program-Theoretical Implementation of Segmentation and Positioning Methods in the Commodity Market
2.1 Collection, Filtering and Normalization of Retrospective Economic Indicators Affecting the Assessment of the Capacity of the Commodity Market
2.2 Segmentation by Level of Development of Commodity Market Units Using Neural Networks
2.3 Identification of the Most Profitable Segments of the Product Market with the Aim of Further Forecasting Their Development
2.4 Predicting the Further Development of the Most Profitable Segments of the Commodity Market Using a Neuro-Fuzzy Adaptive Forecasting System
3 Conclusion
References
The Maximum Lexicographic Contraflow Finding in a Fuzzy Dynamic Network
Abstract
1 Introduction
2 Preliminaries and Problem Statement
3 Lexicographic Maximum Dynamic Contraflow Evacuation in a Fuzzy Network Based on TOPSIS
4 Case Study
5 Conclusion and Future Study
Acknowledgments
References
An Enhanced Particle Swarm Optimization with Levy Flight for RBF Neural Network in Typical Karst Area, South China
Abstract
1 Introduction
2 Methodology
2.1 Radical Basis Function Neural Network
2.2 Particle Swarm Optimization (PSO) Algorithm
2.3 Levy Flight Algorithm
3 RBF Model Improved by Levy-PSO Algorithm
4 Application Results and Discussion
5 Conclusion
References
A Method for Forecasting the Demand for Pharmaceutical Products in a Distributed Pharmacy Network Based on an Integrated Approach Using Fuzzy Logic and Neural Networks
Abstract
1 Introduction
2 Classification of Drugs and Preparations According to Various Criteria and the Choice of Method for Its Implementation
2.1 Definition of Input Variables
2.2 Output Variable
2.3 Rules
2.4 Analysis of the Results
3 Conclusion
References
Marketing Strategy Selection Using Fuzzy Analytic Network Process
Abstract
1 Introduction
2 Fuzzy Analytic Network Process
3 Application of Fuzzy ANP for Marketing Strategy Selection
4 Conclusion
References
A Deep Learning Model for Skin Lesion Analysis Using Gaussian Adversarial Networks
1 Introduction
2 Related Works
3 Methodology
4 Results
5 Conclusion
References
Learning Channel-Wise Ordered Aggregations in Deep Neural Networks
1 Introduction
2 Related Work
3 Proposal
3.1 Layer Structure
3.2 Channel-Wise Ordering Metrics
3.3 Channel-Wise Weighted Aggregation
4 Case of Study
5 Conclusion
References
Design of Nano-scale Synaptic Neural Network Using RRAM
Abstract
1 Introduction
2 Artificial Neuron Built with RRAM
2.1 RRAM Neuron Model
2.2 Spiking Neural Network Architecture
3 Vision of Integrating CMOS and RRAM
4 Conclusion and Recommendations
References
Neural Network-Based Control Framework for SISO Uncertain System: Passive Fault Tolerant Approach
Abstract
1 Introduction
2 Model Description of the SISO Uncertain Level Control System
2.1 SISO Uncertain Level Control System
2.2 SISO Level Control System Mathematical Modeling
3 Proposed Framework for Passive FTC
3.1 Data Generation Layer
3.2 Pre-processing Layer
3.3 Training Layer
4 Conclusion and Future Work
References
Forecasting the Day-Ahead Prices in Electricity Spot Market of Turkey by Using Artificial Neural Networks
Abstract
1 Introduction
2 Electricity Stock Market in Turkey
3 Methodology
3.1 Artificial Neural Networks (ANN)
4 Application
5 Conclusion
References
Intelligent Learning
Using Formal Concept Analysis Tools in Road Environment-Type Detection
1 Introduction
2 Preliminaries
2.1 Fuzzy Concepts
2.2 Formal Concept Analysis Concepts
2.3 Fuzzy Galois Lattice
3 RET Detection by Means of FCA
3.1 Notation
4 The FCA-based RET Detection Process
4.1 RET Detection Process
4.2 FCA Process and Architecture
5 Conclusion
References
An Intelligent Overtaking Assistant System for Autonomous Vehicles
Abstract
1 Introduction
2 Intelligent Overtaking Assistant
2.1 Perception
2.2 Desired Lateral Position Generation for Overtaking
2.3 Desired Longitudinal Velocity Generation for Overtaking
3 Simulation Results
4 Conclusion and Future Work
References
Predicting Movie Ratings with Machine Learning Algorithms
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 Variables
4 Results
5 Conclusion
References
Trajectory Tracking of a Quadcopter Using Adaptive Neuro-Fuzzy Controller with Sliding Mode Learning Algorithm
1 Introduction
2 The AR.Drone Platform
3 Adaptive Neuro-Fuzzy Controller
3.1 The Sliding Mode Learning Algorithm
4 Results and Discussion
5 Conclusion
References
Influencer Identification System Design Using Machine Learning Techniques
Abstract
1 Introduction
2 Data and Methodology
3 Influencer Identification Algorithm Modelling
4 Conclusion
References
Efficient and Real-Time Face Recognition Based on Single Shot Multibox Detector
Abstract
1 Introduction
2 Related Work
3 Proposed Method
4 Simulations Results
5 Conclusion
Acknowledgement
References
Machine Learning-Based Robust Feedback Observer for Fault Diagnosis in Bearing
Abstract
1 Introduction
2 Fuzzy ARX-Laguerre Technique for REB Modeling
3 Fault Detection and Classification of REB Based on Machine Learning-Based Robust Feedback Observer
4 Dataset, Results and Discussion
5 Conclusions
Acknowledgements
References
Malfunction Detection on Production Line Using Machine Learning: Case Study in Wood Industry
Abstract
1 Introduction
2 Modelling
3 Proposed Methodology
3.1 Mahalanobis Distance Approach
3.2 Auto-Encoder Neural Network Approach
3.3 Isolation Forrest Approach
3.4 One-Class Support Vector Machine Approach
4 Conclusion
References
Classification of Breast DCE-MRI Images via Boosting and Deep Learning Based Stacking Ensemble Approach
1 Introduction
2 Materials and Methods
2.1 Dataset
2.2 Data Pre-processing and Splitting
2.3 Segmentation
2.4 Radiomic Features Extraction
2.5 Factor Analysis
2.6 Proposed Ensemble Model
3 Simulation Results
4 Discussion and Conclusion
References
Machine Learning Approach for Automatic Categorization of Service Support Requests on University Information Management System
Abstract
1 Introduction
2 Related Work
3 Methodology
3.1 Dataset Collection and Preprocessing
3.2 Text Classification Algorithms
4 Experimental Procedure and Results
4.1 Evaluation Measures
4.2 Experimental Procedure
4.3 Experimental Results
5 Conclusion
References
Comparative Study of Different Machine Learning Models for Remote Sensing Bathymetry Inversion
Abstract
1 Introduction
2 Machine Learning Model
2.1 BP Neural Network Model
2.2 Random Forest
2.3 Extreme Learning Machine
3 Remote Sensing Depth Inversion Experiment
3.1 Research Area and Data
3.2 Experiment Procedure
3.3 Water Depth Inversion and Results Analysis
4 Conclusion
References
Container Terminal Workload Modeling Using Machine Learning Techniques
Abstract
1 Introduction
2 Literature
3 Methodology
4 Case Study - Container Terminal
5 Findings
6 Conclusion
References
Usage of Machine Learning Algorithms for Flow Based Anomaly Detection System in Software Defined Networks
Abstract
1 Introduction
2 Related Works
3 Flow Based Anomaly Detection System for SDN
4 Comparative Analysis of Machine Learning Algorithms
5 Conclusion
References
Speech Analysis with Deep Learning to Determine Speech Therapy for Learning Difficulties
Abstract
1 Introduction
2 Related Works
3 Methodology
3.1 Deep Learning
3.2 Traditional Statistics Based Features
4 Conclusions
References
A Compromise-Based New Approach to Learning Fuzzy Cognitive Maps
Abstract
1 Introduction
2 Fuzzy Cognitive Maps
2.1 Classic Approach
2.2 Alternative Approach
3 Particle Swarm Optimization
4 The Proposed Learning Fuzzy Cognitive Maps Approach
5 Illustrative Example
6 Conclusion and Further Research
References
Fuzzy Analytics
Fuzzy Analytics of Spaces' Dynamic Use in Smart Buildings
Abstract
1 Introduction
2 Indoor Objects in IndoorGML
3 Fuzzy Analytics
3.1 Fuzzy Sets [16]
3.2 Similarity Between Fuzzy Sets
3.3 Clustering Dynamics
4 Conclusion
References
Object Monitoring Under Z-Information Based on Rating Points
Abstract
1 Introduction
2 Basic Concepts and Definitions
3 Creation of Expert Evaluation Models Under Z-Information
4 Rating Points for Objects Under Z-Information and Monitoring Based on Ratings
5 Conclusions
References
An Intelligent Decision Support System: Application of Fuzzy Tools and System Dynamics Modelling
Abstract
1 Introduction
2 Methodology
2.1 Fuzzy Analytical Hierarchy Process (FAHP)
2.2 System Dynamics Modelling
3 Implementation
3.1 Fuzzy AHP Implementation
3.2 System Dynamics Modelling Implementation
4 Conclusion
References
Fuzzy Uncertainty Modelling in Cost and Cash Flow Forecasting in Project
Abstract
1 Introduction
2 Sources of Uncertainty in Project Finance
3 Project Cash Flows and Modelling of Their Uncertainty - State of Art
4 Non-classical Fuzzy Theory Elements to Be Used in the Proposed Approach
5 Proposal of an Approach to Project Cash Flow Fuzzy Modelling
6 Case Study
7 Conclusions
Acknowledgments
References
Fuzzy System for Building Energy Flows Management
Abstract
1 Introduction
2 Development of PV Systems in Bulgaria
3 Fuzzy Rule-Based Inference Systems
4 The Fuzzy Model for Managing a Micro Build-on PV System
5 Matlab Simulation
6 Conclusion
References
Fuzzy RFM Analysis: An Application in E-Commerce
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 Recency, Frequency, Monetary (RFM) Analysis
3.2 Fuzzy C-Means Method
4 Fuzzy RFM Application
5 Conclusion
References
A New Structure of Nullnorms on Bounded Lattices
1 Introduction
2 Preliminaries
3 Construction Methods for Nullnorms
4 Concluding Remarks
References
A New Perspective to Design Phase of Water Supply Systems from Aspect of Water Demand Using Fuzzy Automation
Abstract
1 Introduction
2 Methodology
2.1 WSS Design
2.2 Solution Model
3 The Proposed System
3.1 A New Perspective to Design Phase of WSS
3.2 Fuzzy Logic Automation
4 Result
4.1 Comparison of Each Scenario
4.2 Integration of Fuzzy Logic to NIV
5 Conclusion
References
Fuzzy Cognitive Map Based PI Controller Design
Abstract
1 Introduction
2 Fuzzy Cognitive Map
3 Proposed FCM-Based PI Controller Models
3.1 Model I
3.2 Model II
3.3 Model III
4 Simulation Studies
5 Conclusion
References
On 2-Fuzzy Metric Spaces
1 Introduction
2 Preliminaries
3 2-Fuzzy Metric Spaces
4 Conclusion
References
Some Properties of Partial Fuzzy Metric Topology
1 Introduction
2 Preliminaries
3 Partial Fuzzy Metric Topology
4 Conclusion
References
Fuzzy Classifier Based Colorimetric Quantification Using a Smartphone
1 Introduction
2 Fuzzy Logic
3 Proposed Approach
3.1 General Structure of the Proposed Model
3.2 Android Application: FuzzyChem
4 Results and Discussion
5 Conclusions
References
LabHub: A New Generation Architecture Proposal for Intelligent Healthcare Medical Laboratories
Abstract
1 Introduction
2 Literature Review
3 New Generation LIS Architecture: LabHub
4 Conclusions and Future Work
References
Center-of-Gravity Real Options Method Based on Interval-Valued Fuzzy Numbers
Abstract
1 Introduction
2 Preliminary Notations
3 Center-of-Gravity Real Options Method
3.1 The Original Center-of-Gravity Method
3.2 The Center-of-Gravity Method with IVFNs
4 Numerical Example: Option to Abandon in M&A
5 Conclusions
References
Fusing Fuzzy Preferences in Contexts of Social Choice: Towards a Topological Structure
1 Introduction
2 Fuzzy Preferences and Arrovian Models
3 Topological Spaces of Fuzzy Preferences
4 Discussion and Conclusion
References
Understanding the Behavior of Zadeh's Extension Principle for One-to-One Functions by R Programming Language
Abstract
1 Introduction
2 A Computer Program to Show the Behavior of the Extension Principle
3 Numerical Examples
4 Conclusions and Future Works
References
Intuitionistic Fuzzy Z-numbers
Abstract
1 Introduction
2 Fuzzy Z-numbers
3 Intuitionistic Fuzzy Sets
4 Intuitionistic Fuzzy Z-numbers
5 Conclusion
References
Risk Assessment
Risk Assessment of R&D Activities Using Intuitionistic Fuzzy AHP and FIS
1 Introduction
2 Literature Review on Risk Assessment of R&D Project
3 Methodology
4 Application
5 Conclusions
References
Risk Matrix Technique Based Fuzzy MCDM Risk Assessment Method and Application in Glass Industry
Abstract
1 Introduction
2 Methodology
2.1 Risk Assessment Matrix
2.2 Fuzzy Set Theory and Trapezoidal Fuzzy Numbers
2.3 Risk Matrix Based Fuzzy TOPSIS Risk Assessment Methodology
3 Case Study
4 Conclusion
References
A New Risk Assessment Approach for Occupational Health and Safety Applications
Abstract
1 Introduction
2 Literature Review
3 Proposed Method
4 Application
5 Conclusion
References
Intuitionistic Fuzzy Group Decision Making on Risk Assessment and Control Efficiency of Accounting Information Systems with TOPSIS
Abstract
1 Introduction
2 Risk Assessment and Control
3 Method
3.1 Intuitionistic Fuzzy Sets
3.2 Intuitionistic Fuzzy TOPSIS
4 Application
5 Conclusion
Acknowledgements
References
Evaluation of Occupational Safety Risk in Underground Mining Using Fuzzy Bayesian Network
Abstract
1 Introduction
2 Methodology
2.1 Construction of the BN for Multi-top Event Systems: Using Fault Tree
2.2 Quantitative Structure of the BN: Using Fuzzy Approach
2.3 Bayesian Inferences
3 Safety Risk Evaluation of Underground Mining
3.1 Construction of the BN
3.2 Determining the Network Parameters Using Fuzzy Logic
3.3 Bayesian Inferences
4 Conclusion and Results
References
Risk Analysis for Digitalization Oriented Sustainable Supply Chain Using Interval-Valued Pythagorean Fuzzy AHP
Abstract
1 Introduction
2 Pythagorean Fuzzy Sets (PFSs)
2.1 Preliminaries: Pythagorean Fuzzy Sets
2.2 Preliminaries: Interval - Valued Pythagorean Fuzzy Sets (IVPFSs)
3 Proposed Methodology
4 Application
5 Conclusions
References
Intelligent Quality
Design for Six Sigma and Process Capability Using Penthagorean Fuzzy Sets
Abstract
1 Introduction
2 Process Capability Analysis and Six Sigma Approach
3 Penthagorean Fuzzy Sets
4 Penthagorean Fuzzy Six Sigma Approach
5 Application
6 Conclusions
References
Defects Control Charts Using Interval-Valued Penthagorean Fuzzy Sets
Abstract
1 Introduction
2 Defects Control Charts
2.1 Classical c Control Chart
2.2 Fuzzy \tilde{{\varvec c}} Control Chart
2.3 Classical u Control Chart
2.4 Fuzzy \widetilde{{\varvec u}} Control Chart
3 Interval-Valued Penthagorean Fuzzy Sets
4 Interval-Valued Penthagorean Fuzzy Control Charts for Defects
4.1 IVP5F c Control Charts
4.2 IVP5F u Control Charts
5 Application
6 Conclusion
References
Fuzzy AHP Based Prioritization and Taxonomy of Information Quality Factors in Accounting Information Systems
Abstract
1 Introduction
2 Conceptual Framework
3 Methodology
3.1 Chang's Fuzzy AHP Algorithm
4 Application
5 Conclusion
References
Analytical Techniques to Compute Cp and Cpm Capability Indices by R Software
1 Introduction
2 Process Capability Indices
3 Capability Index Cp Based on Fuzzy Data
4 Capability Index Cpm Based on Fuzzy Data
5 Conclusions and Suggestions
References
Heuristics
Proposal of Genetic Algorithm Approach for Solving Single Machine Scheduling Problem Under Learning Effect
1 Introduction
2 Problem Definition
3 Genetic Algorithm Approach
3.1 Chromosome Representation and Initial Population
3.2 Genetic Operators
3.3 Termination Criterion
3.4 Parameter Settings
4 Experimental Results
5 Conclusion and Suggestions
References
Hybrid Krill Herd Algorithm with Particle Swarm Optimization for Image Enhancement
Abstract
1 Introduction
2 Problem Formulation
3 Proposed PSO-KHA Method
4 Experimental Results and Discussion
5 Conclusion
References
Distributed Fuzzy Permutation Flow Shop Scheduling Problem: A Bee Colony Algorithm
Abstract
1 Introduction
2 Artificial Bee Colony Algorithm
3 Computational Results
4 Conclusion and Future Research
References
Fuzzy Metaheuristics: A State-of-the-Art Review
Abstract
1 Introduction
2 Metaheuristic Algorithms
3 Analysis of Reviews
4 Conclusion
References
Fuzzy and Evolutionary Algorithms for Transport Logistics Under Uncertainty
Abstract
1 Introduction
2 Related Works and Problem Statement
3 CVRPFD for Marine Bunkering Tankers
4 Evolutionary Algorithms for Solving the VRPTW
5 Conclusions
References
Using GA for Locating Post-disaster Field Hospitals: The Case of Istanbul
Abstract
1 Introduction
1.1 Natural Disaster
2 Model Formulation and Solution Methodology
2.1 Location - Allocation Model Formulation
2.2 Solution Methodology
2.3 Experimental Study
3 Case Study
4 Computational Results
5 Conclusions
References
Optimization
Optimization of Spatial-Time Planning Resource Allocation Under Uncertainty
Abstract
1 Introduction
2 Analysis of Methods for Solving Distribution Problems
3 Multi-index Distribution Problem Formulation with Fuzzy Parameters
4 The Method of Indexed-Elements for Multi-index Distribution Problem with Fuzzy Parameters
5 Example and the Case-Study for the Method of Indexed-Elements
6 Conclusion
Acknowledgments
References
Solving Fuzzy Multi-objective Linear Programming Problems Using Multi-player Zero-Sum Game
1 Introduction
2 Preliminaries
3 Proposed Algorithm
4 Numerical Examples
4.1 Solving FMOLP Problems Having Only Fuzzy Cost Coefficients
4.2 Solving FMOLP Problem Having Fuzzy Objective Functions and Constraints
5 Conclusion
References
A Bioinspired Algorithm for Improving the Effectiveness of Knowledge Processing
Abstract
1 Introduction
2 Literature Review
3 A Model and an Architecture for Improving the Effectiveness of Knowledge Processing
4 Bacterial Algorithm for Solving the Classification Task
5 Experimental Research
6 Conclusion
Acknowledgements
References
Spatial Coherence Radius of Plane Wave Propagating in Anisotropic Maritime Atmospheric Turbulence
Abstract
1 Introduction
2 Anisotropic Non-kolmogorov Power Spectrum
3 WSF and SCR of Plane Waves
4 Numerical Analysis and Results
5 Conclusion
Acknowledgment
References
A Comparative Performance Analysis of Consensus Models Based on a Minimum Cost Metric
1 Introduction
2 Preliminaries
2.1 Group Decision Making and Consensus Reaching Process
2.2 Metric Based on Minimum Cost
3 Comparative Analysis
3.1 Description of the Problem and Parameters
3.2 Comparison
4 Conclusions
References
Pedestrian Detection Based on Improved Mask R-CNN Algorithm
Abstract
1 Introduction
2 Related Work
3 Proposed Method
3.1 Pedestrian Detection Method
3.2 Mask
3.3 ROI Align
4 Experiments and Results
4.1 Datasets
4.2 Implementation Details
4.3 Pedestrian Detector Comparison
5 Conclusions
Acknowledgment
References
A Revised Weighted Fuzzy C-Means and Center of Gravity Algorithm for Probabilistic Demand and Customer Positions
Abstract
1 Introduction
2 Problem Definition
3 Proposed Algorithms
3.1 Probabilistic RWFCM
3.2 Probabilistic Center of Gravity
3.3 Probabilistic RWFCM-COG
4 Experimental Study
5 Conclusion
References
Mobile Application Based Automatic Caption Generation for Visually Impaired
1 Introduction
2 Methods
2.1 Image Caption Generator
2.2 Smartphone Application: Virtual Eye
3 Results and Discussion
4 Conclusion
References
Chaos Control of BLDC Motor via Fuzzy Based PID Controller
Abstract
1 Introduction
2 BLDC Motor Model
3 Chaos in BLDC Motor Model
4 Controller Design
4.1 Conventional PID Controller
4.2 Fuzzy Logic Based PID Controller
5 Simulation and Results
6 Conclusion
References
Sustainability Oriented Scheduling Procedure for Public Projects
Abstract
1 Introduction
2 Proposal of Procedure
3 Conclusions
References
Optimization of an Oil Refinery Valuation System Through the Intuitionistic Fuzzy InterCriteria Analysis
1 Introduction
2 An Extended Form of Three-Dimensional Intuitionistic Fuzzy Intercriteria Analysis Method
3 An Application of the 3-D ICrA to the Refinery Evaluation System
4 Comparative Analysis of the Results Obtained After ICrA, PCA, SCA and KCA
5 Conclusion
References
Double Edge-Vertex Domination
1 Introduction
2 Some Relations Between Domination Parameters
3 Bounds
3.1 Lower Bounds
4 Conclusion
References
Order Acceptance Scheduling on a Single Machine with Energy Aspects
1 Introduction
2 State of the Art
3 Problem Formulation and Solution Approach
4 Instances Description and Computational Results
5 Conclusion and Perspectives
References
The Analysis of Human Oriented System of Weighted Fuzzy Petri Nets for the Passenger Transport Logistics Problem
Abstract
1 Introduction
2 Problem Formalization
3 Triangular Norms for wFPN
4 Net Representation Model of Passenger Transportation
5 Conclusion
References
Concepts and Methods of "Digital Twins" Models Creation in Industrial Asset Performance Management Systems
Abstract
1 Introduction
2 Methods and Results
3 Conclusion
References
Finding the Optimal Features Reduct, a Hybrid Model of Rough Set and Polar Bear Optimization
Abstract
1 Introduction
2 Related Work
3 Background
3.1 Rough Set Theory
3.2 Polar Bear Optimization
4 Proposed Model, Polar Bear Optimization for Feature Selection PBO-FS
5 Experimental Analysis
6 Conclusion and Future Work
References
Design and Manufacture a Vehicle Auxiliary System Model Controlled by Using Smartphone
Abstract
1 Introduction
2 Design and Build the Model System
2.1 Control Blocks System
2.2 Principle of Operation
2.3 Algorithm Flowchart
2.4 Mechanical Design for the Auxiliary Model
3 Conclusion
Acknowledgment
References
A Study on Vehicle Air Condition System Model Controlled by Using Smartphone
Abstract
1 Introduction
2 Design and Build the Model System
2.1 3D Modeling Designs
2.2 Mechanical Design for the Air-Condition System Model
2.3 Algorithm Flowchart
2.4 Android Mobile Interface
3 Conclusion
Acknowledgment
References
Multi-shift Single-Vehicle Routing Problem Under Fuzzy Uncertainty
1 Introduction
2 Problem Definition
3 Solution Method: Artificial Immune Heuristic
4 Numerical Results
5 Conclusion
References
On Merrifield-Simmons Index of Trees
1 Introduction
2 Main Results
3 Conclusion
References
A Fuzzy Goal Programming Model to Evaluate Green Energy Alternatives
Abstract
1 Introduction
2 Background Information
2.1 Forming of Membership Function
2.2 Fuzzy Goal Programming Formulation
3 The Proposed Fuzzy Goal Programming Model
3.1 Definition of Variables and Parameters:
3.2 Fuzzy Goal Descriptions
4 Results and Discussions
5 Conclusion
References
Application of Fuzzy Logic Model for Correct Lighting in Computer Aided Interior Design Areas
Abstract
1 Introduction
1.1 Indoor Lighting
1.2 Lighting Types
2 Calculation of Indoor Lighting
2.1 Lighting Account
2.2 Reflection Coefficients of Important Substances
2.3 Lighting Account Formulas
3 Color Temperature Selection
3.1 Warm White Light (2500-3300 K)
3.2 Natural White Light (4000-4500 K)
3.3 Cool White Light (5000-6500 K)
4 Fuzzy Logic and Lighting Control
5 Practical Application of Fuzzy Technologies
6 Conclusion
References
Review and Discussion Papers
Extensions of Ordinary Fuzzy Sets: A Comparative Literature Review
Abstract
1 Introduction
2 Extensions of Fuzzy Sets: Definitions and Literature Review
2.1 Group 1: Hesitancy Depending on Membership and Non-membership
2.1.1 Intuitionistic Fuzzy Sets
2.1.2 Pythagorean Fuzzy Sets (PFS)
2.1.3 Fermatean Fuzzy Sets
2.1.4 q-Rung Orthopair Fuzzy Sets
2.2 Group 2: Refusal Degree Depending on Membership, Non-membership, and Hesitancy
2.2.1 Neutrosophic Sets
2.2.2 Picture Fuzzy Sets
2.2.3 Spherical Fuzzy Sets
2.2.4 t-Spherical Fuzzy Sets
3 Conclusions
References
Systematic Literature Review for Work Sampling with IOT Technology in Retail Store Operations
Abstract
1 Introduction
2 Literature Review
3 Conclusion
References
Engineering Economics Using Fuzzy Sets: A Literature Review
Abstract
1 Introduction
2 Literature Review
3 Conclusion
References
Scientific Cooperation in the Field of Economics in Selected European Countries
Abstract
1 Introduction
1.1 Scientific Cooperation
1.2 Economics and Management Fields
2 Methodology
2.1 The Scope of the Analysis
2.2 Research Methodology
3 Analysis of Research Productivity in the Area of Economics in Selected European Countries
3.1 Analysis the Distribution of Publications Over the Number of Authors
3.2 The Analysis of the Internationalization of the Authors' Teams
3.3 The Identification and Analysis of Research Topics Covered by Publications
3.4 The Analysis of Citations
3.5 Recommendation System for Choosing the Best Way of Preparing Scientific Publications Guaranteeing the Highest Number of Citations
4 Conclusions
Acknowledgements
References
Sentiment Analysis on Students' Evaluation of Higher Educational Institutions
Abstract
1 Introduction
2 Related Work
3 Methodology
3.1 Dataset Collection and Preprocessing
3.2 Feature Extraction Schemes
3.3 Classification Algorithms
3.4 Ensemble Methods
4 Experimental Procedure and Results
5 Conclusion
References
Author Index

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Intelligent and Fuzzy Techniques: Smart and Innovative Solutions

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