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Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making

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Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Bipolar Models for a More Realistic Representation and Processing of Human Judgments, Intentions and Preferences: A Role of Fuzzy Logic
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    Chapter 2 Nature-Inspired Optimization of Type-2 Fuzzy Logic Controllers
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    Chapter 3 Fuzzy Sets in Clustering: On Fuzzy Partitions
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    Chapter 4 Principals of Spherical Fuzzy Sets
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    Chapter 5 A Study on Vulnerability Parameters of Signed Fuzzy Graphs
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    Chapter 6 A New Ranking Method for Triangular Intuitionistic Fuzzy Numbers
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    Chapter 7 On the WABL Defuzzification Method for Intuitionistic Fuzzy Numbers
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    Chapter 8 Evolution of L-Fuzzy Contexts Associated with Criteria
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    Chapter 9 Intuitionistic Fuzzy Density Based Spatial Clustering of Applications with Noise: IFDBSCAN
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    Chapter 10 A Conceptual Study on RPAs as of Intelligent Automation
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    Chapter 11 Some Topological Indices in Fuzzy Graphs
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    Chapter 12 The Quick Exposure Check (QEC) Model Proposal Based on Fuzzy Logic for Work-Related Musculoskeletal Risk Assessment
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    Chapter 13 Parameter Estimation and Fuzzy Controller Design for a Two-Axis Gimbal
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    Chapter 14 A Likelihood Method for the Comparison of Intuitionistic Trapezoidal Fuzzy Numbers
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    Chapter 15 Design and Implementation of Adaptive Fuzzy PD Line Following Robot
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    Chapter 16 An Improved Fuzzy Cognitive Mapping Method
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    Chapter 17 Extending QFD with Pythagorean Fuzzy Sets for Sustainable Supply Chain Management
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    Chapter 18 A New Community Detection Algorithm Based on Fuzzy Measures
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    Chapter 19 Advanced Fuzzy Observer-Based Fault Identification for Robot Manipulators
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    Chapter 20 Process Mining Application for Analysis of Customer’s Different Visits in a Shopping Mall
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    Chapter 21 Gender Prediction from Classified Indoor Customer Paths by Fuzzy C-Medoids Clustering
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    Chapter 22 A Fuzzy Base Classifier for Fuzzy Data Included Location Segmentation
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    Chapter 23 A Decision Support System to Optimize Debt Collection Assignments
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    Chapter 24 Combining Classifier Ensembles with Fuzzy Clustering to Predict Online Food Sales
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    Chapter 25 Solar Radiation Prediction Based on Machine Learning for Istanbul in Turkey
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    Chapter 26 Click and Sales Prediction for Digital Advertisements: Real World Application for OTAs
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    Chapter 27 Intelligent Visual Analysis in Employee Fraud Detection
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    Chapter 28 Social Media and Clickstream Analysis in Turkish News with Apache Spark
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    Chapter 29 Real Time Content-Based News Recommendation in Turkish with Apache Spark
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    Chapter 30 A Fuzzy Neural Tree for the Evaluation of Shape in an Architectural Design
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    Chapter 31 Multi-class Categorization of User-Generated Content in a Domain Specific Medium: Inferring Product Specifications from E-Commerce Marketplaces
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    Chapter 32 Forecasting Box Office Performances Using Machine Learning Algorithms
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    Chapter 33 Use of Process Mining in Bank Real Estate Transactions and Visualization with Fuzzy Models
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    Chapter 34 Prediction of Turkish Super League Match Results Using Supervised Machine Learning Techniques
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    Chapter 35 A Linguistic System of Defining and Controlling Project Success
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    Chapter 36 Football Player Value Assessment Using Machine Learning Techniques
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    Chapter 37 Partitioning the Time of Day for Bus Schedule Optimization
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    Chapter 38 Predicting Cycle Times in Textile Manufacturing Using Artificial Neural Network
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    Chapter 39 Car Damage Analysis for Insurance Market Using Convolutional Neural Networks
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    Chapter 40 Application of Multiple Imputation Using Fuzzy Archaeological Data
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    Chapter 41 Modularization Challenges in Prolog: What to Divide and Conquer in AI
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    Chapter 42 Graph–Based Anomaly Detection Using Fuzzy Clustering
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    Chapter 43 A New Cluster-Aware Regularization of Neural Networks
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    Chapter 44 Using Consumer Reviews for Demand Planning: Case of Configurable Products
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    Chapter 45 A Hesitant Fuzzy Correspondence Analysis
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    Chapter 46 Competitive Positioning Analysis with Learning Vector Quantization
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    Chapter 47 Using Support Vector Machine for the Prediction of Unpaid Credit Card Debts
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    Chapter 48 Analytics Powered by Cloud Infrastructure
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    Chapter 49 Stability of Complex-Valued Neutral-Type Neural Networks with Time-Varying Delays
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    Chapter 50 Suitability Evaluation of Blockchain–Based Systems Using Fuzzy ANP- A Case Study in a Logistics Company
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    Chapter 51 A Machine Learning-Based User Authentication Model Using Mobile App Data
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    Chapter 52 An Unsupervised Data Mining Approach for Clustering Customers of Abrasive Manufacturer
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    Chapter 53 An Interpretive Structural Fuzzy Analysis for CPFR Implementation Barriers: A Food Supply Chain Case Study
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    Chapter 54 C2C E-Commerce Fuzzy Risk Analysis with Buyer Perspective
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    Chapter 55 Risk Mitigation in Conference Tourism Service Supply Chains
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    Chapter 56 Sales Forecasting by Artificial Neural Networks for the Apparel Retail Chain Stores
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    Chapter 57 Agile Supplier Evaluation Using a Fuzzy Decision Making Procedure Based on Fuzzy Measure and Fuzzy Integral
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    Chapter 58 Decomposing the Impact of Sales Promotions on a Large Scale Retailer’s Business Performance
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    Chapter 59 Supply Chain Greenness Assessment Based on Intuitionistic Fuzzy Approaches
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    Chapter 60 Supplier Selection in a Construction Company Using Fuzzy AHP and Fuzzy TOPSIS
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    Chapter 61 A Methodology Proposal for Supplier Performance Evaluation: Fuzzy DEMATEL Method with Sustainability Integrated SCOR Model
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    Chapter 62 A Grey Approach to Evaluate Success and Risk Factors in Supply Chain Management
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    Chapter 63 Performance Measurement of Debt Collection Firms Using Spherical Fuzzy Aggregation Operators
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    Chapter 64 Customer Segmentation Method Determination Using Neutrosophic Sets
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    Chapter 65 Location Selection by Intuitionistic Fuzzy and Neutrosophic Aggregation Operators
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    Chapter 66 An Intuitionistic Fuzzy Axiomatic Design Approach for the Evaluation of Solid Waste Disposal Methods
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    Chapter 67 Evaluation of Logistics Service Providers with Uncertain Dynamic Intuitionistic Fuzzy Sets
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    Chapter 68 Multi Criteria Decision Making Based on TOPSIS Method with Extended Fuzzy Sets
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    Chapter 69 Dynamic Intuitionistic Fuzzy Multi Attribute Decision Making for CNC Router Selection
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    Chapter 70 Assessment of Big Data Vendors by Intuitionistic Fuzzy TODIM
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    Chapter 71 Stakeholder Communication Impact on the Success of IT Project – Fuzzy Approach
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    Chapter 72 Intuitionistic Fuzzy InterCriteria Approach to the Assessment in a Fast Food Restaurant
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    Chapter 73 Analysis of Success Factors in Aviation 4.0 Using Integrated Intuitionistic Fuzzy MCDM Methods
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    Chapter 74 Evaluation of Home Health Care Vehicle Routing Methods by Intuitionistic Fuzzy AHP
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    Chapter 75 Site Selection for Solar Power Plants Using Integrated Two-Stage Hybrid Method Based on Intuitionistic Fuzzy AHP and COPRAS Approach
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    Chapter 76 Research and Development Project Selection via IF-DEMATEL and IF-TOPSIS
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    Chapter 77 Make-or-Buy Decision Using Interval-Valued Intuitionistic Fuzzy COPRAS Method
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    Chapter 78 Career Planning with Personality Inventories and Intuitionistic Fuzzy Analytic Hierarchy Process
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    Chapter 79 An Integrated Interval-Valued Neutrosophic AHP and TOPSIS Methodology for Sustainable Cities’ Challenges
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    Chapter 80 Neutrosophic TOPSIS Method for Technology Evaluation of Unmanned Aerial Vehicles (UAVs)
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    Chapter 81 Healthcare Service Provider Type Selection of the Medical Tourists by Using Neutrosophic Sets
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    Chapter 82 Evaluation of Defense Strategies by Using a MCDM Methodology Based on Neutrosophic Sets: A Case Study for Turkey
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    Chapter 83 An Integrated Model with Interval Valued Neutrosophic Sets for the Selection of Lean and Sustainable Suppliers
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    Chapter 84 Evaluating Innovation Projects in Air Cargo Sector with Fuzzy COPRAS
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    Chapter 85 Evaluation of User Preference Criteria on Smart Technologies for Smart Buildings
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    Chapter 86 The Use of Fuzzy DEMATEL for Urban Sustainable Development
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    Chapter 87 Fuzzy Logic Methods in Decision-Making Processes: Application in the Shotgun Sector
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    Chapter 88 Decision Making Under Fuzzy Environment with Incomplete Information
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    Chapter 89 Evaluation of Hydroponic System in Vertical Farming via Fuzzy EDAS Method
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    Chapter 90 Selecting Strategic Partner for Iranian Official Airline Based on Mixed Fuzzy AHP and COPRAS Methods
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    Chapter 91 FLINTSTONES 2.0 an Open and Comprehensive Fuzzy Tool for Multi-criteria Decision Analysis
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    Chapter 92 Evaluation of Social Sustainable Development Factors Using Buckley’s Fuzzy AHP Based on Z-Numbers
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    Chapter 93 Application of Fuzzy TOPSIS for Credit Scoring
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    Chapter 94 Project and Analyst and Software Engineer Ranking and Job Assignment Problem Solution in Software Development Projects with Fuzzy Multi Criteria Decision Making Techniques
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    Chapter 95 A Fuzzy MCDM Approach for Project Selection Criteria Prioritization in a Big-Four Company: Evidences from Turkey Consultancy Sector
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    Chapter 96 Evaluation of Small Household Appliances’ Collection Method with Fuzzy MCDM Approach: A Case of Turkey
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    Chapter 97 Leg Base Airline Flight Carbon Emission Performance Assessment Using Fuzzy ANP
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    Chapter 98 Evaluation of Electric Vehicles Station Locations with an Extended TOPSIS Methodology Using Probabilistic Linguistic Term Sets
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    Chapter 99 Supplier Selection Using Fuzzy Analytic Network Process
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    Chapter 100 Supplier Selection with Intuitionistic Fuzzy AHP and Goal Programming
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    Chapter 101 An Integrated Balanced Scorecard and Fuzzy BOCR Decision Model for Performance Evaluation
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    Chapter 102 Fuzzy Prioritization of Factors Affecting Employer Branding for Employees
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    Chapter 103 Analysis of Relation Between Human Development and Competitiveness Using Fuzzy ANP and DEA
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    Chapter 104 AS/RS Technology Selection Using Interval-Valued Pythagorean Fuzzy WASPAS
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    Chapter 105 Pythagorean Fuzzy AHP Method for the Selection of the Most Appropriate Clean Energy Technology
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    Chapter 106 Assessment of Renewable Energy Alternatives with Pythagorean Fuzzy WASPAS Method: A Case Study of Turkey
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    Chapter 107 Smart Meter Selection Using Pythagorean Fuzzy Analytic Hierarchy Process
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    Chapter 108 Multi-criteria and Multi-expert Wind Power Farm Location Selection Using a Pythagorean Fuzzy Analytic Hierarchy Process
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    Chapter 109 A Fuzzy Based Risk Assessment Model with a Real Case Study
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    Chapter 110 Risk Analysis of the Autonomous Vehicle Driving Systems by Using Pythagorean Fuzzy AHP
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    Chapter 111 Evaluating Blockchain Risks by Using a MCDM Methodology Based on Pythagorean Fuzzy Sets
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    Chapter 112 Measuring the Performance of Factoring and Financial Leasing Firms Under Balanced Scorecard Perspective Using Pythagorean Fuzzy Sets
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    Chapter 113 Evaluation of Entrepreneurial Support Projects by Using IFS Type-2 Fuzzy Sets
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    Chapter 114 Assessment of Additive Manufacturing Technology by Pythagorean Fuzzy CODAS
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    Chapter 115 AS/RS Technology Selection Using Spherical Fuzzy TOPSIS and Neutrosophic TOPSIS
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    Chapter 116 Spherical Fuzzy Sets and Decision Making Applications
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    Chapter 117 Spherical Fuzzy Analytic Hierarchy Process (AHP) and Its Application to Industrial Robot Selection
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    Chapter 118 Spherical Fuzzy VIKOR Method and Its Application to Waste Management
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    Chapter 119 Innovative Teaching Feedback System Design Using Hesitant Fuzzy AHP Approach
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    Chapter 120 Weighting Performance Indicators of Debt Collection Offices by Using Hesitant Fuzzy AHP
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    Chapter 121 Double Hierarchy Hesitant Fuzzy Linguistic Term Based MULTIMOORA Model for Solar Energy Investment Decision
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    Chapter 122 Energy Management Maturity Model Based on Fuzzy Logic
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    Chapter 123 A Fuzzy Based MCDM Methodology for Risk Evaluation of Cyber Security Technologies
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    Chapter 124 An Integrated Hesitant Fuzzy Approach to a Job Evaluation and Application in a Food Company
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    Chapter 125 Evaluation of Smart Health Technologies with Hesitant Fuzzy MCDM Methods
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    Chapter 126 Analysis of e-Government Strategies with Hesitant Fuzzy Linguistic Multi-Criteria Decision Making Techniques
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    Chapter 127 Evaluation of Supply Chain Analytics Maturity Level with a Hesitant Fuzzy MCDM Technique
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    Chapter 128 Failure Mode and Effect Analysis Using Interval Valued Neutrosophic Sets
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    Chapter 129 Malcolm Baldrige National Quality Award Assessment Using Interval Valued Pythagorean Fuzzy Sets
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    Chapter 130 A Risk Assessment Approach Using Both Stochastic Data and Subjective Judgments
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    Chapter 131 Design Factors for Sustainable University Campus via Interval Type 2 Fuzzy Set
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    Chapter 132 Pipeline Leak Detection and Estimation Using Fuzzy-Based PI Observer
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    Chapter 133 Developing the Neutrosophic Fuzzy FMEA Method as Evaluating Risk Assessment Tool
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    Chapter 134 An Intuitionistic Fuzzy Cognitive Map Approach to Evaluate Success Factors of Lean Six Sigma Project Management Methodology
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    Chapter 135 Evaluating Indoor Air Quality in Offices and Classrooms Using Fuzzy Logic
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    Chapter 136 DIFACONN-Miner II Algorithm to Discover Causes of Quality Defects
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    Chapter 137 Intuitionistic Fuzzy C-Control Charts Using Fuzzy Comparison Methods
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    Chapter 138 Smart Fridge Design with Interval-Valued Intuitionistic Fuzzy QFD
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    Chapter 139 Fuzzy Linguistic Integrated Methodology for Sustainable Hospital Building Design
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    Chapter 140 Fuzzy AHP-QFD Methodology and Its Application to Retail Chain
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    Chapter 141 A Hybrid Risk Assessment Method for Mining Sector Based on QFD, Fuzzy Logic and AHP
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    Chapter 142 Determination of Denim Fabric’s Air Permeability with Image Processing Using Fuzzy C Means
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    Chapter 143 A Novel Neighborhood Generation Method for Heuristics and Application to Traveling Salesman Problem
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    Chapter 144 An Intelligent Feature Selection Method for Finding Rough Set Reducts Based on Tug of War Optimization Algorithm
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    Chapter 145 An Empirical Analysis of Swarm Intelligence Techniques on ATM Cash Withdrawal Forecasting
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    Chapter 146 Exploitation and Comparison of Computational Intelligence Techniques on the Feature Selection Problem
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    Chapter 147 Diagnosis of Heart Disease Using an Intelligent Method: A Hybrid ANN – GA Approach
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    Chapter 148 Fuzzy Multi-Objective Decision Making Approach for Nuclear Power Plant Installation
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    Chapter 149 Intelligent Systems for Disaster Management: Unmanned Aerial Vehicles’ Surveillance Problem with Energy Consumption Constraints
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    Chapter 150 An Interval-Valued Intuitionistic Fuzzy Approach to the Assignment Problem
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    Chapter 151 A Simultaneous Lot-Sizing and Scheduling Problem with Energetic Aspects
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    Chapter 152 Fuzzy Evaluation of a New Search Engine Project to Fundraise NGOs
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    Chapter 153 Fuzzy Volatility of Project Option Value Based on Trapezoidal Membership Functions
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    Chapter 154 Some Statistical and CI Models to Predict Chaotic High-Frequency Financial Data
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    Chapter 155 An Evaluation Model for Intelligent Farming Systems: A Fuzzy Logic Based Simulation Approach
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    Chapter 156 Improvement of the Simulation Model for High Accuracy Leaf Spring Test Bench by Implementing Fuzzy Logic
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    Chapter 157 Robust Fuzzy Sliding Mode Controller Design for a Multiple Sclerosis Model
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    Chapter 158 A Proposed Service Level Improvement Methodology for Public Transportation Using Interval Type-2 Fuzzy EDAS Based on Customer Satisfaction Data
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    Chapter 159 Machine Criticality Level Assignment with Fuzzy Inference System for RCM
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    Chapter 160 Causes and Effects of Climate Change via a Fuzzy Inference System
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    Chapter 161 Human Reliability Analysis in Healthcare: A Scenario Analysis
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Title
Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making
Published by
Springer International Publishing, January 2020
DOI 10.1007/978-3-030-23756-1
ISBNs
978-3-03-023755-4, 978-3-03-023756-1
Editors

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

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The data shown below were collected from the profiles of 2 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 54 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 54 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 10 19%
Student > Ph. D. Student 10 19%
Researcher 6 11%
Student > Bachelor 4 7%
Other 2 4%
Other 4 7%
Unknown 18 33%
Readers by discipline Count As %
Business, Management and Accounting 11 20%
Engineering 10 19%
Computer Science 7 13%
Economics, Econometrics and Finance 2 4%
Social Sciences 1 2%
Other 0 0%
Unknown 23 43%