Intelligent and Fuzzy Techniques : Proceedings of the INFUS 2020 Conference, Istanbul, Turkey, July 21-23 2020.

Bibliographic Details
Main Author: Kahraman, Cengiz
Other Authors: Cevik Onar, Sezi, Oztaysi, Basar, Sari, Irem Ucal, Cebi, Selcuk, Tolga, A. Cagri
Format: e-Book
Language:English
Published: Cham : Springer International Publishing AG, 2020.
Edition:1st ed.
Series:Advances in Intelligent Systems and Computing Series
Subjects:
Fuzzy sets-Congresses.
Electronic books.
Online Access:Full-text access
View in OPAC
Table of Contents:
  • 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.

Similar Items