Intelligent and Fuzzy Techniques Smart and Innovative Solutions Proceedings of the INFUS 2020 Conference Istanbul Turkey July 21 23 2020 1st Edition by Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi, Irem Ucal Sari, Selcuk Cebi, A Cagri Tolga ISBN 3030511553 978-3030511555

Intelligent and Fuzzy Techniques Smart and Innovative Solutions Proceedings of the INFUS 2020 Conference Istanbul Turkey July 21 23 2020 1st Edition by Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi, Irem Ucal Sari, Selcuk Cebi, A. Cagri Tolga- Ebook PDF Instant Download/Delivery: 3030511553, 978-3030511555

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Product details:

ISBN 10: 3030511553 

ISBN 13: 978-3030511555

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

 This book gathers the most recent developments in fuzzy & intelligence systems and real complex systems presented at INFUS 2020, held in Istanbul on July 21–23, 2020. The INFUS conferences are a well-established international research forum to advance the foundations and applications of intelligent and fuzzy systems, computational intelligence, and soft computing, highlighting studies on fuzzy & intelligence systems and real complex systems at universities and international research institutions. Covering a range of topics, including the theory and applications of fuzzy set extensions such as intuitionistic fuzzy sets, hesitant fuzzy sets, spherical fuzzy sets, and fuzzy decision-making; machine learning; risk assessment; heuristics; and clustering, the book is a valuable resource for academics, M.Sc. and Ph.D. students, as well as managers and engineers in industry and the service sectors.

Table of contents: 

1. Fuzzy Meets Privacy: A Short Overview

2. Intelligent Planning of Spatial Analysis Process Based on Contexts

3. The Method of Finding the Base Set of Intuitionistic Fuzzy Graph

4. Intuitionistic Fuzzy Assessments of the Abdominal Aorta and Its Branches

5. Mathematical Philosophy and Fuzzy Logic

6. Segmentation of Retail Consumers with Soft Clustering Approach

7. Segmentation Analysis of Companies’ Natural Gas Consumption by Soft Clustering

8. Comparison of Fuzzy C-Means and K-Means Clustering Performance: An Application on Household Budget Survey Data

9. A Hybrid Approach for Clustering and Selecting of Cloud Services Based on User Preferences Evaluation

10. Basket Patterns in Turkey: A Clustering of FMCG Baskets Using Consumer Panel Data

11. Journey Segmentation of Turkish Tobacco Users Using Sequence Clustering Techniques

12. A Survey on Spherical Fuzzy Sets and Clustering the Literature

13. Picture Fuzzy Linear Assignment Method and Its Application to Selection of Pest House Location

14.Simple Additive Weighting and Weighted Product Methods Using Picture Fuzzy Sets

15. Evaluating Sustainable Vehicle Technologies for Freight Transportation Using Spherical Fuzzy AHP and TOPSIS

16.Evaluating Strategic Entry Decisions Using Spherical Fuzzy Sets

17.Spherical Fuzzy Cost/Benefit Analysis of Wind Energy Investments

18.A Fuzzy Pricing Model for Mobile Advertisements by Using Spherical Fuzzy AHP Scoring

19. A Framework for Selection of the Best Food Waste Management Alternative by a Spherical Fuzzy AHP Based Approach

20.Using Spherical Fuzzy AHP Based Approach for Prioritization of Criteria Affecting Sustainable Supplier Selection

21.Estimating Shopping Center Visitor Numbers Based on Various Environmental Indicators

22.Predicting Customers’ Next-to-Be Purchased Products

23.Estimating Breathing Levels of Asthma Patients with Artificial Intelligence Methods

24.The Problem of Selection with the Fuzzy Axiomatic Design of MEMS Based Sensors in Industry 4.0 Predictive Maintenance Process

25.Fuzzy Based Noise Removal, Age Group and Gender Prediction with CNN

26.Click Prediction in Digital Advertisements: A Fuzzy Approach to Model Selection

27.Neural Fuzzy Inference Hybrid System with Support Vector Machine for Identification of False Singling in Stock Market Prediction for Profit Estimation

28.Estimation of Potential Locations of Trade Objects on the Basis of Fuzzy Set Theory

29.Surface Roughness Prediction Using ANFIS and Validation with Advanced Regression Algorithms

30. Predicting Likelihood to Purchase of Users for E-commerce

31. Webpage Design Based on Generation Differences Using Hesitant Fuzzy Sets

32. A Hesitant Fuzzy Linguistic Group Decision Making Model for Energy Storage Unit Selection

33.Solar Energy Power Plant Investment Selection with Unbalanced Hesitant Fuzzy Linguistic MULTIMOORA Method Based Score-HeDLiSF

34.Application of Linear Programming Model in Multiple Criteria Decision Making Under the Framework of Interval-Valued Hesitant Fuzzy Sets

35.Evaluation of the Fourth Party Logistics Provider Under Neutrosophic Environment

36.A* Algorithm Under Single-Valued Neutrosophic Fuzzy Environment

37.Bipolar Neutrosophic Fuzzy Dijkstra Algorithm and Its Application

38.Physician Selection with a Neutrosophic Multi-criteria Decision Making Method

39.An Intuitionist Fuzzy Method for Discovering Organizational Structures that Support Digital Transformation

40.Modeling Humanoid Robots Mimics Using Intuitionistic Fuzzy Sets

41.Understanding the Blockchain Technology Adoption from Procurement Professionals’ Perspective – An Analysis of the Technology Acceptance Model Using Intuitionistic Fuzzy Cognitive Maps

42.Distance and Similarity Measures of Generalized Intuitionistic Fuzzy Soft Set and Its Applications in Decision Support System

43.Intuitionistic Fuzzy Analysis of Variance of Movie Ticket Sales

44.Interval Valued Intuitionistic Fuzzy Gaussian Membership Function: A Novel Extension

45.An Integrated IVIF-DEMATEL and IVIF-TOPSIS Methodology for Hotel Information System Selection

46.Decision Making Using New Distances of Intuitionistic Fuzzy Sets and Study Their Application in the Universities

47.Some New Ordered Semi-linear Spaces of Intuitionistic Fuzzy Processes and the Pair of Closely Related States

48.Emergency Decision Making Problem of Power Cut in Turkey Using Pythagorean Fuzzy Thermodynamic Approach with Prospect Theory

49.Multi-criteria Cloud Computing Service Provider Selection Employing Pythagorean Fuzzy AHP and VIKOR

50.Extension of Classical Analytic Hierarchy Process Using q-Rung Orthopair Fuzzy Sets and Its Application to Disaster Logistics Location Center Selection

51.Interval Valued q-Rung Orthopair Fuzzy Prioritized Dual Muirhead Mean Operator and Their Application in Group Decision Making

52.Fuzzy Capital Budgeting Using Fermatean Fuzzy Sets

53.Interval Valued q-Rung Orthopair Fuzzy EDAS Method and Its Application to Supplier Selection

54.Hamacher Aggregation Operators Based on Interval-Valued q-Rung Orthopair Fuzzy Sets and Their Applications to Decision Making Problems

55.Similarity Measures of q-Rung Orthopair Fuzzy Sets Based on Square Root Cosine Similarity Function

56.The Dice (Sorensen) Similarity Measures for Optimal Selection with q-Rung Orthopair Fuzzy Information

57.Technology Selection of Indoor Location Systems Using Interval Valued Type-2 Intuitionistic Fuzzy WASPAS

58.Evaluating the Influencing Factors on Adoption of Self-driving Vehicles by Using Interval-Valued Pythagorean Fuzzy AHP

59.Evaluation of Maintenance Strategies Using Pythagorean Fuzzy TOPSIS Method

60.Process Robot Automation Selection with MADM in Airline Cargo Sector

61.Smart System Evaluation in Vertical Farming via Fuzzy WEDBA Method

62.Blockchain Software Selection for a Maritime Organization with MCDM Method

63.Prioritization of Influence Factors for Selecting E–Learning Systems

64.Special Agriculture Production Selection Using Interval Type-2 Fuzzy AHP

65.Investigating Enablers to Improve Transparency in Sustainable Food Supply Chain Using F-BWM

66. Resilience Measurement System: A Fuzzy Approach

67. Road Selection for Autonomous Trucks in Turkey with Fuzzy AHP

68. Multi-criteria Oil Station Location Evaluation Using Spherical AHP&WASPAS: A Real-Life Case Study

69.Managing Cultural Built Heritage in Smart Cities Using Fuzzy and Interval Multi-criteria Decision Making

70.Criteria Weighting for Blockchain Software Selection Using Fuzzy AHP

71.A Proposed Decision Making Methodology to Select IT Suppliers for Software Development Outsourcing in Banking Sector Using EDAS Method

72. Analysis of Traffic Accidents to Identify Factors Affecting Injury Severity with Fuzzy and Crisp Techniques

73. Logistics Performance Index (LPI) Analysis with Using AHP and Fuzzy AHP

74. Sustainable Transportation Service Provider Evaluation Utilizing Fuzzy MCDM Procedure

75. Development of Assessment Model for Selection of Sustainable Energy Source in India: Hybrid Fuzzy MCDM Approach

76. Evaluation of Criteria that Affect the Sustainability of Smart Supply Chain in a Textile Firm by Fuzzy SWARA Method

77. Green Supplier Selection Using Intuitionistic Fuzzy AHP and TOPSIS Methods: A Case Study from the Paper Mills

78. InterCriteria Analysis Applied to Emerging Europe and Central Asia University Rankings

79. Determining Significant Factors Affecting Vaccine Demand and Factor Relationships Using Fuzzy DEMATEL Method

80. Benchmarking and Visualization of the Ergonomic Risks in a Manufacturing Plant: Joint Application of Fuzzy AHP and Treemap

81. An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments

82. Different Approaches to Fuzzy Extension of an MCDA Method and Their Comparison

83. Multi-objective Task Scheduling in Cloud Computing Environment by Hybridized Bat Algorithm

84. Qualitative Factors in the Fuzzy Earned Value Method

85. The Novel Integrated Model of Plithogenic Sets and MAIRCA Method for MCDM Problems

86. An Alternative Approach for Performance Evaluation: Plithogenic Sets and DEA

87. Multi-criteria Decision Making Problem with Intuitionistic Fuzzy Sets: A Novel Ranking Method

88. Preference-Oriented Fuzzy TOPSIS Method

89. A New Approach to Analyze Perceived Design Quality of Mobile Phone Using Fuzzy Hierarchical Conjoint Analysis

90. Congestion Trajectories Using Fuzzy Gaussian Travel Time Based on Mesoscopic and Cellular Automata Traffic Model

91. Data Mining Algorithms for Classification Model of Engineering Grade

92. A Fuzzy Strategy Analysis Simulator for Exploring the Potential of Industry 4.0 in End of Life Aircraft Recycling

93. Knowledge Data Discovery (Frequent Pattern Growth): The Association Rules for Evergreen Activities on Computer Monitoring

94. Enabling Big Data Analytics at Manufacturing Fields of Farplas Automotive

95. Big Data Analytics Framework for Smart City Real-Time Fuzzy Complex Event Processing

96. Cloud Based Big Data DNS Analytics at Turknet

97. A Combined Bioinspired Algorithm for Big Data Processing

98. Exploration of the Waves of Feminism Using Sentiment Based Text Mining Techniques

99. SVM-Based Hybrid Robust PIO Fault Diagnosis for Bearing

100. Modeling Urban Traffic by Means of Traffic Density Data: Istanbul Case

101. Realising Newspaper Sales by Using Statistic Methods

102. Extensions of Fuzzy Sets in Big Data Applications: A Literature Review

103. A Big Data Semantic Driven Context Aware Recommendation Method

104. Blended Environment of Naive Bayes and Support Vector Machine (SVM) for Designing Simulation Based E-Learning Respiratory System

105. InterCriteria Analysis of Public Health Data in Bulgaria

106. A Case Study on Vehicle Battery Manufacturing Using Fuzzy Analysis of Variance

107. New Suggestion for Fuzzy Random Variable and Its Statistical Simulation

108. Fuzzy Centrality Analysis for Smart City Trajectories

109. Improving Customer Experience for an Internet Service Provider: A Neural Networks Approach

110. Segmentation of Larynx Histopathology Images via Convolutional Neural Networks

111. Glioma Brain Tumor Grade Classification from MRI Using Convolutional Neural Networks Designed by Modified FA

112. Dynamic System Control Using Z-number Based Fuzzy Neural Network

113. Comprehensive Research of the Commodity Market: Theoretical, Methodological and Modern Approaches Using Neural Networks with Fuzzy Logic

114. The Maximum Lexicographic Contraflow Finding in a Fuzzy Dynamic Network

115. An Enhanced Particle Swarm Optimization with Levy Flight for RBF Neural Network in Typical Karst Area, South China

116. 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

117. Marketing Strategy Selection Using Fuzzy Analytic Network Process

118. A Deep Learning Model for Skin Lesion Analysis Using Gaussian Adversarial Networks

119. Learning Channel-Wise Ordered Aggregations in Deep Neural Networks

120. Design of Nano-scale Synaptic Neural Network Using RRAM

121. Neural Network-Based Control Framework for SISO Uncertain System: Passive Fault Tolerant Approach

122. Forecasting the Day-Ahead Prices in Electricity Spot Market of Turkey by Using Artificial Neural Networks

123. Using Formal Concept Analysis Tools in Road Environment-Type Detection

124. An Intelligent Overtaking Assistant System for Autonomous Vehicles

125. Predicting Movie Ratings with Machine Learning Algorithms

126. Trajectory Tracking of a Quadcopter Using Adaptive Neuro-Fuzzy Controller with Sliding Mode Learning Algorithm

127. Influencer Identification System Design Using Machine Learning Techniques

128. Efficient and Real-Time Face Recognition Based on Single Shot Multibox Detector

129. Machine Learning-Based Robust Feedback Observer for Fault Diagnosis in Bearing

130. Malfunction Detection on Production Line Using Machine Learning: Case Study in Wood Industry

131. Classification of Breast DCE-MRI Images via Boosting and Deep Learning Based Stacking Ensemble Approach

132. Machine Learning Approach for Automatic Categorization of Service Support Requests on University Information Management System

133. Comparative Study of Different Machine Learning Models for Remote Sensing Bathymetry Inversion

134. Container Terminal Workload Modeling Using Machine Learning Techniques

135. Usage of Machine Learning Algorithms for Flow Based Anomaly Detection System in Software Defined Networks

136. Speech Analysis with Deep Learning to Determine Speech Therapy for Learning Difficulties

137. A Compromise-Based New Approach to Learning Fuzzy Cognitive Maps

138. Fuzzy Analytics of Spaces’ Dynamic Use in Smart Buildings

139. Object Monitoring Under Z-Information Based on Rating Points

140. An Intelligent Decision Support System: Application of Fuzzy Tools and System Dynamics Modelling

141. Fuzzy Uncertainty Modelling in Cost and Cash Flow Forecasting in Project

142. Fuzzy System for Building Energy Flows Management

143. Fuzzy RFM Analysis: An Application in E-Commerce

144. A New Structure of Nullnorms on Bounded Lattices

145. A New Perspective to Design Phase of Water Supply Systems from Aspect of Water Demand Using Fuzzy Automation

146. Fuzzy Cognitive Map Based PI Controller Design

147. On 2-Fuzzy Metric Spaces

148. Some Properties of Partial Fuzzy Metric Topology

149. Fuzzy Classifier Based Colorimetric Quantification Using a Smartphone

150. LabHub: A New Generation Architecture Proposal for Intelligent Healthcare Medical Laboratories

151. Center-of-Gravity Real Options Method Based on Interval-Valued Fuzzy Numbers

152. Fusing Fuzzy Preferences in Contexts of Social Choice: Towards a Topological Structure

153. Understanding the Behavior of Zadeh’s Extension Principle for One-to-One Functions by R Programming Language

154. Intuitionistic Fuzzy Z-numbers

155. Risk Assessment of R&D Activities Using Intuitionistic Fuzzy AHP and FIS

156. Risk Matrix Technique Based Fuzzy MCDM Risk Assessment Method and Application in Glass Industry

157. A New Risk Assessment Approach for Occupational Health and Safety Applications

158. Intuitionistic Fuzzy Group Decision Making on Risk Assessment and Control Efficiency of Accounting Information Systems with TOPSIS

159. Evaluation of Occupational Safety Risk in Underground Mining Using Fuzzy Bayesian Network

160. Risk Analysis for Digitalization Oriented Sustainable Supply Chain Using Interval-Valued Pythagorean Fuzzy AHP

161. Design for Six Sigma and Process Capability Using Penthagorean Fuzzy Sets

162. Defects Control Charts Using Interval-Valued Penthagorean Fuzzy Sets

163. Fuzzy AHP Based Prioritization and Taxonomy of Information Quality Factors in Accounting Information Systems

Here are the titles with the author names removed:

164. Analytical Techniques to Compute and Capability Indices by R Software

165. Proposal of Genetic Algorithm Approach for Solving Single Machine Scheduling Problem Under Learning Effect

166. Hybrid Krill Herd Algorithm with Particle Swarm Optimization for Image Enhancement

167. Distributed Fuzzy Permutation Flow Shop Scheduling Problem: A Bee Colony Algorithm

168. Fuzzy Metaheuristics: A State-of-the-Art Review

169. Fuzzy and Evolutionary Algorithms for Transport Logistics Under Uncertainty

170. Using GA for Locating Post-disaster Field Hospitals: The Case of Istanbul

171. Optimization of Spatial-Time Planning Resource Allocation Under Uncertainty

172. Solving Fuzzy Multi-objective Linear Programming Problems Using Multi-player Zero-Sum Game

173. A Bioinspired Algorithm for Improving the Effectiveness of Knowledge Processing

174. Spatial Coherence Radius of Plane Wave Propagating in Anisotropic Maritime Atmospheric Turbulence

175. A Comparative Performance Analysis of Consensus Models Based on a Minimum Cost Metric

176. Pedestrian Detection Based on Improved Mask R-CNN Algorithm

177. A Revised Weighted Fuzzy C-Means and Center of Gravity Algorithm for Probabilistic Demand and Customer Positions

178. Mobile Application Based Automatic Caption Generation for Visually Impaired

179. Chaos Control of BLDC Motor via Fuzzy Based PID Controller

180. Sustainability Oriented Scheduling Procedure for Public Projects

181. Optimization of an Oil Refinery Valuation System Through the Intuitionistic Fuzzy InterCriteria Analysis

182. Double Edge–Vertex Domination

183. Order Acceptance Scheduling on a Single Machine with Energy Aspects

184. The Analysis of Human Oriented System of Weighted Fuzzy Petri Nets for the Passenger Transport Logistics Problem

185. Concepts and Methods of “Digital Twins” Models Creation in Industrial Asset Performance Management Systems

186. Finding the Optimal Features Reduct, a Hybrid Model of Rough Set and Polar Bear Optimization

187. Design and Manufacture a Vehicle Auxiliary System Model Controlled by Using Smartphone

188. A Study on Vehicle Air Condition System Model Controlled by Using Smartphone

189. Multi-shift Single-Vehicle Routing Problem Under Fuzzy Uncertainty

190. On Merrifield-Simmons Index of Trees

191. A Fuzzy Goal Programming Model to Evaluate Green Energy Alternatives

192. Application of Fuzzy Logic Model for Correct Lighting in Computer Aided Interior Design Areas

193. Extensions of Ordinary Fuzzy Sets: A Comparative Literature Review

194. Systematic Literature Review for Work Sampling with IOT Technology in Retail Store Operations

195. Engineering Economics Using Fuzzy Sets: A Literature Review

196. Scientific Cooperation in the Field of Economics in Selected European Countries

197. Sentiment Analysis on Students’ Evaluation of Higher Educational Institutions

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Tags: Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi, Irem Ucal Sari, Selcuk Cebi, A Cagri Tolga, Intelligent, Fuzzy Techniques Smart, Innovative Solutions Proceedings