Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making : Proceedings of the INFUS 2019 Conference, Istanbul, Turkey, July 23-25, 2019

This book includes the proceedings of the Intelligent and Fuzzy Techniques INFUS 2019 Conference, held in Istanbul, Turkey, on July 23–25, 2019. Big data analytics refers to the strategy of analyzing large volumes of data, or big data, gathered from a wide variety of sources, including social networks, videos, digital images, sensors, and sales transaction records. Big data analytics allows data scientists and various other users to evaluate large volumes of transaction data and other data sources that traditional business systems would be unable to tackle. Data-driven and knowledge-driven approaches and techniques have been widely used in intelligent decision-making, and they are increasingly attracting attention due to their importance and effectiveness in addressing uncertainty and incompleteness. INFUS 2019 focused on intelligent and fuzzy systems with applications in big data analytics and decision-making, providing an international forum that brought together those actively involved in areas of interest to data science and knowledge engineering. These proceeding feature about 150 peer-reviewed papers from countries such as China, Iran, Turkey, Malaysia, India, USA, Spain, France, Poland, Mexico, Bulgaria, Algeria, Pakistan, Australia, Lebanon, and Czech Republic. Front Matter ....Pages i-xix Front Matter ....Pages 1-1 Bipolar Models for a More Realistic Representation and Processing of Human Judgments, Intentions and Preferences: A Role of Fuzzy Logic (Janusz Kacprzyk)....Pages 3-3 Nature-Inspired Optimization of Type-2 Fuzzy Logic Controllers (Oscar Castillo)....Pages 4-6 Fuzzy Sets in Clustering: On Fuzzy Partitions (Vicenç Torra, Aránzazu Jurío, Humberto Bustince, Laya Aliahmadipour)....Pages 7-14 Principals of Spherical Fuzzy Sets (Fatma Kutlu Gündoğdu)....Pages 15-23 A Study on Vulnerability Parameters of Signed Fuzzy Graphs (R. Sundareswaran, R. Sujatha, Goksen Bacak-Turan)....Pages 24-32 A New Ranking Method for Triangular Intuitionistic Fuzzy Numbers (Gultekin Atalik, Sevil Senturk)....Pages 33-38 On the WABL Defuzzification Method for Intuitionistic Fuzzy Numbers (Ali Mert)....Pages 39-47 Evolution of L-Fuzzy Contexts Associated with Criteria (Cristina Alcalde, Ana Burusco)....Pages 48-55 Intuitionistic Fuzzy Density Based Spatial Clustering of Applications with Noise: IFDBSCAN (Mustafa Ünver, Nihal Erginel)....Pages 56-64 A Conceptual Study on RPAs as of Intelligent Automation (Özlen Erkal Sönmez, Dilek Yılmaz Börekçi)....Pages 65-72 Some Topological Indices in Fuzzy Graphs (Shriram Kalathian, Sujatha Ramalingam, Sundareswaran Raman, Narasimman Srinivasan)....Pages 73-81 The Quick Exposure Check (QEC) Model Proposal Based on Fuzzy Logic for Work-Related Musculoskeletal Risk Assessment (Yildiz Kose, Ayse Nur Karabayir, Emre Cevikcan)....Pages 82-88 Parameter Estimation and Fuzzy Controller Design for a Two-Axis Gimbal (Roya Jahanandish, Amir Khosravifard, Ramin Vatankhah, Vahid Cheraghi)....Pages 89-97 A Likelihood Method for the Comparison of Intuitionistic Trapezoidal Fuzzy Numbers (Hatice Ercan-Tekşen)....Pages 98-105 Design and Implementation of Adaptive Fuzzy PD Line Following Robot (Anıl Sezgin, Ömer Çetin)....Pages 106-114 An Improved Fuzzy Cognitive Mapping Method (Umut Asan, Cigdem Kadaifci)....Pages 115-122 Extending QFD with Pythagorean Fuzzy Sets for Sustainable Supply Chain Management (Gülçin Büyüközkan, Gizem Çifçi)....Pages 123-132 A New Community Detection Algorithm Based on Fuzzy Measures (Inmaculada Gutiérrez, Daniel Gómez, Javier Castro, Rosa Espínola)....Pages 133-140 Advanced Fuzzy Observer-Based Fault Identification for Robot Manipulators (Farzin Piltan, Jong-Myon Kim)....Pages 141-148 Front Matter ....Pages 149-149 Process Mining Application for Analysis of Customer’s Different Visits in a Shopping Mall (Onur Dogan, Carlos Fernandez-Llatas, Basar Oztaysi)....Pages 151-159 Gender Prediction from Classified Indoor Customer Paths by Fuzzy C-Medoids Clustering (Onur Dogan, Basar Oztaysi)....Pages 160-169 A Fuzzy Base Classifier for Fuzzy Data Included Location Segmentation (Sultan Ceren Oner, Basar Oztaysi)....Pages 170-177 A Decision Support System to Optimize Debt Collection Assignments (Sezi Cevik Onar, Basar Oztaysi, Cengiz Kahraman, Ersan Öztürk)....Pages 178-187 Combining Classifier Ensembles with Fuzzy Clustering to Predict Online Food Sales (Mahir Oner, Ceren Oner)....Pages 188-196 Solar Radiation Prediction Based on Machine Learning for Istanbul in Turkey (Veysel Çoban, Sezi Çevik Onar)....Pages 197-204 Click and Sales Prediction for Digital Advertisements: Real World Application for OTAs (Ahmet Tezcan Tekin, Ferhan Cebi)....Pages 205-212 Intelligent Visual Analysis in Employee Fraud Detection (Buket Doğan, Başar Öztayşi)....Pages 213-220 Social Media and Clickstream Analysis in Turkish News with Apache Spark (Didem Makaroğlu, Altan Çakır, Koray Kocabaş)....Pages 221-228 Real Time Content-Based News Recommendation in Turkish with Apache Spark (Altan Çakır, Mert Candar, Didem Makaroğlu, Koray Kocabaş)....Pages 229-237 A Fuzzy Neural Tree for the Evaluation of Shape in an Architectural Design (Michael S. Bittermann, Ecenur Yavuz, Ozer Ciftcioglu)....Pages 238-246 Multi-class Categorization of User-Generated Content in a Domain Specific Medium: Inferring Product Specifications from E-Commerce Marketplaces (Kemal Toprak Uçar, M. Borahan Tümer, Mustafa Kıraç)....Pages 247-256 Forecasting Box Office Performances Using Machine Learning Algorithms (Sandy Çağlıyor, Başar Öztayşi, Selime Sezgin)....Pages 257-264 Use of Process Mining in Bank Real Estate Transactions and Visualization with Fuzzy Models (Ibrahim E. Yazici, Orhan Engin)....Pages 265-272 Prediction of Turkish Super League Match Results Using Supervised Machine Learning Techniques (Ahmet Emin Saricaoğlu, Abidin Aksoy, Tolga Kaya)....Pages 273-280 A Linguistic System of Defining and Controlling Project Success (Dorota Kuchta)....Pages 281-288 Football Player Value Assessment Using Machine Learning Techniques (Ahmet Talha Yiğit, Barış Samak, Tolga Kaya)....Pages 289-297 Partitioning the Time of Day for Bus Schedule Optimization (Alperen Bulut, Seda Yanık)....Pages 298-304 Predicting Cycle Times in Textile Manufacturing Using Artificial Neural Network (Erdem Onaran, Seda Yanık)....Pages 305-312 Car Damage Analysis for Insurance Market Using Convolutional Neural Networks (C. T. Artan, Tolga Kaya)....Pages 313-321 Application of Multiple Imputation Using Fuzzy Archaeological Data (Tutku Tuncalı Yaman)....Pages 322-329 Modularization Challenges in Prolog: What to Divide and Conquer in AI (Midainan Jean Kemtongue, Ahmet Egesoy)....Pages 330-337 Graph–Based Anomaly Detection Using Fuzzy Clustering (Çağatay Ateş, Süleyman Özdel, Emin Anarım)....Pages 338-345 A New Cluster-Aware Regularization of Neural Networks (Tolga Ahmet Kalaycı, Umut Asan, Murat Can Ganiz, Aydın Gerek)....Pages 346-353 Using Consumer Reviews for Demand Planning: Case of Configurable Products (Erkan Isikli, Mert Ketenci)....Pages 354-361 A Hesitant Fuzzy Correspondence Analysis (Erhan Bozdag, Ozgur Yanmaz, Cigdem Kadaifci)....Pages 362-368 Competitive Positioning Analysis with Learning Vector Quantization (Umut Asan)....Pages 369-376 Using Support Vector Machine for the Prediction of Unpaid Credit Card Debts (Meltem Yontar, Özge Hüsniye Namlı Dağ, Seda Yanık)....Pages 377-385 Analytics Powered by Cloud Infrastructure (Kıvanç Oktaş)....Pages 386-392 Stability of Complex-Valued Neutral-Type Neural Networks with Time-Varying Delays (Manchun Tan, Zhiqiang Song, Xuemei Zhang)....Pages 393-400 Suitability Evaluation of Blockchain–Based Systems Using Fuzzy ANP- A Case Study in a Logistics Company (Ayça Maden)....Pages 401-407 A Machine Learning-Based User Authentication Model Using Mobile App Data (Yosef Ashibani, Qusay H. Mahmoud)....Pages 408-415 An Unsupervised Data Mining Approach for Clustering Customers of Abrasive Manufacturer (Dilek Akburak, Necla Yel, Ozlem Senvar)....Pages 416-422 An Interpretive Structural Fuzzy Analysis for CPFR Implementation Barriers: A Food Supply Chain Case Study (Saliha Karadayi-Usta)....Pages 423-431 Front Matter ....Pages 433-433 C2C E-Commerce Fuzzy Risk Analysis with Buyer Perspective (Saliha Karadayi-Usta)....Pages 435-442 Risk Mitigation in Conference Tourism Service Supply Chains (Saliha Karadayi-Usta)....Pages 443-450 Sales Forecasting by Artificial Neural Networks for the Apparel Retail Chain Stores (Nadide Caglayan, Sule Itir Satoglu, E. Nisa Kapukaya)....Pages 451-456 Agile Supplier Evaluation Using a Fuzzy Decision Making Procedure Based on Fuzzy Measure and Fuzzy Integral (Nazli Goker, Mehtap Dursun, Y. Esra Albayrak)....Pages 457-463 Decomposing the Impact of Sales Promotions on a Large Scale Retailer’s Business Performance (Ömer Zeybek, Tolga Kaya, Burç Ülengin, Işıl Öztürk)....Pages 464-471 Supply Chain Greenness Assessment Based on Intuitionistic Fuzzy Approaches (Mete Han Topgul, Huseyin Selcuk Kilic, Gulfem Tuzkaya)....Pages 472-480 Supplier Selection in a Construction Company Using Fuzzy AHP and Fuzzy TOPSIS (Ayse Nur Karabayir, Ahmet Reha Botsali, Yildiz Kose, Emre Cevikcan)....Pages 481-487 A Methodology Proposal for Supplier Performance Evaluation: Fuzzy DEMATEL Method with Sustainability Integrated SCOR Model (Sinem Büyüksaatçi Kiriş, Dilek Yilmaz Börekçi, Tuğçe Koç)....Pages 488-496 A Grey Approach to Evaluate Success and Risk Factors in Supply Chain Management (Gülçin Büyüközkan, Öykü Ilıcak, Orhan Feyzioğlu)....Pages 497-505 Performance Measurement of Debt Collection Firms Using Spherical Fuzzy Aggregation Operators (Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi)....Pages 506-514 Front Matter ....Pages 515-515 Customer Segmentation Method Determination Using Neutrosophic Sets (Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi)....Pages 517-526 Location Selection by Intuitionistic Fuzzy and Neutrosophic Aggregation Operators (Eda Boltürk, Murat Gulbay, Cengiz Kahraman)....Pages 527-536 An Intuitionistic Fuzzy Axiomatic Design Approach for the Evaluation of Solid Waste Disposal Methods (Selcuk Cebi, Esra Ilbahar, Cengiz Kahraman)....Pages 537-545 Front Matter ....Pages 547-547 Evaluation of Logistics Service Providers with Uncertain Dynamic Intuitionistic Fuzzy Sets (Serhat Aydın)....Pages 549-557 Multi Criteria Decision Making Based on TOPSIS Method with Extended Fuzzy Sets (Hülya Torun, Münevver Gördebil)....Pages 558-566 Dynamic Intuitionistic Fuzzy Multi Attribute Decision Making for CNC Router Selection (Ahmet Aktas, Serhat Aydın, Mehmet Kabak)....Pages 567-573 Assessment of Big Data Vendors by Intuitionistic Fuzzy TODIM (Fethullah Göçer, Gülçin Büyüközkan)....Pages 574-582 Stakeholder Communication Impact on the Success of IT Project – Fuzzy Approach (Barbara Gładysz, Dorota Kuchta)....Pages 583-588 Intuitionistic Fuzzy InterCriteria Approach to the Assessment in a Fast Food Restaurant (Velichka Traneva, Stoyan Tranev)....Pages 589-597 Analysis of Success Factors in Aviation 4.0 Using Integrated Intuitionistic Fuzzy MCDM Methods (Gülçin Büyüközkan, Orhan Feyzioğlu, Celal Alpay Havle)....Pages 598-606 Evaluation of Home Health Care Vehicle Routing Methods by Intuitionistic Fuzzy AHP (Iskender Peker, Gokhan Caybasi, Gulcin Buyukozkan, Fethullah Gocer)....Pages 607-615 Site Selection for Solar Power Plants Using Integrated Two-Stage Hybrid Method Based on Intuitionistic Fuzzy AHP and COPRAS Approach (Sukran Seker)....Pages 616-624 Research and Development Project Selection via IF-DEMATEL and IF-TOPSIS (Ahmet Selcuk Yalcin, Huseyin Selcuk Kilic, Ezgi Guler)....Pages 625-633 Make-or-Buy Decision Using Interval-Valued Intuitionistic Fuzzy COPRAS Method (Elif Haktanır)....Pages 634-643 Career Planning with Personality Inventories and Intuitionistic Fuzzy Analytic Hierarchy Process (Şeymanur Kurt, Lale Özbakır)....Pages 644-652 An Integrated Interval-Valued Neutrosophic AHP and TOPSIS Methodology for Sustainable Cities’ Challenges (Ali Karaşan, Eda Bolturk, Cengiz Kahraman)....Pages 653-661 Front Matter ....Pages 663-663 Neutrosophic TOPSIS Method for Technology Evaluation of Unmanned Aerial Vehicles (UAVs) (Ali Karaşan, İhsan Kaya)....Pages 665-673 Healthcare Service Provider Type Selection of the Medical Tourists by Using Neutrosophic Sets (Saliha Kardayi-Usta, Cafer Erhan Bozdag)....Pages 674-682 Evaluation of Defense Strategies by Using a MCDM Methodology Based on Neutrosophic Sets: A Case Study for Turkey (Ali Karaşan, İhsan Kaya, Melike Erdoğan, Betül Özkan, Murat Çolak)....Pages 683-692 An Integrated Model with Interval Valued Neutrosophic Sets for the Selection of Lean and Sustainable Suppliers (Ahmet Selcuk Yalcin, Huseyin Selcuk Kilic, Nadide Caglayan)....Pages 693-701 Evaluating Innovation Projects in Air Cargo Sector with Fuzzy COPRAS (A. Cagri Tolga, Gul Durak)....Pages 702-710 Front Matter ....Pages 711-711 Evaluation of User Preference Criteria on Smart Technologies for Smart Buildings (Irem Ucal Sari, Doruk Karlikaya)....Pages 713-721 The Use of Fuzzy DEMATEL for Urban Sustainable Development (Lazim Abdullah, Nuraini Rahim)....Pages 722-729 Fuzzy Logic Methods in Decision-Making Processes: Application in the Shotgun Sector (Gökhan Özkan, Mehmet Hilmi Özdemir, Çiğdem Baskici, Merve Kadan, Yavuz Ercil)....Pages 730-736 Decision Making Under Fuzzy Environment with Incomplete Information (Ayta Yazici, Tuncay Gurbuz)....Pages 737-744 Evaluation of Hydroponic System in Vertical Farming via Fuzzy EDAS Method (A. Cagri Tolga, Berkan Gamsiz, Murat Basar)....Pages 745-752 Selecting Strategic Partner for Iranian Official Airline Based on Mixed Fuzzy AHP and COPRAS Methods (Gholam Ali Montazer, Kamran Nourianfar, Masoud Shayganmehr)....Pages 753-761 FLINTSTONES 2.0 an Open and Comprehensive Fuzzy Tool for Multi-criteria Decision Analysis (Álvaro Labella, Luis Martínez)....Pages 762-769 Evaluation of Social Sustainable Development Factors Using Buckley’s Fuzzy AHP Based on Z-Numbers (Nurdan Yildiz, Cengiz Kahraman)....Pages 770-778 Application of Fuzzy TOPSIS for Credit Scoring (Nihad Mehdiyev)....Pages 779-786 Project and Analyst and Software Engineer Ranking and Job Assignment Problem Solution in Software Development Projects with Fuzzy Multi Criteria Decision Making Techniques (İbrahim Yel)....Pages 787-795 A Fuzzy MCDM Approach for Project Selection Criteria Prioritization in a Big-Four Company: Evidences from Turkey Consultancy Sector (Tuğçe Beldek, Aziz Kemal Konyalıoğlu, Hatice Camgöz-Akdağ)....Pages 796-803 Evaluation of Small Household Appliances’ Collection Method with Fuzzy MCDM Approach: A Case of Turkey (Aziz Kemal Konyalıoğlu, İlke Bereketli Zafeirakopoulos)....Pages 804-811 Leg Base Airline Flight Carbon Emission Performance Assessment Using Fuzzy ANP (Furkan Aydogan, Ilke Bereketli Zafeirakopoulos)....Pages 812-819 Evaluation of Electric Vehicles Station Locations with an Extended TOPSIS Methodology Using Probabilistic Linguistic Term Sets (Busra Gulnihan Dascıoglu, Zeynep Tugce Kalender, Gülfem Tuzkaya, Huseyin Selcuk Kilic)....Pages 820-828 Supplier Selection Using Fuzzy Analytic Network Process (Bahar Sennaroglu, Orhan Akıcı)....Pages 829-834 Supplier Selection with Intuitionistic Fuzzy AHP and Goal Programming (Omer Ozkan, Serhat Aydin)....Pages 835-842 An Integrated Balanced Scorecard and Fuzzy BOCR Decision Model for Performance Evaluation (Kübra Karabece, Tuncay Gürbüz)....Pages 843-851 Fuzzy Prioritization of Factors Affecting Employer Branding for Employees (Ali Çolak, Aylin Adem, Metin Dağdeviren)....Pages 852-858 Analysis of Relation Between Human Development and Competitiveness Using Fuzzy ANP and DEA (Hakan Kılıç, Özgür Kabak)....Pages 859-866 AS/RS Technology Selection Using Interval-Valued Pythagorean Fuzzy WASPAS (Eda Boltürk, Cengiz Kahraman)....Pages 867-875 Front Matter ....Pages 877-877 Pythagorean Fuzzy AHP Method for the Selection of the Most Appropriate Clean Energy Technology (Ali Karaşan, Fatma Kutlu Gündoğdu, Cengiz Kahraman)....Pages 879-887 Assessment of Renewable Energy Alternatives with Pythagorean Fuzzy WASPAS Method: A Case Study of Turkey (Esra Ilbahar, Selcuk Cebi, Cengiz Kahraman)....Pages 888-895 Smart Meter Selection Using Pythagorean Fuzzy Analytic Hierarchy Process (Mehmet Yörükoğlu, Serhat Aydın)....Pages 896-904 Multi-criteria and Multi-expert Wind Power Farm Location Selection Using a Pythagorean Fuzzy Analytic Hierarchy Process (Irem Otay, Miguel Jaller)....Pages 905-914 A Fuzzy Based Risk Assessment Model with a Real Case Study (Selin Aslantaş, Serap Tepe, Bülent Mertoğlu)....Pages 915-925 Risk Analysis of the Autonomous Vehicle Driving Systems by Using Pythagorean Fuzzy AHP (Ali Karasan, İhsan Kaya, Melike Erdoğan, Ayşenur Budak)....Pages 926-934 Evaluating Blockchain Risks by Using a MCDM Methodology Based on Pythagorean Fuzzy Sets (Betül Özkan, İhsan Kaya, Melike Erdoğan, Ali Karaşan)....Pages 935-943 Measuring the Performance of Factoring and Financial Leasing Firms Under Balanced Scorecard Perspective Using Pythagorean Fuzzy Sets (Ezgi Demir, Çağlar Karamaşa, Serpil Altınırmak, Namık Kemal Erdoğan, Basil Okoth)....Pages 944-952 Evaluation of Entrepreneurial Support Projects by Using IFS Type-2 Fuzzy Sets (Sezi Cevik Onar, Basar Oztaysi, Cengiz Kahraman)....Pages 953-958 Assessment of Additive Manufacturing Technology by Pythagorean Fuzzy CODAS (Gülçin Büyüközkan, Fethullah Göçer)....Pages 959-968 AS/RS Technology Selection Using Spherical Fuzzy TOPSIS and Neutrosophic TOPSIS (Eda Boltürk)....Pages 969-976 Front Matter ....Pages 977-977 Spherical Fuzzy Sets and Decision Making Applications (Fatma Kutlu Gündoğdu, Cengiz Kahraman)....Pages 979-987 Spherical Fuzzy Analytic Hierarchy Process (AHP) and Its Application to Industrial Robot Selection (Fatma Kutlu Gündoğdu, Cengiz Kahraman)....Pages 988-996 Spherical Fuzzy VIKOR Method and Its Application to Waste Management (Fatma Kutlu Gündoğdu, Cengiz Kahraman, Ali Karaşan)....Pages 997-1005 Innovative Teaching Feedback System Design Using Hesitant Fuzzy AHP Approach (Basar Oztaysi, Sezi Cevik Onar, Cengiz Kahraman)....Pages 1006-1013 Front Matter ....Pages 1015-1015 Weighting Performance Indicators of Debt Collection Offices by Using Hesitant Fuzzy AHP (Basar Oztaysi, Mustafa Yücel, Sezi Cevik Onar, Ersan Öztürk, Cengiz Kahraman)....Pages 1017-1024 Double Hierarchy Hesitant Fuzzy Linguistic Term Based MULTIMOORA Model for Solar Energy Investment Decision (Veysel Çoban, Sezi Çevik Onar)....Pages 1025-1033 Energy Management Maturity Model Based on Fuzzy Logic (Veysel Çoban, Sezi Çevik Onar)....Pages 1034-1041 A Fuzzy Based MCDM Methodology for Risk Evaluation of Cyber Security Technologies (Melike Erdoğan, Ali Karaşan, İhsan Kaya, Ayşenur Budak, Murat Çolak)....Pages 1042-1049 An Integrated Hesitant Fuzzy Approach to a Job Evaluation and Application in a Food Company (Ahmet Sarucan, Aysel Söğüt)....Pages 1050-1058 Evaluation of Smart Health Technologies with Hesitant Fuzzy MCDM Methods (Esin Mukul, Merve Güler, Gülçin Büyüközkan)....Pages 1059-1067 Analysis of e-Government Strategies with Hesitant Fuzzy Linguistic Multi-Criteria Decision Making Techniques (Merve Güler, Esin Mukul, Gülçin Büyüközkan)....Pages 1068-1075 Evaluation of Supply Chain Analytics Maturity Level with a Hesitant Fuzzy MCDM Technique (Gülçin Büyüközkan, Merve Güler, Esin Mukul)....Pages 1076-1084 Failure Mode and Effect Analysis Using Interval Valued Neutrosophic Sets (Elif Haktanır, Cengiz Kahraman)....Pages 1085-1093 Front Matter ....Pages 1095-1095 Malcolm Baldrige National Quality Award Assessment Using Interval Valued Pythagorean Fuzzy Sets (Elif Haktanır, Cengiz Kahraman)....Pages 1097-1103 A Risk Assessment Approach Using Both Stochastic Data and Subjective Judgments (Suleyman Mete, Nurdan Ece Oz, Muhammet Gul, Faruk Serin, Erkan Celik)....Pages 1104-1111 Design Factors for Sustainable University Campus via Interval Type 2 Fuzzy Set (Sema Kayapinar Kaya, Nihal Erginel)....Pages 1112-1121 Pipeline Leak Detection and Estimation Using Fuzzy-Based PI Observer (Farzin Piltan, Jong-Myon Kim)....Pages 1122-1129 Developing the Neutrosophic Fuzzy FMEA Method as Evaluating Risk Assessment Tool (Sezen Ayber, Nihal Erginel)....Pages 1130-1137 An Intuitionistic Fuzzy Cognitive Map Approach to Evaluate Success Factors of Lean Six Sigma Project Management Methodology (Mehtap Dursun, Nazli Goker, Hakan Mutlu)....Pages 1138-1143 Evaluating Indoor Air Quality in Offices and Classrooms Using Fuzzy Logic (Ihsan Erozan, Emre Özel, Damlanur Talaz)....Pages 1144-1151 DIFACONN-Miner II Algorithm to Discover Causes of Quality Defects (Sinem Kulluk, Lale Özbakır)....Pages 1152-1160 Intuitionistic Fuzzy C-Control Charts Using Fuzzy Comparison Methods (Hatice Ercan-Teksen, Ahmet Sermet Anagün)....Pages 1161-1169 Smart Fridge Design with Interval-Valued Intuitionistic Fuzzy QFD (Gülçin Büyüközkan, Deniz Uztürk)....Pages 1170-1179 Fuzzy Linguistic Integrated Methodology for Sustainable Hospital Building Design (Deniz Uztürk, Alvaro Labella Romero, Gülçin Büyüközkan, Luis Martinez)....Pages 1180-1188 Fuzzy AHP-QFD Methodology and Its Application to Retail Chain (Sukran Seker)....Pages 1189-1197 A Hybrid Risk Assessment Method for Mining Sector Based on QFD, Fuzzy Logic and AHP (Ulas Cinar, Selcuk Cebi)....Pages 1198-1207 Determination of Denim Fabric’s Air Permeability with Image Processing Using Fuzzy C Means (Gözde Katircioğlu, Emel Kizilkaya Aydoğan, Mihrimah Özmen, Esra Akgül)....Pages 1208-1214 A Novel Neighborhood Generation Method for Heuristics and Application to Traveling Salesman Problem (Melike Öztürk, Çiğdem Alabaş Uslu)....Pages 1215-1221 Front Matter ....Pages 1223-1223 An Intelligent Feature Selection Method for Finding Rough Set Reducts Based on Tug of War Optimization Algorithm (Esin Ayşe Zaimoğlu, Numan Çelebi, Nilüfer Yurtay)....Pages 1225-1234 An Empirical Analysis of Swarm Intelligence Techniques on ATM Cash Withdrawal Forecasting (Esma Danaci, Ali Fuat Alkaya, Onur Gürkan Gültekin)....Pages 1235-1242 Exploitation and Comparison of Computational Intelligence Techniques on the Feature Selection Problem (Gülşah Tarakçi Kalayci, Ali Fuat Alkaya, Ramazan Algin)....Pages 1243-1249 Diagnosis of Heart Disease Using an Intelligent Method: A Hybrid ANN – GA Approach (Miray Akgül, Özlen Erkal Sönmez, Tuncay Özcan)....Pages 1250-1257 Fuzzy Multi-Objective Decision Making Approach for Nuclear Power Plant Installation (Esra Çakır, H. Ziya Ulukan)....Pages 1258-1265 Front Matter ....Pages 1267-1267 Intelligent Systems for Disaster Management: Unmanned Aerial Vehicles’ Surveillance Problem with Energy Consumption Constraints (Ebru Angün, Uğurcan Dündar)....Pages 1269-1278 An Interval-Valued Intuitionistic Fuzzy Approach to the Assignment Problem (Velichka Traneva, Stoyan Tranev)....Pages 1279-1287 A Simultaneous Lot-Sizing and Scheduling Problem with Energetic Aspects (Oussama Masmoudi, Alice Yalaoui, Yassine Ouazene, Hicham Chehade, Farouk Yalaoui)....Pages 1288-1296 Fuzzy Evaluation of a New Search Engine Project to Fundraise NGOs (Irem Ucal Sari, Duygu Sergi, Can Aytore)....Pages 1297-1304 Front Matter ....Pages 1305-1305 Fuzzy Volatility of Project Option Value Based on Trapezoidal Membership Functions (Skander Ben Abdallah, Issam Kouatli)....Pages 1307-1314 Some Statistical and CI Models to Predict Chaotic High-Frequency Financial Data (Dusan Marcek, Martin Madera)....Pages 1315-1323 An Evaluation Model for Intelligent Farming Systems: A Fuzzy Logic Based Simulation Approach (Yakup Çelikbilek, Fatih Tüysüz)....Pages 1324-1331 Front Matter ....Pages 1333-1333 Improvement of the Simulation Model for High Accuracy Leaf Spring Test Bench by Implementing Fuzzy Logic (Elif Üstünışık, Ahmet Kırlı, İsmail O. Er, Yunus E. Erginsoy)....Pages 1335-1342 Robust Fuzzy Sliding Mode Controller Design for a Multiple Sclerosis Model (Elnaz Kohanpour, Sajjad Taghvaei, Ramin Vatankhah, Mohammad Eghtesad)....Pages 1343-1350 A Proposed Service Level Improvement Methodology for Public Transportation Using Interval Type-2 Fuzzy EDAS Based on Customer Satisfaction Data (Murat Levent Demircan, Suzan Tunc)....Pages 1351-1359 Front Matter ....Pages 1361-1361 Machine Criticality Level Assignment with Fuzzy Inference System for RCM (Hülya Torun, Serkan Çetinkaya)....Pages 1363-1370 Causes and Effects of Climate Change via a Fuzzy Inference System (Gizem Koca, Mohammad T. A. Bhuiyan, Rene V. Mayorga)....Pages 1371-1379 Human Reliability Analysis in Healthcare: A Scenario Analysis (Yeşim Kop Naskali, Tuncay Gürbüz, Y. Esra Albayrak)....Pages 1380-1388 Back Matter ....Pages 1389-1392