IMSS21: 11TH INTERNATIONAL SYMPOSIUM ON INTELLIGENT MANUFACTURING AND SERVICE SYSTEMS

A
Akalın, Hari̇ka	Trend Topic Analysis for Technology Management in Current Data Mining Studies
Akbilek, Nevra	Call Center Performance Evaluation using K-Means and Self-Organizing Map Clustering Algorithms Customer Relationship Management using Deep Learning in Workspace Environment
Akdoğan, Kutay	Applications of Artificial Intelligence in Last Mile Delivery Operations: A Literature Review
Akman, GÜlŞen	Interaction of artificial intelligence with industry 4.0 components in manufacturing sector
Aktepe, Adnan	A Higher Education Service Quality Model Based on Expectations of the Generation Z with Fuzzy Sets and An Application
Aktepe, Adnan	AN APPLICATION OF SPARE PARTS DEMAND FORECASTING WITH MACHINE LEARNING TECHNIQUES IN A BUS FLEET
Akuş, Metin	Customer Relationship Management using Deep Learning in Workspace Environment
Aladağ, Zerrin	A Comforting Approach To The Problematique of Assigning PROMETHEE Preference Functions and A Case Study In Hi-Fi Audio Systems
Alakus, Talha Burak	Determination of Coding and Non-Coding RNAs Using AVL-Tree Based Protein Mapping Method and Deep Learning
Albayrak, Y. Esra	Characterizing Risk Factors of 2019 Coronavirus Disease (COVID-19) Using Prescriptive Analytics Techniques
Alcan, Pelin	MRI image analysis with deep learning methods in brain tumor diagnosis
Altun, Koray	Excellence in corporate innovation: How to go beyond the innovation management standards Augmenting technology roadmaps through data-driven innovation intelligence: A case of unmanned aerial vehicle technologies
Altuntaş, Serkan	Trend Topic Analysis for Technology Management in Current Data Mining Studies
Altındiş, Mustafa	Increasing Artificial Intelligence Applications in Medicine after the COVID19 Pandemic A Machine Learning Model Proposal for COVID-19 Patients' Diagnosis and Survival Estimation
Altındiş, Selma	A Machine Learning Model Proposal for COVID-19 Patients' Diagnosis and Survival Estimation
Altınsoy, Ufuk	A Higher Education Service Quality Model Based on Expectations of the Generation Z with Fuzzy Sets and An Application
Apaydin, Ozan	A Comforting Approach To The Problematique of Assigning PROMETHEE Preference Functions and A Case Study In Hi-Fi Audio Systems
Aras, Nilay	An Intelligent Psychiatric Recommendation System for Detecting Mental Disorders
Aravapalli, Sri Ram Manidileep	Automated Inspection Approach For Remanufacturing
Arslankaya, Seher	MRI image analysis with deep learning methods in brain tumor diagnosis
Aslan, Hakan	Examination of the causes of traffic accidents using decision trees: A Case Study in Sakarya Province in Turkey
Aydın, Abdulkadir	USING THE GENETIC ALGORITHM TO SOLUTION OF FLEXIBLE FLOW SHOP SCHEDULING PROBLEMS WITH ALTERNATIVE ROUTINGS IN CNC WORKSHOPS
Açıkgöz, Neslihan	Active Control of the Hyperchaotic Supply Chain System
B
Babayev, Umid	Augmenting technology roadmaps through data-driven innovation intelligence: A case of unmanned aerial vehicle technologies
Baburoglu, Elif Selen	A bibliometric analysis of concept drift in streaming data from 1980 to 2020
Bahar, Kamer Pınar	Predictive Maintenance System Integrated with Periodic Maintenance: Machine Learning and Classical Approaches
Baran, Erhan	Quality 4.0 in Research and Development
Bayraktar, Tuğrul	Effects of Memory and Genetic Operators on Artificial Bee Colony Algorithm for Three-Dimensional Bin Packing Problem
Bayındır, Sumeyye	ALTERNATIVE CLEANING COMPANY SELECTION METHOD WITH FUZZY TOPSIS
Başarkan, Muhammed	Classification of Meat-grinder Chucks using Image Processing
Boran, Semra	Optimization of Parameters Affecting Hardness and Diffusion Thickness on Boronizing Steels Using Grey Taguchi Method
Buyukozkan, Gulcin	A Novel Linguistic Approach for Technology Assessment in Smart Agriculture
C
Canpolat, Kadriye	LNG Supplier Country Selection with Fuzzy TOPSIS Software
Canpolat, Onur	ALTERNATIVE CLEANING COMPANY SELECTION METHOD WITH FUZZY TOPSIS Implementation of Sales Demand Forecasting in An Automotive Company LNG Supplier Country Selection with Fuzzy TOPSIS Software
Cebeci, Çiğdem	PROCESS IMPROVEMENT WITH LEAN MANUFACTURING TECHNIQUES IN THE CABLE COMPANY
Cedimoglu, Ismail Hakkı	Location Based Turkish Natural Language Study, VOICE OF SAKARYA
Chen, Chun-Hsien	Ambient Intelligence and Ambient Assisted Living – some Research Issues
Chu, Chih-Yuan	Development of an Ontology for Defect Classification in Remanufacturing
D
Demir, Halil Ibrahim	ALTERNATIVE CLEANING COMPANY SELECTION METHOD WITH FUZZY TOPSIS Implementation of Sales Demand Forecasting in An Automotive Company LNG Supplier Country Selection with Fuzzy TOPSIS Software Airline passenger planes arrival and departure plan optimization using evolutionary strategy Bottleneck Station Scheduling using Ant Colony Algorithm in a Tire Factory
Demir, Yiğit	Optimizing Dairy Distribution With Cross Shipment Approach: Case in Sakarya and Marmara Region
Demirel, Senay	Innovation Management using Spherical Fuzzy Set-based MADM: A Case in the Turkish Banking Sector
Denizhan, Berrin	A two-echelon pharmaceutical supply chain optimization via genetic algorithm
Dereli, Türkay	Opening Speech (HKU-Rector) A bibliometric analysis of concept drift in streaming data from 1980 to 2020 Trend Topic Analysis for Technology Management in Current Data Mining Studies Analysis for Dominant Air Carriers of U.S: A Look to Future Kernel Density Estimation for Tracking Important Topics on a Map during the Earthquake Benchmarking Study of Firm-Level Innovation Capability Assessment Tools Predicting Consumer Confidence Index in Turkey Using Google Trends Data
Dervis, Suraka	Airline passenger planes arrival and departure plan optimization using evolutionary strategy
Dilek, Seçkin	Benchmarking Study of Firm-Level Innovation Capability Assessment Tools
Doğu, Elif	Characterizing Risk Factors of 2019 Coronavirus Disease (COVID-19) Using Prescriptive Analytics Techniques
Dubey, Pallavi	Automated Inspection Approach For Remanufacturing
Durmusoglu, Alptekin	A bibliometric analysis of concept drift in streaming data from 1980 to 2020 Analysis for Dominant Air Carriers of U.S: A Look to Future Benchmarking Study of Firm-Level Innovation Capability Assessment Tools Predicting Consumer Confidence Index in Turkey Using Google Trends Data
E
Efendioğlu, Deniz	THE GRANGER CAUSALITY ANALYSIS OF CONSTRUCTION INDUSTRY: CASE STUDY IN TURKEY WHAT EFFECTS CRYPTOMONEY EXCHANGE?
ElİgÜzel, Nazmiye	Kernel Density Estimation for Tracking Important Topics on a Map during the Earthquake
Erdebilli, Babek	A RESEARCH ON INDUSTRY 4.0 BENEFITS BY USING FUZZY MCDM METHOD
Erden, Caner	ALTERNATIVE CLEANING COMPANY SELECTION METHOD WITH FUZZY TOPSIS Implementation of Sales Demand Forecasting in An Automotive Company Airline passenger planes arrival and departure plan optimization using evolutionary strategy Bottleneck Station Scheduling using Ant Colony Algorithm in a Tire Factory Examination of the causes of traffic accidents using decision trees: A Case Study in Sakarya Province in Turkey
Erdoğan, Zülfiye	Trend Topic Analysis for Technology Management in Current Data Mining Studies
Eroğlu, Yunus	Trend Topic Analysis for Technology Management in Current Data Mining Studies
Ersöz, Filiz	Visual Analysis of Turkey's Textile Sector with Gephi Complex Network Effects of Memory and Genetic Operators on Artificial Bee Colony Algorithm for Three-Dimensional Bin Packing Problem
Ersöz, Süleyman	A Higher Education Service Quality Model Based on Expectations of the Generation Z with Fuzzy Sets and An Application AN APPLICATION OF SPARE PARTS DEMAND FORECASTING WITH MACHINE LEARNING TECHNIQUES IN A BUS FLEET
Ersöz, Taner	Visual Analysis of Turkey's Textile Sector with Gephi Complex Network
G
Gunay, Elif Elcin	Automated Inspection Approach For Remanufacturing Development of an Ontology for Defect Classification in Remanufacturing
GÖleÇ, Adem	Evaluation of the challenges in Industry 4.0 Applications in Sustainable Supply Chain Management in Developing Economies
GÖr, Feyza	Evaluation of the challenges in Industry 4.0 Applications in Sustainable Supply Chain Management in Developing Economies
GÜmÜŞel, Levent	Performance Comparison of ANN Based Fault Detection of Worm Gears on Different Data Sets Classification of Worm Gearbox Faults by SVM and K-NN
GÜrsel Özmen, Nurhan	Performance Comparison of ANN Based Fault Detection of Worm Gears on Different Data Sets Classification of Worm Gearbox Faults by SVM and K-NN
Gül, Sait	Innovation Management using Spherical Fuzzy Set-based MADM: A Case in the Turkish Banking Sector
Güleç, Nurullah	THE GRANGER CAUSALITY ANALYSIS OF CONSTRUCTION INDUSTRY: CASE STUDY IN TURKEY
Günay, Durmuş	The Philosophy of Technology
Günaydın, Ahmet Can	Effect of Build Orientation on Cross-section Areas of Sliced Layers and Geometrical Accuracy in Selective Laser Melting
Gündoğan, Mete	Design of an Industrial Symbiosis Network System for Agriculture and Animal Husbandry Sectors in Ankara, Turkey
Gündoğan, Mete	An Application Scenario of Blockchain Technology in Nuclear Security
Gündüz, Gül	A Mathematical Model for Part/Material Supply Problem in Just-in-Time Environment
Gündüz, Namık Emre	ANALYSIS OF FACILITY LAYOUT DESIGN PROBLEM IN DEFENSE INDUSTRY COMPANY
Güngör, Bengü	An Application of TSP Maximization with Grey Wolf Optimizer: Dartboard Design Problem META-HEURISTICAL CONSTRAINED OPTIMIZATION BASED ON A MECHANICAL DESIGN PROBLEM
H
Huyut, Ünzile	Innovation Management using Spherical Fuzzy Set-based MADM: A Case in the Turkish Banking Sector
I
Imss, Imss	Welcome and Openning Speech A Machine Learning Model Proposal for COVID-19 Patients' Diagnosis and Survival Estimation
Irgil, Sedat	An Intelligent Psychiatric Recommendation System for Detecting Mental Disorders
J
Jackman, John	Automated Inspection Approach For Remanufacturing Development of an Ontology for Defect Classification in Remanufacturing
K
Karabacak, Yunus Emre	Performance Comparison of ANN Based Fault Detection of Worm Gears on Different Data Sets Classification of Worm Gearbox Faults by SVM and K-NN
Karatop, Buket	The Fuzzy Logic Approach to Determine Education Method in Organizations Risk Management for Disasters Using Fuzzy FMEA Method
Karatop, Gökcan	The Fuzzy Logic Approach to Determine Education Method in Organizations
Kaya, Necmettin	Effect of Build Orientation on Cross-section Areas of Sliced Layers and Geometrical Accuracy in Selective Laser Melting
Kaya Akça, Melike	Design of an Industrial Symbiosis Network System for Agriculture and Animal Husbandry Sectors in Ankara, Turkey
Kepkep, Taner Behçet	Analysis for Dominant Air Carriers of U.S: A Look to Future
Kobal, Talha	IMPROVING QUALITY CONTROL PROCESS WITH FMEA ANALYSIS IN THE AUTOMOTIVE INDUSTRY
Kocabey ÇİftÇİ, Pinar	Assessment of Factors Affecting Dam Occupancy Rate Using Fuzzy Cognitive Map with Extended Great Deluge Algorithm
Kocamaz, Uğur Erkin	Call Center Performance Evaluation using K-Means and Self-Organizing Map Clustering Algorithms
Korkmaz, Deniz	Robust Ship Heading Control using Hyperbolic Tangent Function-based Adaptive Sliding Mode Controller
Korkmaz, Faik Fatih	A Case Study of Shape Optimization Using Grasshopper Optimization Algorithm
Korkusuz Polat, Tülay	Quality 4.0 in Research and Development
KoÇer, Esra	GENETIC ALGORITHM-BASED APPROACH TO FLEXIBLE WORKSHOP PRODUCTION PROBLEM
Kremer, Paul	Automated Inspection Approach For Remanufacturing Development of an Ontology for Defect Classification in Remanufacturing
Kubat, Cemalettin	Effects of Memory and Genetic Operators on Artificial Bee Colony Algorithm for Three-Dimensional Bin Packing Problem
Kucukkoc, Ibrahim	Mathematical formulation and meta-heuristic algorithms for cost-oriented two-sided assembly line balancing problem
Kökçam, Abdullah Hulusi	Airline passenger planes arrival and departure plan optimization using evolutionary strategy Bottleneck Station Scheduling using Ant Colony Algorithm in a Tire Factory
Küçük, Orhan	Examining the Relationship between Unlimited Improvement and Service Quality: A Private Sector Study in Libya ( Sınırsız İyileşme ile Hizmet Kalitesi İlişkisinin İncelenmesi: Libya'da Bir Özel Sektör Araştırması)
Kılıçaslan, Emre	Bottleneck Station Scheduling using Ant Colony Algorithm in a Tire Factory
Kırelli, Yasin	MRI image analysis with deep learning methods in brain tumor diagnosis
L
Lechtenberg, Thomas R.	Development of an Ontology for Defect Classification in Remanufacturing
Li, Zixiang	Mathematical formulation and meta-heuristic algorithms for cost-oriented two-sided assembly line balancing problem
M
Mutlu, Emre	Examination and Regulation of Market-Retail Warehouse with CRAFT and Entropy Method
N
Niroomand, Sadegh	Mathematical formulation and meta-heuristic algorithms for cost-oriented two-sided assembly line balancing problem
O
Ocak, Necati	Development of Aluminum Conductor Design and Manufacturing Processes for Industry 4.0
Okudan Kremer, Gul E.	Automated Inspection Approach For Remanufacturing Development of an Ontology for Defect Classification in Remanufacturing
Omende Kahudi, Joseph Doucke	Examination of the causes of traffic accidents using decision trees: A Case Study in Sakarya Province in Turkey
P
Phanden, Rakesh Kumar	Airline passenger planes arrival and departure plan optimization using evolutionary strategy Bottleneck Station Scheduling using Ant Colony Algorithm in a Tire Factory
Pirvan, Seda	PROCESS IMPROVEMENT WITH LEAN MANUFACTURING TECHNIQUES IN THE CABLE COMPANY
Polat, Leyla	A RESEARCH ON INDUSTRY 4.0 BENEFITS BY USING FUZZY MCDM METHOD
Prasad, Majeti Narasimha Vara	Internet of Things [IoT] and Global Environmental Remediation Industry
S
Saboon, Zuhair	Examining the Relationship between Unlimited Improvement and Service Quality: A Private Sector Study in Libya ( Sınırsız İyileşme ile Hizmet Kalitesi İlişkisinin İncelenmesi: Libya'da Bir Özel Sektör Araştırması)
Saldamlı, Mehmet Ali	Development of Aluminum Conductor Design and Manufacturing Processes for Industry 4.0
Saracoglu, Furkan	Location Based Turkish Natural Language Study, VOICE OF SAKARYA
SaracoĞlu, Hande	ENRCIHING TRADITIONAL BUSINESS SOFTWARE WITH SELF DECISION MAKİNG CAPABILITY
Sarı, Meral	Implementation of Sales Demand Forecasting in An Automotive Company
Sarıbıyık, Mehmet	Opening Speech (SUBU-Rector)
Savaşan, Fatih	Opening Speech (SAU-Rector)
Sayın, Erhan	Development of Aluminum Conductor Design and Manufacturing Processes for Industry 4.0
Seker, Huseyin	The Power of Data and The Things It Empowers in the Age of Covid-19 and Beyond
Soylu, Banu	Predictive Maintenance System Integrated with Periodic Maintenance: Machine Learning and Classical Approaches
Subran, Mert	A Case Study of Shape Optimization Using Grasshopper Optimization Algorithm
Sörensen, Kenneth	A Mathematical Model for Part/Material Supply Problem in Just-in-Time Environment
T
TaŞkan, Buşra	The Fuzzy Logic Approach to Determine Education Method in Organizations Risk Management for Disasters Using Fuzzy FMEA Method
Taşkın, Harun	Conflicting Between Technology and Humanity in Future Society And Mind
Taşyapı Çelebi, Aysun	PCB Solder Pad Defect Detection Using GLCM Features
Tenbeli, Rıdvan	Visual Analysis of Turkey's Textile Sector with Gephi Complex Network
Tomruk, Cİhan Emre	Interaction of artificial intelligence with industry 4.0 components in manufacturing sector
Turan, Metin	Classification of Meat-grinder Chucks using Image Processing
Turgay, Safiye	A Conceptual Model of Solid Waste Management System for Sakarya Province PROCESS IMPROVEMENT WITH LEAN MANUFACTURING TECHNIQUES IN THE CABLE COMPANY USING THE GENETIC ALGORITHM TO SOLUTION OF FLEXIBLE FLOW SHOP SCHEDULING PROBLEMS WITH ALTERNATIVE ROUTINGS IN CNC WORKSHOPS Optimizing Dairy Distribution With Cross Shipment Approach: Case in Sakarya and Marmara Region Examination and Regulation of Market-Retail Warehouse with CRAFT and Entropy Method ANALYSIS OF FACILITY LAYOUT DESIGN PROBLEM IN DEFENSE INDUSTRY COMPANY IMPROVING QUALITY CONTROL PROCESS WITH FMEA ANALYSIS IN THE AUTOMOTIVE INDUSTRY A Framework for Planning Logistical Alternatives in Value Stream Design with Milk-Run Approach GENETIC ALGORITHM-BASED APPROACH TO FLEXIBLE WORKSHOP PRODUCTION PROBLEM
Turkoglu, Ibrahim	Determination of Coding and Non-Coding RNAs Using AVL-Tree Based Protein Mapping Method and Deep Learning
Turnalı, Tayfun	Examination and Regulation of Market-Retail Warehouse with CRAFT and Entropy Method
Tutun, Salih	An Intelligent Psychiatric Recommendation System for Detecting Mental Disorders How to Use the Complex Networks on Machine Learning for Extracting Meaningful Patterns from Big Data
U
Ucar, Esma Nur	An Intelligent Psychiatric Recommendation System for Detecting Mental Disorders
Unutmaz DurmuŞoĞlu, Zeynep Dİdem	Assessment of Factors Affecting Dam Occupancy Rate Using Fuzzy Cognitive Map with Extended Great Deluge Algorithm
Uyaroğlu, Yılmaz	Active Control of the Hyperchaotic Supply Chain System
Uztürk, Deniz	A Novel Linguistic Approach for Technology Assessment in Smart Agriculture
Uğurlu, Batuhan	Examination and Regulation of Market-Retail Warehouse with CRAFT and Entropy Method
V
Var, Özge	Predicting Consumer Confidence Index in Turkey Using Google Trends Data
Y
Yesilkaya, Ilker	An Intelligent Psychiatric Recommendation System for Detecting Mental Disorders
Yıldırım, Elif	A two-echelon pharmaceutical supply chain optimization via genetic algorithm
Yıldız, Ali Rıza	A Case Study of Shape Optimization Using Grasshopper Optimization Algorithm Effect of Build Orientation on Cross-section Areas of Sliced Layers and Geometrical Accuracy in Selective Laser Melting
Yıldız, Gazi Bilal	Predictive Maintenance System Integrated with Periodic Maintenance: Machine Learning and Classical Approaches
Yıldızbaşı, Abdullah	A RESEARCH ON INDUSTRY 4.0 BENEFITS BY USING FUZZY MCDM METHOD
Yılmaz Yalçıner, Ayten	DETERMINING THE PRIORITY CRITERIA FOR PERSONNEL SELECTION WITH FUZZY DEMATEL and GREY BASED DEMATEL APPROACHES
Z
Zoroğlu, Sevim Şevval	DETERMINING THE PRIORITY CRITERIA FOR PERSONNEL SELECTION WITH FUZZY DEMATEL and GREY BASED DEMATEL APPROACHES
Ç
Çağlar Kuyumcu, Zeliha Çağla	Examination of the causes of traffic accidents using decision trees: A Case Study in Sakarya Province in Turkey
Çağıl, Gültekin	Active Control of the Hyperchaotic Supply Chain System
Çelik, Ayberk	Visual Feeding of Magnetic Cores for Winding Automation PCB Solder Pad Defect Detection Using GLCM Features
Çetinyokuş, Tahsin	AN APPLICATION OF SPARE PARTS DEMAND FORECASTING WITH MACHINE LEARNING TECHNIQUES IN A BUS FLEET
Çetİnkaya, Cihan	Kernel Density Estimation for Tracking Important Topics on a Map during the Earthquake
Çoban, Canberk	A Framework for Planning Logistical Alternatives in Value Stream Design with Milk-Run Approach
Çotoy, Yeliz	Characterizing Risk Factors of 2019 Coronavirus Disease (COVID-19) Using Prescriptive Analytics Techniques
Ö
Över Özçelik, Tijen	A Mathematical Model for Part/Material Supply Problem in Just-in-Time Environment Optimization of Parameters Affecting Hardness and Diffusion Thickness on Boronizing Steels Using Grey Taguchi Method
Öz, Barış	Visual Feeding of Magnetic Cores for Winding Automation PCB Solder Pad Defect Detection Using GLCM Features
Özcan, Melisa	GENETIC ALGORITHM-BASED APPROACH TO FLEXIBLE WORKSHOP PRODUCTION PROBLEM
Özceylan, Eren	Applications of Artificial Intelligence in Last Mile Delivery Operations: A Literature Review
Özen, Sinan	Visual Feeding of Magnetic Cores for Winding Automation PCB Solder Pad Defect Detection Using GLCM Features
Öztemel, Ercan	Welcome Speech A general framework for Knowledge management in Industry 4.0 implementations ENRCIHING TRADITIONAL BUSINESS SOFTWARE WITH SELF DECISION MAKİNG CAPABILITY
Öztuncel, Erçin	Call Center Performance Evaluation using K-Means and Self-Organizing Map Clustering Algorithms
Öztürk, Cihat	THE GRANGER CAUSALITY ANALYSIS OF CONSTRUCTION INDUSTRY: CASE STUDY IN TURKEY
Özyılmaz, Bahar	A Conceptual Model of Solid Waste Management System for Sakarya Province
Ü
Üstünyer, Pelin	An Application Scenario of Blockchain Technology in Nuclear Security
İ
İfraz, Metin	AN APPLICATION OF SPARE PARTS DEMAND FORECASTING WITH MACHINE LEARNING TECHNIQUES IN A BUS FLEET
Ş
Şen, Zekai	Welcome Speech Science Philosophy and Fuzzy Logic Diagnosis Principles in Medicine
Şen, Şaduman	Optimization of Parameters Affecting Hardness and Diffusion Thickness on Boronizing Steels Using Grey Taguchi Method

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