Symposium on Proceedings: Abstracts Book of the International Data Science & Engineering / editör Prof. Dr. Filiz Ersöz.

Factor Analysis of Distribution Tails: Applications in Finance 1 Identification of Green Supply Chain Management (GSCM) Barriers in the Indian Context 4 How Should Data Science Education Be? 5 Data Analysis and Kansei Engineering 8 Methodology for Building A Security System for Banking Information Resources 11 LiBerated Social Entrepreneur. Using Business Metrics: Migport Refugee Big Data Analytics. With a Note on Ability and Disability 13 Forecasting and Technical Comparison of Inflation in Turkey with Box-Jenkins (ARIMA) Models and Artificial Neural Networks 16 The Importance of Data Mining for Businesses 17 Factors Affecting the Adoption of Social Networks for Academic Purpose in Jordanian Universities 23 An International Framework for a More Sustainable Agriculture: Digital Farming, Transfer of Innovative Knowledge, Training and Certification of Performances 25 Facebook Games Applications 33 A Note on the Examination of Portugal’s Hotels Performance - a Proposal for a New Perspective’s Approach 44 A Comparative Case Study on Time Series Prediction 53 Optimal PID-like Fuzzy Logic Controller Design for Ball and Beam System 56 Adopting Machine Learning Algorithms for Cloud-Based Application Categorization 57 A New Nonparametric Test For Testing Equality of Locations Against Umbrella Alternatives 60 Smart Agriculture Applications with IoT 64 Teknoloji Kabul Modeli Kullanarak Netflix Platformu Kullanma Maksadının Belirleyicileri 72 Meta-Heuristic Methods Used in Optimization of SVM Learning Parameters 75 Determination Similarities of Basic Financial Indicators of Enterprises Included in the NASDAQ Index Using by Hierarchical Clustering Distance Methods 87 RFM Model for Segmentation in Retail Analytics: A Case Study 90 Siber Tehdit İstihbaratı Alanında Makine Öğrenmesi Algoritmalarının Kullanılması 93 Analysis of Non-Risked Provinces; Unemployment and Traffic Accidents 96 Use of Grid Search in Hyper-Parameter Selection for Time Series Analysis: A Case Study with Ad Mediation Software 97 Marketing and Data Analytics; Increasing Importance of Marketing 107 Data Analytics and Importance in Health Sector 111 Program Development for Cost Calculation in Different Hole Drilling Operations 124 Multi-Objective Optimization of Hard Turning: Non-Dominated Sorting Genetic Algorithm-II Approach 126 CO2 Emission and Energy Consumption for Different Climate and Building Materials 137 Bitcoin Price Forecasting with Multivariate Long Short Term Memory (LSTM) Deep Learning Method 140 Covering-Based Generalized IF-Rough Set Models For A Selecting HVAC System 141 Determination of Production Defects in Iron and Steel Sector by Data Mining 143 Connected Employee Platform and A Case Study in A Global Company 146 Investigation of the Effects of Normal Distribution or Nonnormal of Data on Machine Capability Analysis 150 Portfolio Selection with the Possibilistic Mean -Variance Model: An Application on the Borsa Istanbul 152 Building Digital Assistant (ChatBot) with SAP Conversational Artificial Intelligence 153 Map Ranking, Map-Reduce and Application in Big Data Analysis 163 Benchmarking of OECD Countries in Views of Value-Added Manufacturing Using DEA 165 Recent Literature of Benchmarking of Countries 166 Benchmarking Analysis of OECD Countries 169 A Study on Method Prediction for a Better Directed Treatment of Warts 175 Estimation of the Demand for the Blood Bank Using Hybrid PCA-ANFIS Method 187 Analysing of Multivariate Processes with Machine Learning Algorithms 189 Comparison of Two Different Social Groups on Twitter with Network Analysis 191 Analysis of Earthquake Awareness in Education By Data Mining 209 Tersanelerde Yalın 6 Sigma ve Uygulanabilirliği 213 Smart and Green Supply Chain Applications in Enterprises 215 Bitcoin Price Prediction by Using Artificial Neural Networks and Time Series 219 Analysis of Presence of Bank Branches According to Settlement in Turkey with Data Mining 227 Artificial Bee Colony Algorithm for Container Loading Problem 229 Image Size Scaling and Feature Transformation Function Application for Image Processing in Machine Learning 231 Determination of Weights With Fuzzy AHP in the Job Evaluation Process 232 3 Cost Estimation in the Iron and Steel Industry 234 Determination of Socio-Economic Factors Affecting Forest Fires (A Case Study of Forest Regional Directorate of Antalya) 237 Group Acceptance Sampling Plans Based on Time Truncated Life Tests For Compound Weibull-Exponential Distribution 259 Stochastic Approach to a Buffer Stock Problem 260 Prediction of Air Permeability of Denim Fabrics Using Articifial Neural Networks 262 Numerical Investigation of Cutting Forces in Turning of C23000 Brass Alloy 263 Evaluation of Critical Factors in Industry 4.0 Transition Processes by R’WOT Analysis 272 Determination of Variables That Affect the Satisfaction Levels of Visiting Tourists By Logistics Regression Analysis 274 Demand Estimation of Wood Quantity Used in Wood Industries 288 Deep Learning Based Abnormality Detection Application in Enterprise Network Traffic 300 Lean Production in Iron and Steel Production Line 303 A Road Map for The Big Data Implementation in the Judicial System 305 Supplier Selection Using an Intuitionistic Fuzzy Evaluation System 306 Environmental Impact Assessment of Two Alternative Wastewater Neutralization Chemicals in Textile Industry Wastewater Treatment Plant 307 Empati Çıkar Yöntemiyle Akademik Çalışma Gruplarının İncelenmesi 310 Application and Comparison of Biclustering Methods in Detecting Crime Regions 311 Kronik Böbrek Hastalığının Makine Öğrenmesi Teknikleri ile Sınıflandırılması 313 Survey on Dynamic Bayesian Network Software Tools 316 Determination of Factors Affecting Employee Productivity 318