Search Results - "Sariyer, Gorkem"

Data analytics for quality management in Industry 4.0 from a MSME perspective by Sariyer, Gorkem, Mangla, Sachin Kumar, Kazancoglu, Yigit, Ocal Tasar, Ceren, Luthra, Sunil

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Machine Learning Implementations for Multi-class Cardiovascular Risk Prediction in Family Health Units by Sozen, Mert Erkan, Sariyer, Gorkem, Sozen, Mustafa Yigit, Badhotiya, Gaurav Kumar, Vijavargy, Lokesh

“…Cardiovascular disease (CVD) risk prediction plays a significant role in clinical research since it is the key to primary prevention. As family health units…”
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Predicting waiting and treatment times in emergency departments using ordinal logistic regression models by Ataman, Mustafa Gökalp, Sarıyer, Görkem

“…Since providing timely care is the primary concern of emergency departments (EDs), long waiting times increase patient dissatisfaction and adverse outcomes…”
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Big data analytics and the effects of government restrictions and prohibitions in the COVID-19 pandemic on emergency department sustainable operations by Sariyer, Görkem, Ataman, Mustafa Gokalp, Mangla, Sachin Kumar, Kazancoglu, Yigit, Dora, Manoj

“…Grounded in dynamic capabilities, this study mainly aims to model emergency departments' (EDs) sustainable operations in the current situation caused by the…”
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Sizing capacity levels in emergency medical services dispatch centers: Using the newsvendor approach by Sariyer, Gorkem

“…The increased volume in demand worldwide in the present day has led to the need for the establishment of effective ambulance services. As call centers have…”
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Clustering of firms based on environmental, social, and governance ratings: Evidence from BIST sustainability index by Görkem Sariyer, Dilvin Taşkın

“…In this paper, companies listed on the Borsa Istanbul (BIST) Sustainability Index are analyzed by performing a cluster analysis based on their environmental,…”
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The likelihood of requiring a diagnostic test: Classifying emergency department patients with logistic regression by Sarıyer, Görkem, Ataman, Mustafa Gökalp

“…Background: Emergency departments (EDs) play an important role in health systems since they are the front line for patients with emergency medical conditions…”
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How machine learning facilitates decision making in emergency departments: Modelling diagnostic test orders by Sariyer, Görkem, Ataman, Mustafa Gökalp

“…Since emergency departments (EDs) are responsible for providing initial care for patients who may need urgent medical care, they are highly sensitive to…”
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Analyzing Main and Interaction Effects of Length of Stay Determinants in Emergency Departments by Sariyer, Gorkem, Ataman, Mustafa Gokalp, Kiziloglu, Ilker

“…Background: Measuring and understanding main determinants of length of stay (LOS) in emergency departments (EDs) is critical from an operations perspective,…”
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Leveraging explainable artificial intelligence in understanding public transportation usage rates for sustainable development by Sariyer, Gorkem, Mangla, Sachin Kumar, Sozen, Mert Erkan, Li, Guo, Kazancoglu, Yigit

“…·Public transportation usage prediction is valuable for sustainable development.·Machine learning - XAI integrated model is developed for estimating daily…”
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A hybrid Bayesian approach for assessment of industry 4.0 technologies towards achieving decarbonization in manufacturing industry by Kumar, Devesh, Soni, Gunjan, Jabeen, Fauzia, Kumar Tiwari, Neeraj, Sariyer, Gorkem, Ramtiyal, Bharti

“…•Examines the low-carbon alternatives for the iron & steel industry towards carbon neutrality.•Identifies critical measures and attributes for achieving carbon…”
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Data-driven decision making for modelling covid-19 and its implications: A cross-country study by Sariyer, Gorkem, Mangla, Sachin Kumar, Kazancoglu, Yigit, Jain, Vranda, Ataman, Mustafa Gokalp

“…Grounded in big data analytics capabilities, this study aims to model the COVID-19 spread globally by considering various factors such as demographic,…”
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Predictive and prescriptive analytics for ESG performance evaluation: A case of Fortune 500 companies by Sariyer, Gorkem, Kumar Mangla, Sachin, Chowdhury, Soumyadeb, Erkan Sozen, Mert, Kazancoglu, Yigit

“…Given the growing importance of organizations’ environmental, social, and governance (ESG) performance, studies employing AI-based techniques to generate…”
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Predicting cost of defects for segmented products and customers using ensemble learning by Sariyer, Gorkem, Kumar Mangla, Sachin, Kazancoglu, Yigit, Xu, Lei, Ocal Tasar, Ceren

“…•Big data analytics (BDA) led companies to evolve capabilities for high performance.•Clustering Based Classifier Ensemble Method (CBCEM) is proposed.•CBCEM…”
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Child Abuse and Neglect Among Children Who Drop Out of School: A Study in Izmir, Turkey by Sofuoğlu, Zeynep, Sariyer, Görkem, Aydin, Fulya, Cankarde¸, Sinem, Kandemirci, Birsu

“…Child abuse and neglect (CAN), and dropping out of school have long been recognized as pervasive social problems globally, and Turkey is no exception. This…”
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Does ambulance utilization differ between urban and rural regions: a study of 112 services in a populated city, Izmir by Sariyer, Görkem, Ataman, M. Gökalp, Sofuoğlu, Turhan, Sofuoğlu, Zeynep

“…Objective Emergency Medical Services (EMS) play an important role in health care systems, especially when well planned and well managed. The goal of this…”
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Factors Relating to Decision Delay in the Emergency Department: Effects of Diagnostic Tests and Consultations by Ataman, Mustafa Gokalp, Sariyer, Gorkem, Saglam, Caner, Karagoz, Arif, Unluer, Erden Erol

“…The purpose of this study is to investigate the factors increasing waiting time (WT) and length of stay (LOS) in patients, which may cause delays in…”
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Highlighting the rules between diagnosis types and laboratory diagnostic tests for patients of an emergency department: Use of association rule mining by Sarıyer, Görkem, Öcal Taşar, Ceren

“…Diagnostic tests are widely used in emergency departments to make detailed investigations on diagnosis and treat patients correctly. However, since these tests…”
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An analysis of Emergency Medical Services demand: Time of day, day of the week, and location in the city by Sariyer, Gorkem, Ataman, Mustafa Gokalp, Akay, Serhat, Sofuoglu, Turhan, Sofuoglu, Zeynep

“…Effective planning of Emergency Medical Services (EMS), which is highly dependent on the analysis of past data trends, is important in reducing response time…”
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Big data analytics and COVID-19: investigating the relationship between government policies and cases in Poland, Turkey and South Korea by Sözen, Mert Erkan, Sarıyer, Görkem, Ataman, Mustafa Gökalp

“…Abstract We used big data analytics for exploring the relationship between government response policies, human mobility trends and numbers of coronavirus…”
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